Publications
Unsupervised Mapping and Semantic User Localisation from First-Person Monocular Video
Unsupervised Mapping and Semantic User Localisation from First-Person Monocular Video
Suveges, T. & McKenna, S. (Lead / Corresponding author), 22 Aug 2024, (E-pub ahead of print) In: Pattern Recognition. 110923.
Research output: Contribution to journal › Article › peer-review
Periodontitis and outer retinal thickness: A cross-sectional analysis of the UK Biobank cohort
Periodontitis and outer retinal thickness: A cross-sectional analysis of the UK Biobank cohort
Wagner, S. K., Patel, P. J., Huemer, J., Khalid, H., Stuart, K. V., Chu, C. J., Williamson, D. J., Struyven, R. R., Romero-Bascones, D., Foster, P. J., Khawaja, A. P., Petzold, A., Balaskas, K., Cortina-Borja, M., Chapple, I., Dietrich, T., Rahi, J. S., Denniston, A. K., Keane, P. A., UK Biobank Eye and Vision Consortium, & 2 others , Jul 2024, In: Ophthalmology science. 4, 4, 100472.
Research output: Contribution to journal › Article › peer-review
Developing a national artificial intelligence-assisted skin cancer pathway
Developing a national artificial intelligence-assisted skin cancer pathway
Morton, C., Chin, G., Carse, J., McKenna, S., Matin, R. & Fleming, C., 28 Jun 2024, In: British Journal of Dermatology. 191, 1, p. i189 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review
Artificial intelligence-ready skin cancer alchemy: transforming routine teledermatology data into metadata-embedded DICOM files
Artificial intelligence-ready skin cancer alchemy: transforming routine teledermatology data into metadata-embedded DICOM files
Chin, G., Greenwood, M., Carse, J., Coon, A., Sutherland, J., McKenna, S., Morton, C., Fleming, C. & Caffery, L., 28 Jun 2024, In: British Journal of Dermatology. 191, 1, p. i189 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review
Digital eye profiled by retinal vascular features reveals heterogeneous patterns and links to vascular outcomes in type 2 diabetes
Digital eye profiled by retinal vascular features reveals heterogeneous patterns and links to vascular outcomes in type 2 diabetes
Wang, H., Huang, Y., Mookiah, M. R. K., Trucco, M. & Doney, A., 9 May 2024.
Research output: Contribution to conference › Abstract › peer-review
PallorMetrics: Software for Automatically Quantifying Optic Disc Pallor in Fundus Photographs, and Associations With Peripapillary RNFL Thickness
PallorMetrics: Software for Automatically Quantifying Optic Disc Pallor in Fundus Photographs, and Associations With Peripapillary RNFL Thickness
Gibbon, S., Muniz-Terrera, G., Yii, F. S. L., Hamid, C., Cox, S., Maccormick, I. J. C., Tatham, A. J., Ritchie, C., Trucco, E., Dhillon, B. & MacGillivray, T. J., May 2024, In: Translational Vision Science and Technology. 13, 5, 25 p., 20.
Research output: Contribution to journal › Article › peer-review
From Data to Diagnosis: Skin Cancer Image Datasets for Artificial Intelligence
From Data to Diagnosis: Skin Cancer Image Datasets for Artificial Intelligence
Wen, D., Soltan, A., Trucco, E. & Martin, R. N., 29 Mar 2024, (E-pub ahead of print) In: Clinical and Experimental Dermatology. llae112.
Research output: Contribution to journal › Review article › peer-review
Evaluating Deep Learning Networks for the Identification of Secondary Osteon in Human Cortical Bone
Evaluating Deep Learning Networks for the Identification of Secondary Osteon in Human Cortical Bone
Gómez García-Donas, J., Liu, Y., Kranioti, E. F., Trucco, E. & McKenna, S., Mar 2024, p. 60. 1 p.
Research output: Contribution to conference › Other
Ultra-Widefield Imaging of the Retinal Macrovasculature in Parkinson Disease Versus Controls With Normal Cognition Using Alpha-Shapes Analysis
Ultra-Widefield Imaging of the Retinal Macrovasculature in Parkinson Disease Versus Controls With Normal Cognition Using Alpha-Shapes Analysis
Ma, J. P., Robbins, C. B., Pead, E., McGrory, S., Hamid, C., Grewal, D. S., Scott, B. L., Trucco, E., MacGillivray, T. J. & Fekrat, S., Jan 2024, In: Translational Vision Science and Technology. 13, 1, 11 p., 15.
Research output: Contribution to journal › Article › peer-review
Calibrating Where It Matters: Constrained Temperature Scaling
Calibrating Where It Matters: Constrained Temperature Scaling
McKenna, S. & Carse, J., 16 Dec 2023. 4 p.
Research output: Contribution to conference › Paper › peer-review
Multi-modal retinal imaging for investigating neurovascular health
Multi-modal retinal imaging for investigating neurovascular health
Gibbon, S., Hamid, C., Threlfall, A., Ritchie, C., Dhillon, B., Giarratano, Y., Rashid, D., Trucco, E. & MacGillivray, T. J., 28 Nov 2023, In: Eye. 2 p.
Research output: Contribution to journal › Article › peer-review
Graph-Based Fusion of Imaging, Genetic and Clinical Data for Degenerative Disease Diagnosis
Graph-Based Fusion of Imaging, Genetic and Clinical Data for Degenerative Disease Diagnosis
Guo, R., Tian, X., Lin, H., McKenna, S., Li, H-D., Guo, F. & Liu, J., 22 Nov 2023, (E-pub ahead of print) In: IEEE/ACM Transactions on Computational Biology and Bioinformatics . 12 p.
Research output: Contribution to journal › Article › peer-review
Classifying Real-world Macroscopic Images in the Primary-Secondary Care Interface using Transfer Learning: Implications for Development of Artificial Intelligence Solutions using Non-dermoscopic Images
Classifying Real-world Macroscopic Images in the Primary-Secondary Care Interface using Transfer Learning: Implications for Development of Artificial Intelligence Solutions using Non-dermoscopic Images
Carse, J., Süveges, T., Chin, G., Muthiah, S., Morton, C., Proby, C., Trucco, E., Fleming, C. & McKenna, S., 22 Nov 2023, In: Clinical and Experimental Dermatology. 20 p., 11ad400.
Research output: Contribution to journal › Article › peer-review
A review on model-based and model-free approaches to control soft actuators and their potentials in colonoscopy
A review on model-based and model-free approaches to control soft actuators and their potentials in colonoscopy
Asgari, M., Magerand, L. & Manfredi, L., 9 Nov 2023, In: Frontiers in Robotics and AI. 10, 16 p.
Research output: Contribution to journal › Review article › peer-review
A foundation model for generalizable disease detection from retinal images
A foundation model for generalizable disease detection from retinal images
Zhou, Y., Chia, M. A., Wagner, S. K., Ayhan, M. S., Williamson, D. J., Struyven, R. R., Liu, T., Xu, M., Lozano, M. G., Woodward-Court, P., Kihara, Y., Allen, N., Gallacher, J. E. J., Littlejohns, T., Aslam, T., Bishop, P., Black, G., Sergouniotis, P., Atan, D., Dick, A. D., & 74 others , 13 Sept 2023, (E-pub ahead of print) In: Nature.
Research output: Contribution to journal › Article › peer-review
Self-supervised monocular depth estimation for high field of view colonoscopy cameras
Self-supervised monocular depth estimation for high field of view colonoscopy cameras
Mathew, A., Magerand, L., Trucco, E. & Manfredi, L., 25 Jul 2023, In: Frontiers in Robotics and AI. 10, 9 p.
Research output: Contribution to journal › Article › peer-review
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging
Fontanella, A., Antoniou, A., Li, W., Wardlaw, J. M., Mair, G., Trucco, E. & Storkey, A., 23 Jul 2023, Proceedings of the 40th International Conference on Machine Learning (ICML 2023). Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). Vol. 202. p. 10153-10169 17 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
The Scottish Medical Imaging Archive: 57.3 million Radiology Studies Linked to their Medical Records
The Scottish Medical Imaging Archive: 57.3 million Radiology Studies Linked to their Medical Records
Nind, T., Sutherland, J., Krueger, S., Teviotdale, R., Gillen, K., Reel, P. S., Reel, S., Steele, D., Doney, A., Trucco, M. & Jefferson, E., 18 Jul 2023, (Accepted/In press) In: Radiology: Artificial Intelligence.
Research output: Contribution to journal › Article › peer-review
Effects of pupil dilation with topical 0.5% tropicamide on retinal vascular parameters assessed by VAMPIRE® software in healthy cats
Effects of pupil dilation with topical 0.5% tropicamide on retinal vascular parameters assessed by VAMPIRE® software in healthy cats
Cirla, A., Drigo, M., Ballerini, L., Trucco, E. & Barsotti, G., Jul 2023, In: Research in veterinary science. 160, p. 50-54 5 p.
Research output: Contribution to journal › Article › peer-review
Fine-mapping of retinal vascular complexity loci identifies Notch regulation as a shared mechanism with myocardial infarction outcomes
Fine-mapping of retinal vascular complexity loci identifies Notch regulation as a shared mechanism with myocardial infarction outcomes
Villaplana-Velasco, A., Pigeyre, M., Engelmann, J., Rawlik, K., Canela-Xandri, O., Tochel, C., Lona-Durazo, F., Mookiah, M. R. K., Doney, A., Parra, E. J., Trucco, E., MacGillivray, T., Rannikmae, K., Tenesa, A., Pairo-Castineira, E. & Bernabeu, M. O., 15 May 2023, In: Communications Biology. 6, 13 p., 523.
Research output: Contribution to journal › Article › peer-review
Retinal vessel architecture and geometry are not impaired in normal-tension glaucoma
Retinal vessel architecture and geometry are not impaired in normal-tension glaucoma
Leveque, A-S., Bouisse, M., Labarere, J., Trucco, E., Hogg, S., MacGillivray, T., Aptel, F. & Chiquet, C., 25 Apr 2023, In: Scientific Reports. 13, 1, 10 p., 6713.
Research output: Contribution to journal › Article › peer-review
Automatic Segmentation of Osteonal Microstructure in Human Cortical Bone Using Deep Learning: A Proof of Concept
Automatic Segmentation of Osteonal Microstructure in Human Cortical Bone Using Deep Learning: A Proof of Concept
Littek, A., McKenna, S. J., Chiam, W. X., Kranioti, E. F., Trucco, E. & García-Donas, J. G., 19 Apr 2023, In: Biology. 12, 4, 10 p., 619.
Research output: Contribution to journal › Article › peer-review
Association between retinal features from multimodal imaging and schizophrenia
Association between retinal features from multimodal imaging and schizophrenia
Wagner, S. K., Cortina-Borja, M., Silverstein, S. M., Zhou, Y., Romero-Bascones, D., Struyven, R. R., Trucco, E., Mookiah, M. R. K., MacGillivray, T., Hogg, S., Liu, T., Williamson, D. J., Pontikos, N., Patel, P. J., Balaskas, K., Alexander, D. C., Stuart, K. V., Khawaja, A. P., Denniston, A. K., Rahi, J. S., & 2 others , 22 Mar 2023, (E-pub ahead of print) In: JAMA Psychiatry. 10 p.
Research output: Contribution to journal › Article › peer-review
Feasibility of automated gonioscopy imaging in clinical practice
Feasibility of automated gonioscopy imaging in clinical practice
Barbour-Hastie, C., S. Deol, S., Peroni, A., Gillan, S., Trucco, E. & Tatham, A. J., Mar 2023, In: Journal of Glaucoma. 32, 3, p. 159-164 6 p.
Research output: Contribution to journal › Article › peer-review
The persistence of knuckle creases during finger flexion for the identification of perpetrators from digital images of their hands
The persistence of knuckle creases during finger flexion for the identification of perpetrators from digital images of their hands
Dan, L., Hackman, L., Rinaldi, V. & Trucco, E., 13 Feb 2023, (E-pub ahead of print) In: Forensic Science International. 111603.
Research output: Contribution to journal › Article › peer-review
SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation for Colonoscopy Endorobots
SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation for Colonoscopy Endorobots
Mathew, A., Magerand, L., Trucco, E. & Manfredi, L., 19 Jan 2023, 10 p.
Research output: Working paper/Preprint › Preprint
Assessment of indices of conjunctival microvascular function in patients with and without obstructive coronary artery disease
Assessment of indices of conjunctival microvascular function in patients with and without obstructive coronary artery disease
Mailey, J. A., Moore, J. S., Brennan, P. F., Jing, M., Awuah, A., Trucco, E., McLaughlin, J. A. D., Nesbit, M. A., Moore, T. C. B. & Spence, M. S., 13 Jan 2023, (E-pub ahead of print) In: Cardiovascular revascularization medicine : including molecular interventions. 8 p.
Research output: Contribution to journal › Article › peer-review
Retinal vascular changes in Alzheimer’s dementia and mild cognitive impairment: a pilot study using ultra-widefield imaging
Retinal vascular changes in Alzheimer’s dementia and mild cognitive impairment: a pilot study using ultra-widefield imaging
Pead, E., Thompson, A. C., Grewal, D. S., McGrory, S., Robbins, C. B., Ma, J. P., Johnson, K. G., Liu, A. J., Hamid, C., Trucco, E., Ritchie, C. W., Muniz, G., Lengyel, I., Dhillon, B., MacGillivray, T. & Fekrat, S., Jan 2023, In: Translational Vision Science and Technology. 12, 1, 10 p., 13.
Research output: Contribution to journal › Article › peer-review
Synthetic OCT-A blood vessel maps using fundus images and generative adversarial networks
Synthetic OCT-A blood vessel maps using fundus images and generative adversarial networks
Coronado, I., Pachade, S., Trucco, E., Abdelkhaleq, R., Yan, J., Salazar-Marioni, S., Jagolino-Cole, A., Bahrainian, M., Channa, R., Sheth, S. A. & Giancardo, L., 2023, In: Scientific Reports. 13, 12 p., 15325.
Research output: Contribution to journal › Article › peer-review
Radiology report generation using multi–layer visual representation
Radiology report generation using multi–layer visual representation
Wang, C., Janjic, V. & McKenna, S., 2023, 27th Conference on Medical Image Understanding and Analysis 2023. Frontiers Media S.A., p. 251-256 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
ISGIE Preface
ISGIE Preface
Manfredi, L., Taylor, R., Lomanto, D., Mathew, A., Magerand, L. & Trucco, E., 9 Dec 2022, Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis: First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Manfredi, L., Ahmadi, S-A., Bronstein, M., Kazi, A., Lomanto, D., Mathew, A., Magerand, L., Mullakaeva, K., Papiez, B., Taylor, R. H. & Trucco, E. (eds.). 1 ed. Cham: Springer , p. v-vi 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13754).
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Lower fractal dimension of retinal vessel for patients with Birdshot chorioretinopathy
Lower fractal dimension of retinal vessel for patients with Birdshot chorioretinopathy
Furnon, L., Labarere, J., Trucco, E., Hogg, S., MacGillivray, T. & Chiquet, C., 16 Nov 2022, (E-pub ahead of print) In: Acta Ophthalmologica. 11 p.
Research output: Contribution to journal › Article › peer-review
UK Biobank retinal imaging grading: methodology, baseline characteristics and findings for common ocular diseases
UK Biobank retinal imaging grading: methodology, baseline characteristics and findings for common ocular diseases
3 Nov 2022, (E-pub ahead of print) In: Eye (Basingstoke). 8 p.
Research output: Contribution to journal › Article › peer-review
The Eyes as a Window to the Heart: Looking Beyond the Horizon
The Eyes as a Window to the Heart: Looking Beyond the Horizon
Mordi, I. & Trucco, M., 4 Oct 2022, (E-pub ahead of print) In: British Journal of Ophthalmology. 2 p.
Research output: Contribution to journal › Editorial › peer-review
Verification Failures: Assessing the Sample Quality of Fingerprints collected in an African Election Setting
Verification Failures: Assessing the Sample Quality of Fingerprints collected in an African Election Setting
Martin, I., Samuel, O. & Magerand, L., 27 Sep 2022, BIOSIG 2022: Proceedings of the 21st International Conference of the Biometrics Special Interest Group. Brömme, A., Damer, N., Gomez-Barrero, M., Raja, K., Rathgeb, C., Sequeira, A. F., Todisco, M. & Uhl, A. (eds.). IEEE, 4 p. 9896973. (Lecture Notes in Informatics).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Retinal Vascular Measures from Diabetes Retinal Screening Photographs and Risk of Incident Dementia in Type 2 Diabetes: A GoDARTS Study
Retinal Vascular Measures from Diabetes Retinal Screening Photographs and Risk of Incident Dementia in Type 2 Diabetes: A GoDARTS Study
Doney, A. S. F., Nar, A., Huang, Y., Trucco, E., MacGillivray, T., Connelly, P., Leese, G. P. & McKay, G. J., 31 Aug 2022, In: Frontiers in Digital Health: Personalized Medicine. 4, 9 p., 945276.
Research output: Contribution to journal › Article › peer-review
Calibration of Deep Medical Image Classifiers: An Empirical Comparison using Dermatology and Histopathology Datasets
Calibration of Deep Medical Image Classifiers: An Empirical Comparison using Dermatology and Histopathology Datasets
Carse, J., Olmo, A. A. & McKenna, S., 24 Jul 2022, (Accepted/In press) MICCAI Satellite Events joint LNCS proceedings. Springer Nature
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Development of a national dataset of skin images to support evidence-based Artificial Intelligence (AI) in Dermatology
Development of a national dataset of skin images to support evidence-based Artificial Intelligence (AI) in Dermatology
Muthiah, S., Butt, S., McKenna, S., Trucco, E., Martin, R. N., Fleming, C. & Morton, C. A., 5 Jul 2022, In: British Journal of Dermatology. 187, S1, p. 57 1 p., 171.
Research output: Contribution to journal › Meeting abstract › peer-review
Prepare to Succeed: Real-World Image Datasets for Artificial Intelligence in Skin Cancer Triage
Prepare to Succeed: Real-World Image Datasets for Artificial Intelligence in Skin Cancer Triage
Chin, G. X. M., Suveges, T., Carse, J., Butt, S., Muthiah, S., Morton, C., Trucco, E., Proby, C., McKenna, S. & Fleming, C., 5 Jul 2022, In: British Journal of Dermatology. 187, (Suppl. 1), p. 125 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review
Accuracy of Automated Computer-Aided Diagnosis for Stroke Imaging: A critical evaluation of current evidence
Accuracy of Automated Computer-Aided Diagnosis for Stroke Imaging: A critical evaluation of current evidence
Wardlaw, J. M., Mair, G., von Kummer, R., Williams, M. C., Li, W., Storkey, A. J., Trucco, E., Liebeskind, D. S., Farrall, A., Bath, P. M. & White, P., 1 Jul 2022, In: Stroke. 53, 7, p. 2393-2403 11 p.
Research output: Contribution to journal › Review article › peer-review
Identifying Paintwork Deterioration for Image-based Monitoring of Distribution Towers
Identifying Paintwork Deterioration for Image-based Monitoring of Distribution Towers
Odo, A., McKenna, S., Flynn, D. & Vorstius, J., Jul 2022, Proceedings of the IEEE PES General Meeting 2022. IEEE
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Concordance between SIVA, IVAN, and VAMPIRE software tools for semi-automated analysis of retinal vessel caliber
Concordance between SIVA, IVAN, and VAMPIRE software tools for semi-automated analysis of retinal vessel caliber
Mautuit, T., Cunnac, P., Cheung, C. Y., Wong, T. Y., Hogg, S., Trucco, E., Daien, V., MacGillivray, T. J., Labarere, J. & Chiquet, C., 25 May 2022, In: Diagnostics. 12, 6, 12 p., 1317.
Research output: Contribution to journal › Article › peer-review
A novel algorithm for cardiovascular screening using conjunctival microcirculatory parameters and blood biomarkers
A novel algorithm for cardiovascular screening using conjunctival microcirculatory parameters and blood biomarkers
Awuah, A., Moore, J. S., Nesbit, M. A., Ruddock, M. W., Brennan, P. F., Mailey, J. A., McNeil, A. J., Jing, M., Finlay, D. D., Trucco, E., Kurth, M. J., Watt, J., Lamont, J. V., Fitzgerald, P., Spence, M. S., McLaughlin, J. A. D. & Moore, T. C. B., 21 Apr 2022, In: Scientific Reports. 12, 9 p., 6545.
Research output: Contribution to journal › Article › peer-review
The accuracy of automated computer-aided diagnosis for stroke imaging: A critical evaluation of current evidence
The accuracy of automated computer-aided diagnosis for stroke imaging: A critical evaluation of current evidence
Wardlaw, J. M., Mair, G., von Kummer, R., Williams, M. C., Li, W., Storkey, A. J., Trucco, E., Liebeskind, D. S., Farrall, A., Bath, P. M. & White, P., 20 Apr 2022, (E-pub ahead of print) In: Stroke.
Research output: Contribution to journal › Article › peer-review
Comparing Measurements of Vascular Diameter Using Adaptative Optics Imaging and Conventional Fundus Imaging
Comparing Measurements of Vascular Diameter Using Adaptative Optics Imaging and Conventional Fundus Imaging
Mautuit, T., Semecas, R., Hogg, S., Daien, V., Gavard, O., Chateau, N., MacGillivray, T., Trucco, E. & Chiquet, C., 13 Mar 2022, In: Diagnostics. 12, 3, 11 p., 705.
Research output: Contribution to journal › Article › peer-review
Prediction of Major Adverse Cardiovascular Events from Retinal, Clinical and Genomic Data in Individuals with Type 2 Diabetes: A Population Cohort Study
Prediction of Major Adverse Cardiovascular Events from Retinal, Clinical and Genomic Data in Individuals with Type 2 Diabetes: A Population Cohort Study
Mordi, I. R., Trucco, E., Syed, M. G., MacGillivray, T., Nar, A., Huang, Y., George, G., Hogg, S., Venkateshan, R., Prathiba, V., Anjana, R. M., Mohan, V., Palmer, C. N. A., Pearson, E. R., Lang, C. C. & Doney, A. S. F., 17 Jan 2022, (E-pub ahead of print) In: Diabetes Care. 7 p., dc21114.
Research output: Contribution to journal › Article › peer-review
Real-Time Lumen Detection for Autonomous Colonoscopy
Real-Time Lumen Detection for Autonomous Colonoscopy
Al-Bander, B., Mathew, A., Magerand, L., Trucco, M. & Manfredi, L., 2022, Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis: First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Manfredi, L., Ahmadi, S-A., Bronstein, M., Kazi, A., Lomanto, D., Mathew, A., Magerand, L., Mullakaeva, K., Papiez, B., Taylor, R. H. & Trucco, E. (eds.). 1 ed. Springer , p. 35-44 10 p. (Lecture Notes in Computer Science; vol. 13754).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis: First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings
Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis: First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings
Manfredi, L. (ed.), Ahmadi, S-A. (ed.), Bronstein, M. (ed.), Kazi, A. (ed.), Lomanto, D. (ed.), Mathew, A. (ed.), Magerand, L. (ed.), Mullakaeva, K. (ed.), Papiez, B. (ed.), Taylor, R. H. (ed.) & Trucco, E. (ed.), 2022, 1 ed. Switzerland: Springer . 129 p. (Lecture Notes in Computer Science; vol. 13754)
Research output: Book/Report › Book
2D alpha-shapes to quantify retinal microvasculature morphology and their application to proliferative diabetic retinopathy characterisation in fundus photographs
2D alpha-shapes to quantify retinal microvasculature morphology and their application to proliferative diabetic retinopathy characterisation in fundus photographs
Pead, E., Giarratano, Y., Tatham, A. J., Bernabeu, M. O., Dhillon, B., Trucco, E. & MacGillivray, T., Dec 2021, In: Scientific Reports. 11, 1, 8 p., 22814.
Research output: Contribution to journal › Article › peer-review
Semantic segmentation of gonio-photographs via adaptive ROI localisation and uncertainty estimation
Semantic segmentation of gonio-photographs via adaptive ROI localisation and uncertainty estimation
Peroni, A., Paviotti, A., Campigotto, M., Pinto, L. A., Cutolo, C. A., Gong, J., Patel, S., Cobb, C., Gillan, S., Tatham, A. J. & Trucco, M., 25 Nov 2021, In: BMJ Open Ophthalmology. 6, 1, 7 p., e000898.
Research output: Contribution to journal › Article › peer-review
Bone microstructure identification using deep learning: A pilot study
Bone microstructure identification using deep learning: A pilot study
Gómez García-Donas, J., Hurrell, R., Kranioti, E. F., Trucco, E. & McKenna, S. J., 13 Nov 2021, p. 21-21. 1 p.
Research output: Contribution to conference › Abstract
Aerial Image Analysis using Deep Learning for Electrical Overhead Line Network Asset Management
Aerial Image Analysis using Deep Learning for Electrical Overhead Line Network Asset Management
Odo, A., McKenna, S., Flynn, D. & Vorstius, J. B., 26 Oct 2021, In: IEEE Access. 9, p. 146281-146295 15 p.
Research output: Contribution to journal › Article › peer-review
Robust Selective Classification of Skin Lesions with Asymmetric Costs
Robust Selective Classification of Skin Lesions with Asymmetric Costs
Carse, J., Suveges, T., Hogg, S., Trucco, E., Proby, C., Fleming, C. & McKenna, S., 25 Sep 2021, (E-pub ahead of print) MICCAI UNSURE Workshop. Cham: Springer , p. 112-121 10 p. (Lecture Notes in Computer Science; vol. 12959).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
On clinical agreement on the visibility and extent of anatomical layers in digital gonio-photographs
On clinical agreement on the visibility and extent of anatomical layers in digital gonio-photographs
Peroni, A., Paviotti, A., Campigotto, M., Pinto, L. A., Cutolo, C. A., Shi, Y., Cobb, C., Gong, J., Patel, S., Gillan, S., Tatham, A. J. & Trucco, E., 1 Sep 2021, In: Translational Vision Science and Technology. 10, 11, 10 p., 1.
Research output: Contribution to journal › Article › peer-review
Retinal Imaging in Alzheimer’s Disease
Retinal Imaging in Alzheimer’s Disease
Cheung, C. Y. (Lead / Corresponding author), Mok, V., Foster, P. J., Trucco, E., Chen, C. L. H. & Wong, T.-Y., 1 Sept 2021, In: Journal of Neurology, Neurosurgery and Psychiatry. 92, 9, p. 983-994 12 p.
Research output: Contribution to journal › Review article › peer-review
Using machine learning approaches for multi-omics data analysis: A review
Using machine learning approaches for multi-omics data analysis: A review
Reel, P. S., Reel, S., Pearson, E., Trucco, E. & Jefferson, E., Jul 2021, In: Biotechnology Advances. 49, 24 p., 107739.
Research output: Contribution to journal › Review article › peer-review
Assessment of the conjunctival microcirculation in adult patients with cyanotic congenital heart disease compared to healthy controls
Assessment of the conjunctival microcirculation in adult patients with cyanotic congenital heart disease compared to healthy controls
Brennan, P. F., Jing, M., McNeil, A. J., Awuah, A., Mailey, J., Kelly, B., Finlay, D. D., Blighe, K., McLaughlin, J. A. D., Nesbit, M. A., Trucco, E., Lockhart, C. J., Moore, T. C. B. & Spence, M. S., Jul 2021, In: Microvascular Research. 136, 9 p., 104167.
Research output: Contribution to journal › Article › peer-review
Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding
Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding
Carse, J., Carey, F. & McKenna, S., 25 May 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI 2021). IEEE, p. 1254-1258 5 p. 9434140. (Proceedings – International Symposium on Biomedical Imaging).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Cam-softmax for discriminative deep feature learning
Cam-softmax for discriminative deep feature learning
Suveges, T. & McKenna, S., 5 May 2021, Proceedings of the 25th International Conference on Pattern Recognition. Milan: IEEE, p. 5996-6002 7 p. 9412895
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Retinal vessel phenotype in patients with a history of retinal vein occlusion
Retinal vessel phenotype in patients with a history of retinal vein occlusion
Semecas, R., Arnould, L., Aptel, F., Gavard, O., Mautuit, T., Creuzot-Garcher, C., Bron, A., MacGillivray, T., Hogg, S., Trucco, E. & Chiquet, C., 28 Apr 2021, (E-pub ahead of print) In: Ophthalmic Research. p. 493-519 12 p.
Research output: Contribution to journal › Article › peer-review
Assessment of the conjunctival microcirculation for patients presenting with acute myocardial infarction compared to healthy controls
Assessment of the conjunctival microcirculation for patients presenting with acute myocardial infarction compared to healthy controls
Brennan, P. F. (Lead / Corresponding author), McNeil, A. J., Jing, M., Awuah, A., Moore, J. S., Mailey, J., Finlay, D. D., Blighe, K., McLaughlin, J. A. D., Nesbit, M. A., Trucco, E., Moore, T. C. B. & Spence, M. S., 7 Apr 2021, In: Scientific Reports. 11, 9 p., 7660.
Research output: Contribution to journal › Article › peer-review
On the quantitative effects of compression of retinal fundus images on morphometric vascular measurements in VAMPIRE
On the quantitative effects of compression of retinal fundus images on morphometric vascular measurements in VAMPIRE
INSPIRED project, Mookiah, M. R. K. (Lead / Corresponding author), Hogg, S., MacGillivray, T. & Trucco, E., Apr 2021, In: Computer Methods and Programs in Biomedicine. 202, 17 p., 105969.
Research output: Contribution to journal › Article › peer-review
Investigation of associations between retinal microvascular parameters and albuminuria in UK Biobank: a cross-sectional case-control study
Investigation of associations between retinal microvascular parameters and albuminuria in UK Biobank: a cross-sectional case-control study
Paterson, E. N., Cardwell, C., MacGillivray, T. J., Trucco, E., Doney, A. S., Foster, P., Maxwell, A. P., McKay, G. J. (Lead / Corresponding author) & UK Biobank Eye and Vision Consortium, 25 Feb 2021, In: BMC Nephrology. 22, 11 p., 72.
Research output: Contribution to journal › Article › peer-review
Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestries
Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestries
NEIGHBORHOOD Consortium, ANZRAG Consortium, BioBank Japan Project, UK Biobank Eye and Vision Consortium, Gharahkhani, P. (Lead / Corresponding author), Jorgenson, E., Hysi, P., Khawaja, A. P., Pendergrass, S., Han, X., Ong, J. S., Hewitt, A. W., Segrè, A. V., Rouhana, J. M., Hamel, A. R., Igo, R. P. & Choquet, H. & 66 others, , 24 Feb 2021, In: Nature Communications. 12, 16 p., 1258.
Research output: Contribution to journal › Article › peer-review
A Review of Machine Learning Methods for Retinal Blood Vessel Segmentation and Artery/Vein Classification
A Review of Machine Learning Methods for Retinal Blood Vessel Segmentation and Artery/Vein Classification
Mookiah, M. R. K., Hogg, S., MacGillivray, T. J., Prathiba, V., Pradeepa, R., Mohan, V., Anjana, R. M., Doney, A. S., Palmer, C. N. A. & Trucco, E., Feb 2021, In: Medical Image Analysis. 68, 26 p., 101905.
Research output: Contribution to journal › Review article › peer-review
Are Cardiovascular Risk Scores from Genome and Retinal Image Complementary? A Deep Learning Investigation in a Diabetic Cohort
Are Cardiovascular Risk Scores from Genome and Retinal Image Complementary? A Deep Learning Investigation in a Diabetic Cohort
Syed, M. G., Doney, A., George, G., Mordi, I. & Trucco, E., 2021, Ophthalmic Medical Image Analysis: 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). 1 ed. Switzerland: Springer , p. 109-118 10 p. (Lecture Notes in Computer Science; vol. 12970).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Egomap: Hierarchical First-person Semantic Mapping
Egomap: Hierarchical First-person Semantic Mapping
Suveges, T. & McKenna, S. (Lead / Corresponding author), 2021, Pattern Recognition. ICPR International Workshops and Challenges : Virtual Event, January 10–15, 2021, Proceedings, Part III. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Switzerland: Springer , p. 348-363 16 p. (Lecture Notes in Computer Science; vol. 12663).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Retinal vascular caliber changes after laser photocoagulation in diabetic retinopathy
Retinal vascular caliber changes after laser photocoagulation in diabetic retinopathy
Muhiddin, H. S., Panggalo, I. (Lead / Corresponding author), Ichsan, A. M., Budu, Trucco, E. & Ellis, J., 29 Dec 2020, In: Medical Journal of Indonesia. 29, 4, p. 366-371 6 p.
Research output: Contribution to journal › Article › peer-review
Genome-wide association meta-analysis of corneal curvature identifies novel loci and shared genetic influences across axial length and refractive error
Genome-wide association meta-analysis of corneal curvature identifies novel loci and shared genetic influences across axial length and refractive error
Fan, Q., Pozarickij, A., Tan, N. Y. Q., Guo, X., Verhoeven, V. J. M., Vitart, V., Guggenheim, J. A., Miyake, M., Tideman, J. W. L., Khawaja, A. P., Zhang, L., MacGregor, S., Höhn, R., Chen, P., Biino, G., Wedenoja, J., Saffari, S. E., Tedja, M. S., Xie, J., Lanca, C., & 39 others , Dec 2020, In: Communications Biology. 3, 1, p. 1-14 14 p., 133.
Research output: Contribution to journal › Article › peer-review
Predicting Full-Scale and Verbal Intelligence Scores from Functional Connectomic Data in Individuals with Autism Spectrum Disorder
Predicting Full-Scale and Verbal Intelligence Scores from Functional Connectomic Data in Individuals with Autism Spectrum Disorder
Dryburgh, E., McKenna, S. & Rekik, I. (Lead / Corresponding author), Oct 2020, In: Brain Imaging and Behavior. 14, p. 1769-1778 10 p.
Research output: Contribution to journal › Article › peer-review
Developing Electron Microscopy Tools for Profiling Plasma Lipoproteins Using Methyl Cellulose Embedment, Machine Learning and Immunodetection of Apolipoprotein B and Apolipoprotein(a)
Developing Electron Microscopy Tools for Profiling Plasma Lipoproteins Using Methyl Cellulose Embedment, Machine Learning and Immunodetection of Apolipoprotein B and Apolipoprotein(a)
Giesecke, Y., Soete, S., MacKinnon, K., Tsiaras, T., Ward, M., Althobaiti, M., Suveges, T., Lucocq, J. E., McKenna, S. J. & Lucocq, J. M. (Lead / Corresponding author), 2 Sept 2020, In: International Journal of Molecular Sciences. 21, 17, 25 p., 6373.
Research output: Contribution to journal › Article › peer-review
Retinal Vessel Analysis as a Novel Screening Tool to Identify Childhood Acute Lymphoblastic Leukemia Survivors at Risk of Cardiovascular Disease
Retinal Vessel Analysis as a Novel Screening Tool to Identify Childhood Acute Lymphoblastic Leukemia Survivors at Risk of Cardiovascular Disease
Azanan, M. S., Chandrasekaran, S., Rosli, E. S., Chua, L. L., Oh, L., Chin, T. F., Yap, T. Y., Rajagopal, R., Rajasuriar, R., MacGillivray, T., Trucco, E., Ramli, N., Kamalden, T. A. & Ariffin, H., Aug 2020, In: Journal of Pediatric Hematology/Oncology. 42, 6, p. e394-e400 7 p.
Research output: Contribution to journal › Article › peer-review
Foreword
Foreword
Ferrari, V., Fisher, B., Schmid, C. & Trucco, E., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVI. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Switzerland: Springer , p. v 1 p. (Lecture Notes in Computer Science; vol. 12371).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Foreword
Foreword
Ferrari, V., Fisher, B., Schmid, C. & Trucco, E., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVIII. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Switzerland: Springer , p. v 1 p. (Lecture Notes in Computer Science; vol. 12373).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Foreword
Foreword
Ferrari, V., Fisher, B., Schmid, C. & Trucco, E., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVII. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Switzerland: Springer , Vol. 12362 LNCS. p. v 1 p. (Lecture Notes in Computer Science; vol. 12362).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Foreword
Foreword
Ferrari, V., Fisher, B., Schmid, C. & Trucco, E., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXI. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Switzerland: Springer , Vol. 12366 LNCS. p. v 1 p. (Lecture Notes in Computer Science; vol. 12366).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Foreword
Foreword
Ferrari, V., Fisher, B., Schmid, C. & Trucco, E., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXV. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Switzerland: Springer , Vol. 12370 LNCS. p. v 1 p. (Lecture Notes in Computer Science; vol. 12370).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Foreword
Foreword
Ferrari, V., Fisher, B., Schmid, C. & Trucco, E., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part IV. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Switzerland: Springer , Vol. 12349 LNCS. p. v 1 p. (Lecture Notes in Computer Science; vol. 12349).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Automated Classification for Visual-Only Post-Mortem Inspection of Porcine Pathology
Automated Classification for Visual-Only Post-Mortem Inspection of Porcine Pathology
McKenna, S. (Lead / Corresponding author), Amaral, T. & Kyriazakis, I., Apr 2020, In: IEEE Transactions on Automation Science and Engineering. 17, 2, p. 1005-1016 12 p., 8963870.
Research output: Contribution to journal › Article › peer-review
Towards the Automatic Visual Monitoring of Electricity Pylons from Aerial Images
Towards the Automatic Visual Monitoring of Electricity Pylons from Aerial Images
Odo, A., McKenna, S., Flynn, D. & Vorstius, J., 27 Feb 2020, Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Farinella, G. M., Radeva, P. & Braz, J. (eds.). VISAPP, Vol. 5. p. 566-573 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Association between Hypertension and Retinal Vascular Features in Ultra-Widefield Fundus Imaging
Association between Hypertension and Retinal Vascular Features in Ultra-Widefield Fundus Imaging
Robertson, G., Fleming, A., Williams, M. C., Trucco, M., Quinn, N. B., Hogg, R. E., McKay, G. J., Kee, F., Young, I., Pellegrini, E., Newby, D. E., van Beek, E. J. R., Peto, T., Dhillon, B., van Hemert, J. & MacGillivray, T. J., Feb 2020, In: Open Heart. 7, 1, p. 1-7 7 p., e001124.
Research output: Contribution to journal › Article › peer-review
Revisiting Projective Structure from Motion: A Robust and Efficient Incremental Solution
Revisiting Projective Structure from Motion: A Robust and Efficient Incremental Solution
Magerand, L. & Del Bue, A., Feb 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 2, p. 430-443 14 p., 8395064.
Research output: Contribution to journal › Article › peer-review
Retinal Vessel Phenotype In Patients With Primary Open-Angle Glaucoma
Retinal Vessel Phenotype In Patients With Primary Open-Angle Glaucoma
Chiquet, C., Gavard, O., MacGillivray, T. J., Bron, A. M., Semecas, R., Arnould, L., Trucco, M. & Aptel, F., 24 Jan 2020, In: Acta Ophthalmologica. 98, 1, p. e88-e93 6 p.
Research output: Contribution to journal › Article › peer-review
Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population
Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population
Ballerini, L., Fetit, A. E., Wunderlich, S., Lovreglio, R., McGrory, S., Valdes-Hernandez, M., MacGillivray, T., Doubal, F. N., Deary, I. J., Wardlaw, J. & Trucco, E., 2020, Medical Image Understanding and Analysis – 24th Annual Conference, MIUA 2020, Proceedings: Medical Image Understanding and Analysis . Papiez, B. W., Namburete, A. I. L., Yaqub, M. & Noble, J. A. (eds.). Switzerland: Springer , p. 400-409 10 p. (Communications in Computer and Information Science; vol. 1248).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A Deep Learning Approach for Semantic Segmentation of Gonioscopic Images to Support Glaucoma Categorization
A Deep Learning Approach for Semantic Segmentation of Gonioscopic Images to Support Glaucoma Categorization
Peroni, A., Cutolo, C. A., Pinto, L. A., Paviotti, A., Campigotto, M., Cobb, C., Gong, J., Patel, S., Tatham, A., Gillan, S. & Trucco, E., 2020, Medical Image Understanding and Analysis – 24th Annual Conference, MIUA 2020, Proceedings. Papiez, B. W., Namburete, A. I. L., Yaqub, M. & Noble, J. A. (eds.). Switzerland: Springer , p. 373-386 14 p. (Communications in Computer and Information Science; vol. 1248).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Quantitative Measurements of Enlarged Perivascular Spaces in the Brain are Associated with Retinal Microvascular Parameters in Older Community-Dwelling Subjects
Quantitative Measurements of Enlarged Perivascular Spaces in the Brain are Associated with Retinal Microvascular Parameters in Older Community-Dwelling Subjects
Ballerini, L., McGrory, S., Valdés Hernández, M. D. C., Lovreglio, R., Pellegrini, E., MacGillivray, T., Muñoz Maniega, S., Henderson, R., Taylor, A., Bastin, M. E., Doubal, F., Trucco, E., Deary, I. J. & Wardlaw, J., 2020, In: Cerebral Circulation – Cognition and Behavior. 1, 9 p., 100002.
Research output: Contribution to journal › Article › peer-review
Associations with photoreceptor thickness measures in the UK Biobank
Associations with photoreceptor thickness measures in the UK Biobank
UK Biobank Eye and Vision Consortium, Chua, S. Y. L., Dhillon, B., Aslam, T., Balaskas, K., Yang, Q., Keane, P. A., Tufail, A., Reisman, C., Foster, P. J. & Patel, P. J., 19 Dec 2019, In: Scientific Reports. 9, p. 1-14 14 p., 19440.
Research output: Contribution to journal › Article › peer-review
Retinal Vessel Phenotype in Patients with Non-Arteritic Anterior Ischemic Optic Neuropathy
Retinal Vessel Phenotype in Patients with Non-Arteritic Anterior Ischemic Optic Neuropathy
Remond, P., Aptel, F., Cunnac, P., Labarere, J., Palombi, K., Pepin, J-L., Pollet-Villard, F., Hogg, S., Wang, R., MacGillivray, T., Trucco, E. & Chiquet, C., Dec 2019, In: American Journal of Ophthalmology. 208, p. 178-184 7 p.
Research output: Contribution to journal › Article › peer-review
Retinal microvascular features and cognitive change in the Lothian-Birth Cohort 1936
Retinal microvascular features and cognitive change in the Lothian-Birth Cohort 1936
McGrory, S., Ballerini, L., Okely, J. A., Ritchie, S. J., Doubal, F. N., Doney, A. S. F., Dhillon, B., Starr, J. M., MacGillivray, T. J., Trucco, E., Wardlaw, J. M. & Deary, I. J., 1 Dec 2019, In: Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring. 11, p. 500-509 10 p.
Research output: Contribution to journal › Article › peer-review
Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease
Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease
Veluchamy, A., Ballerini, L., Vitart, V., Schraut, K. E., Kirin, M., Campbell, H., Joshi, P. K., Relan, D., Harris, S., Vaidya, S. S. ., Dhillon, B., Zhou, K., Pearson, E., Hayward, C., Polašek, O., Deary, I. J., MacGillivray, T. J., Wilson, J. F., Trucco, M., Palmer, C., & 1 others , Dec 2019, In: Arteriosclerosis, Thrombosis, and Vascular Biology. 39, 12, p. 2542-2552 11 p.
Research output: Contribution to journal › Article › peer-review
Multi-trait genome-wide association study identifies new loci associated with optic disc parameters
Multi-trait genome-wide association study identifies new loci associated with optic disc parameters
NEIGHBORHOOD Consortium & UK Biobank Eye and Vision Consortium, 27 Nov 2019, In: Communications Biology. 2, 1, 13 p., 435.
Research output: Contribution to journal › Article › peer-review
VAMPIRE® fundus image analysis algorithms: Validation and diagnostic relevance in hypertensive cats
VAMPIRE® fundus image analysis algorithms: Validation and diagnostic relevance in hypertensive cats
Cirla, A., Drigo, M., Ballerini, L., Trucco, E. & Barsotti, G., 1 Nov 2019, In: Veterinary Ophthalmology. 22, 6, p. 819-827 9 p.
Research output: Contribution to journal › Article › peer-review
Quantitative assessment of the conjunctival microcirculation using a smartphone and slit-lamp biomicroscope
Quantitative assessment of the conjunctival microcirculation using a smartphone and slit-lamp biomicroscope
Brennan, P. F., Mcneil, A. J., Jing, M., Awuah, A., Finlay, D. D., Blighe, K., McLaughlin, J. A. D., Wang, R., Moore, J. E., Nesbit, M. A., Trucco, E., Spence, M. S. & Moore, C. B. T., Nov 2019, In: Microvascular Research. 126, p. 1-5 5 p., 103907.
Research output: Contribution to journal › Article › peer-review
Investigating the Relationship Between Type 2 Diabetes and Dementia Using Electronic Medical Records in the GoDARTS Bioresource
Investigating the Relationship Between Type 2 Diabetes and Dementia Using Electronic Medical Records in the GoDARTS Bioresource
Doney, A. S. F., Bonney, W., Jefferson, E., Walesby, K. E., Bittern, R., Trucco, E., Connelly, P., McCrimmon, R. J. & Palmer, C. N. A., Oct 2019, In: Diabetes Care. 42, 10, p. 1973-1980 8 p.
Research output: Contribution to journal › Article › peer-review
Automated detection of age-related macular degeneration in color fundus photography: a systematic review
Automated detection of age-related macular degeneration in color fundus photography: a systematic review
Pead, E., Megaw, R., Cameron, J., Fleming, A., Dhillon, B., Trucco, E. & MacGillivray, T., 1 Jul 2019, In: Survey of Ophthalmology. 64, 4, p. 498-511 14 p.
Research output: Contribution to journal › Article › peer-review
Using Orthogonal Locality Preserving Projections to Find Dominant Features for Classifying Retinal Blood Vessels
Using Orthogonal Locality Preserving Projections to Find Dominant Features for Classifying Retinal Blood Vessels
Relan, D., Ballerini, L., Trucco, E. & MacGillivray, T., 30 May 2019, In: Multimedia Tools and Applications. 78, 10, p. 12783-12803 21 p.
Research output: Contribution to journal › Article › peer-review
Retinal microvasculature and cerebral small vessel disease in the Lothian Birth Cohort 1936 and Mild Stroke Study
Retinal microvasculature and cerebral small vessel disease in the Lothian Birth Cohort 1936 and Mild Stroke Study
McGrory, S., Ballerini, L., Doubal, F. N., Staals, J., Allerhand, M., Valdes-Hernandez, M. D. C., Wang, X., MacGillivray, T., Doney, A. S. F., Dhillon, B., Starr, J. M., Bastin, M. E., Trucco, E., Deary, I. J. & Wardlaw, J. M., 19 Apr 2019, In: Scientific Reports. 9, 11 p., 6320.
Research output: Contribution to journal › Article › peer-review
High-Throughput, Time-Resolved Mechanical Phenotyping of Prostate Cancer Cells
High-Throughput, Time-Resolved Mechanical Phenotyping of Prostate Cancer Cells
Belotti, Y. (Lead / Corresponding author), Tolomeo, S., Conneely, M., Huang, T., McKenna, S., Nabi, G. & McGloin, D. (Lead / Corresponding author), 5 Apr 2019, In: Scientific Reports. 9, 9 p., 5742.
Research output: Contribution to journal › Article › peer-review
An Image Processing System for Char Combustion Reactivity Characterisation
An Image Processing System for Char Combustion Reactivity Characterisation
Chaves, D., Trucco, E., Barraza, J. & Trujillo, M. P., Apr 2019, In: Computers in Industry. 106, p. 60-70 11 p.
Research output: Contribution to journal › Article › peer-review
A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features
A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features
Fetit, A. (Lead / Corresponding author), Doney, A., Hogg, S., Wang, R., MacGillivray, T., Wardlaw, J. M., Doubal, F. N., McKay, G. J., McKenna, S. & Trucco, E., 5 Mar 2019, In: Scientific Reports. 9, 10 p., 3591.
Research output: Contribution to journal › Article › peer-review
Cohort profile: Design and methods in the eye and vision consortium of UK Biobank
Cohort profile: Design and methods in the eye and vision consortium of UK Biobank
UK Biobank Eye and Vision Consortium, Chua, S. Y. L., Thomas, D., Allen, N., Lotery, A., Desai, P., Patel, P., Muthy, Z., Sudlow, C., Peto, T., Khaw, P. T. & Foster, P. J., 21 Feb 2019, In: BMJ Open. 9, 2, p. e025077 13 p., e025077.
Research output: Contribution to journal › Article › peer-review
Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development
Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development
UK Biobank Eye and Vision Consortium, Pozarickij, A., Williams, C., Hysi, P. G. & Guggenheim, J. A., 2019, In: Communications Biology. 2, p. 1-8 8 p., 167.
Research output: Contribution to journal › Article › peer-review
Labels 2019 preface
Labels 2019 preface
Heller, N., Sznitman, R., Cheplygina, V., Mateus, D. & Trucco, E., 1 Jan 2019, Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention: International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Zhou, L., Heller, N., Shi, Y., Xiao, Y., Sznitman, R., Cheplygina, V., Mateus, D., Trucco, E., Hu, X. S., Chen, D., Chabanas, M., Rivaz, H. & Reinertsen, I. (eds.). Switzerland: Springer , Vol. 11851. p. vii 1 p. (Lecture Notes in Computer Science; vol. 11851).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Active Learning for Patch-Based Digital Pathology using Convolutional Neural Networks to Reduce Annotation Costs
Active Learning for Patch-Based Digital Pathology using Convolutional Neural Networks to Reduce Annotation Costs
Carse, J. (Lead / Corresponding author) & McKenna, S., 2019, Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10–13, 2019, Proceedings. Reyes-Aldasoro, C. C., Janowczyk, A., Veta, M., Bankhead, P. & Sirinukunwattana, K. (eds.). Switzerland: Springer , p. 20-27 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11435 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention
Wiratunga, N., Corsar, D., Martin, K., Wijekoon, A., Elyan, E., Cooper, K., Ibrahim, Z., Celiktutan, O., Dobson, R. J., McKenna, S., Morris, J., Waller, A., Abd-Alhammed, R., Qahwaji, R. & Chaudhuri, R., 2019, KDH 2019: Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data. Wiratunga, N., Coenen, F. & Sani, S. (eds.). Germany: CEUR-WS, Vol. 2429. p. 60-67 8 p. 10. (CEUR Workshop Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
The challenges of assembling, maintaining and making available large data sets of clinical data for research
The challenges of assembling, maintaining and making available large data sets of clinical data for research
Jefferson, E. R. & Trucco, E., 2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press, p. 429-444 16 p. (The Elsevier and MICCAI Society Book Series).
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering
Mookiah, M. R. K., McGrory, S., Hogg, S., Price, J., Forster, R., MacGillivray, T. J. & Trucco, E., 14 Sep 2018, Computational Pathology and Ophthalmic Medical Image Analysis – First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 294-302 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Sequential Recognition of Manipulation Actions Using Discriminative Superpixel Group Mining
Sequential Recognition of Manipulation Actions Using Discriminative Superpixel Group Mining
Huang, T. & McKenna, S., 6 Sept 2018, p. 579-583. 5 p.
Research output: Contribution to conference › Paper › peer-review
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases
McKenna, S., Amaral, T., Plotz, T. & Kyriazakis, I., 1 Sept 2018, In: Pattern Recognition Letters. 112, p. 290-296 7 p.
Research output: Contribution to journal › Article › peer-review
Superpixel Group Mining for Manipulation Action Recognition
Superpixel Group Mining for Manipulation Action Recognition
Huang, T. & McKenna, S., 27 Jul 2018, ReaLX 2018: Proceedings of the SICSA Workshop on Reasoning, Learning and Explainability. Martin , K., Wiratunga, N. & Smith, L. S. (eds.). CEUR-WS, Vol. 2151. p. 1-5 5 p. (CEUR Workshop Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multimodal Egocentric Analysis of Focused Interactions
Multimodal Egocentric Analysis of Focused Interactions
Bano, S., Suveges, T., Zhang, J. & McKenna, S. (Lead / Corresponding author), 25 Jun 2018, In: IEEE Access. 6, p. 37493-37505 13 p.
Research output: Contribution to journal › Article › peer-review
Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error
Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error
CREAM, 23andMe Research Team, UK Biobank Eye and Vision Consortium & Klaver, C. C. W., 1 Jun 2018, In: Nature Genetics. 50, 6, p. 834-848 15 p.
Research output: Contribution to journal › Article › peer-review
Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video
Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video
Bano, S., Zhang, J. & McKenna, S., 23 Jan 2018, 2017 IEEE International Conference on Computer Vision Workshop (ICCVW). IEEE, p. 2322-2330 9 p. (Proceedings – 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review
Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review
Pellegrini, E., Ballerini, L., Hernandez, M. D. C. V., Chappell, F. M., González-Castro, V., Anblagan, D., Danso, S., Maniega, S. M., Job, D. E., Pernet, C., Mair, G., MacGillivray, T., Trucco, E. & Wardlaw, J. M., 2018, In: Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring. 10, p. 519-535 17 p.
Research output: Contribution to journal › Article › peer-review
OMIA 2018 Preface
OMIA 2018 Preface
Xu, Y., Trucco, E., Garvin, M. K., Chen, X. & Bogunović, H., 2018, Computational Pathology and Ophthalmic Medical Image Analysis: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 – 20, 2018, Proceedings. 1 ed. Vol. 11039 LNCS. p. IX
Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript
LABELS 2018 Preface
LABELS 2018 Preface
Sznitman, R., Cheplygina, V., Mateus, D., Maier-Hein, L., Granger, E., Jannin, P. & Trucco, E., 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Stoyanov, D., Taylor, Z., Balocco, S., Sznitman, R., Martel, A., Maier-Hein, L., Duong, L., Zahnd, G., Demirci, S., Albarqouni, S., Lee, S-L., Moriconi, S., Cheplygina, V., Mateus, D., Trucco, E., Granger, E. & Jannin, P. (eds.). 1 ed. Switzerland: Springer , Vol. 11043. p. IX 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
COMPAY 2018 Preface
COMPAY 2018 Preface
Ciompi, F., van der Laak, J., Rajpoot, N., McKenna, S., Veta, M. & Snead, D., 2018, Computational Pathology and Ophthalmic Medical Image Analysis: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 – 20, 2018, Proceedings. 1 ed. Vol. 11039 LNCS. p. VII (Image Processing, Computer Vision, Pattern Recognition, and Graphics; vol. 11039).
Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript
Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features
Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features
Manivannan, S., Li, W., Zhang, J., Trucco, E. & McKenna, S. (Lead / Corresponding author), Jan 2018, In: IEEE Transactions on Medical Imaging. 37, 1, p. 210-221 12 p.
Research output: Contribution to journal › Article › peer-review
Practical Projective Structure from Motion (P2SfM)
Practical Projective Structure from Motion (P2SfM)
Magerand, L. & Bue, A. D., 22 Dec 2017, Proceedings – 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers, p. 39-47 9 p. 8237276. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population
Fetit, A., Manivannan, S., McGrory, S., Ballerini, L., Doney, A., MacGillivray, T. J., Deary, I. J., Wardlaw, J. M., Doubal, F., McKay, G. J., McKenna, S. & Trucco, E., 14 Sept 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, held in conjunction with MICCAI2017, Quebec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). Switzerland: Springer , p. 150-158 9 p. (Lecture Notes in Computer Science; vol. 10554).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Microfluidics-based, time-resolved mechanical phenotyping of cells using high-speed imaging
Microfluidics-based, time-resolved mechanical phenotyping of cells using high-speed imaging
Belotti, Y., Conneely, M., Huang, T., McKenna, S., Nabi, G. & McGloin, D., 28 Jul 2017, Novel Biophotonics Techniques and Applications IV. Vitkin, I. A. & Amelink, A. (eds.). United States: Optical Society of America, Vol. 10413. 1041305. (Progress in Biomedical Optics and Imaging – Proceedings of SPIE; vol. 10413).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Quantitative Measurements of Enlarged Perivascular Spaces in the Brain Are Associated with Renal Microvascular Parameters
Quantitative Measurements of Enlarged Perivascular Spaces in the Brain Are Associated with Renal Microvascular Parameters
Trucco, E., Ballerini, L., McGrory, S., Hernandez, M. C. V., Lovreglio, R., Pellegrini, E., MacGillivray, T., Maniega, S. M., Henderson, R. K., Taylor, A. M., Bastin, M. E., Deary, I. J. & Wardlaw, J. M., 11 Jul 2017.
Research output: Contribution to conference › Abstract
Cardiac-gated slit lamp videography as a novel approach to assessing a microcirculatory network
Cardiac-gated slit lamp videography as a novel approach to assessing a microcirculatory network
Brennan, P. F., Finlay, D. D., Spence, M. S., Awauh, A., McLaughlin, J. A. D., Moore, J. E., Nesbit, M. A., Trucco, E., Wang, R. & Moore, C. B. T., 2017, In: Computing in Cardiology. 44, p. 1-4 4 p.
Research output: Contribution to journal › Article › peer-review
Extended multi-resolution local patterns – A discriminative feature learning approach for colonoscopy image classification
Extended multi-resolution local patterns – A discriminative feature learning approach for colonoscopy image classification
Manivannan, S. & Trucco, M., 2017, CARE 2016: Computer-Assisted and Robotic Endoscopy. Yang, G-Z., Navab, N., McLeod, J., Peters, T., Mori, K., Luo, X. & Reichl, T. (eds.). Switzerland: Springer , Vol. 10170. p. 48-58 11 p. (Lecture Notes in Computer Science; vol. 10170).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
High-throughput, imaging based mechanical phenotyping of prostate cancer cells
High-throughput, imaging based mechanical phenotyping of prostate cancer cells
Belotti, Y., Huang, T., McKenna, S., Nabi, G. & McGloin, D., 2017, European Quantum Electronics Conference, EQEC 2017. Optical Society of America, Vol. Part F81-EQEC 2017. JSIII_2_2
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Boundary-aware fully convolutional network for brain tumor segmentation
Boundary-aware fully convolutional network for brain tumor segmentation
Shen, H. (Lead / Corresponding author), Wang, R., Zhang, J. & McKenna, S. J., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 – 20th International Conference, Proceedings. Switzerland: Springer Verlag, Vol. 10434. p. 433-441 9 p. 626. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10434).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Recognising Complex Activities with Histograms of Relative Tracklets
Recognising Complex Activities with Histograms of Relative Tracklets
Stein, S. (Lead / Corresponding author) & McKenna, S. (Lead / Corresponding author), Jan 2017, In: Computer Vision and Image Understanding. 154, p. 82-93 19 p.
Research output: Contribution to journal › Article › peer-review
Multi-task Fully Convolutional Network for Brain Tumour Segmentation
Multi-task Fully Convolutional Network for Brain Tumour Segmentation
Shen, H. (Lead / Corresponding author), Wang, R., Zhang, J. & McKenna, S., 2017, Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings. Hernandez, M. V. & Gonzalez-Castro, V. (eds.). Switzerland: Springer , p. 239-248 10 p. (Communications in Computer and Information Science; vol. 723).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
ACE-LP: Augmenting Communication using Environmental Data to drive Language Prediction
ACE-LP: Augmenting Communication using Environmental Data to drive Language Prediction
Black, R., Kristensson, P. O., McKenna, S., Zhang, J. & Waller, A., 6 Aug 2016. 3 p.
Research output: Contribution to conference › Poster › peer-review
Segmentation of organs in pig offal using auto-context
Segmentation of organs in pig offal using auto-context
Amaral, T., Kyriazakis, I., McKenna, S. & Plotz, T., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. June-2016. p. 1324-1328 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
First step for computer assisted evaluation of qualatitive supersonic shear wave elastography characteristics in breast tissue.
First step for computer assisted evaluation of qualatitive supersonic shear wave elastography characteristics in breast tissue.
Skerl, K., Vinnicombe, S., McKenna, S., Thomson, K. & Evans, A., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. 2016-June. p. 481-484 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Local structure prediction for gland segmentation
Local structure prediction for gland segmentation
Manivannan, S., Li, W., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. 2016-June. p. 799-802 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
Li, W., Manivannan, S., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. June-2016. p. 1405-1408 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
New public retinal image database for tortuosity estimation
New public retinal image database for tortuosity estimation
Trucco, E., Ruggeri, A., Wigdahl, J., Annunziata, R., Borooah, S. & Hughes, L., 10 Jun 2016.
Research output: Contribution to conference › Abstract › peer-review
Weighted atlas auto-context with application to multiple organ segmentation
Weighted atlas auto-context with application to multiple organ segmentation
Amaral, T., Kyriazakis, I., McKenna, S. J. & Plotz, T. (Lead / Corresponding author), 26 May 2016, 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 9 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
An automated pattern recognition system for classifying indirect immunofluorescence images for HEp-2 cells and specimens
An automated pattern recognition system for classifying indirect immunofluorescence images for HEp-2 cells and specimens
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., Mar 2016, In: Pattern Recognition. 51, p. 12-26 15 p.
Research output: Contribution to journal › Article › peer-review
Discriminating dysplasia: optical tomographic texture analysis of colorectal polyps
Discriminating dysplasia: optical tomographic texture analysis of colorectal polyps
Li, W., Coats, M., Zhang, J. & McKenna, S., Dec 2015, In: Medical Image Analysis. 26, 1, p. 57-69 13 p.
Research output: Contribution to journal › Article › peer-review
Comparing computer-generated and pathologist-generated tumour segmentations for immunohistochemical scoring of breast tissue microarrays
Comparing computer-generated and pathologist-generated tumour segmentations for immunohistochemical scoring of breast tissue microarrays
Akbar, S., Jordan, L. B., Purdie, C. A., Thompson, A. M. & McKenna, S. J., 29 Sept 2015, In: British Journal of Cancer. 113, 7, p. 1075-1080 6 p.
Research output: Contribution to journal › Article › peer-review
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography
Zhang, J., Zhang, J. G., Coats, M., Li, W., Carey, F. A. & McKenna, S. J. (Lead / Corresponding author), 3 Jun 2015, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 5, 5, p. 318-328 11 p.
Research output: Contribution to journal › Article › peer-review
Hydrodynamic stretching for prostate cancer detection
Hydrodynamic stretching for prostate cancer detection
Belotti, Y., Conneely, M., Palmer, S., Huang, T., Campbell, P. A., McKenna, S., Nabi, G. & McGloin, D., 1 Jun 2015, Bio-MEMS and Medical Microdevices II. van den Driesche, S. (ed.). Bellingham: SPIE-International Society for Optical Engineering, Vol. 9518. 95180H. (Proceedings of SPIE; vol. 9518).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tumor localization in tissue microarrays using rotation invariant superpixel pyramids
Tumor localization in tissue microarrays using rotation invariant superpixel pyramids
Akbar, S., Jordan, L., Thompson, A. M. & McKenna, S. J., 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI 2015). IEEE, p. 1292-1295 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multiple instance cancer detection by boosting regularised trees
Multiple instance cancer detection by boosting regularised trees
Li, W., Zhang, J. & McKenna, S., 2015, Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015): 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part 1. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer , Vol. 9349. p. 645-652 8 p. (Lecture notes in computer science ; vol. 9349).
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., 2014, Proceedings – 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images. I3A Workshop 2014. IEEE Computer Society, p. 41-44 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., 2014, Proceedings – 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images. I3A Workshop 2014. IEEE Computer Society, p. 37-40 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Global optimization of object pose and motion from a single rolling shutter image with automatic 2D-3D matching
Global optimization of object pose and motion from a single rolling shutter image with automatic 2D-3D matching
Magerand, L., Bartoli, A., Ait-Aider, O. & Pizarro, D., 30 Oct 2012, Computer Vision, ECCV 2012 – 12th European Conference on Computer Vision, Proceedings. PART 1 ed. p. 456-469 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7572 LNCS, no. PART 1).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Vampire: Vessel assessment and measurement platform for images of the retina
Vampire: Vessel assessment and measurement platform for images of the retina
Macgillivray, T. J., Perez-Rovira, A., Trucco, E., Chin, K. S., Giachetti, A., Lupascu, C. A., Tegolo, D., Wilson, P. J., Doney, A., Laude, A. & Dhillon, B., 1 Jan 2012, Human Eye Imaging and Modeling. 1 ed. Boca Raton: CRC Press, p. 23-38 16 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Markerless human motion capture using charting and manifold constrained particle swarm optimisation
Markerless human motion capture using charting and manifold constrained particle swarm optimisation
John, V., Trucco, E. & McKenna, S., 2010. 11 p.
Research output: Contribution to conference › Paper › peer-review
Tracking and segmenting people in varying lighting conditions using colour
Tracking and segmenting people in varying lighting conditions using colour
Raja, Y., McKenna, S. J. & Gong, S., 1998, Third IEEE International Conference on Automatic Face and Gesture Recognition: Proceedings. Piscataway, NJ: IEEE, p. 228-233 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Recognising Moving Faces
Recognising Moving Faces
McKenna, S. J. & Gong, S., 1998, Face Recognition: From Theory to Applications. Wechsler, H., Phillips, P. J., Bruce, V., Fogelman Soulié, F. & Huang, T. S. (eds.). Berlin: Springer , p. 578-588 11 p. (NATO ASI Series – Series F: Computer and Systems Sciences; vol. 163).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Object tracking using adaptive colour mixture models
Object tracking using adaptive colour mixture models
McKenna, S. J., Raja, Y. & Gong, S., 1998, Computer Vision — ACCV’98: Third Asian Conference on Computer Vision Hong Kong, China, January 8–10, 1998 Proceedings. Chin, R. & Pong, T-C. (eds.). Berlin: Springer , Vol. 1. p. 615-622 8 p. (Lecture notes in computer science; vol. 1351).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Segmentation and tracking using colour mixture models
Segmentation and tracking using colour mixture models
Raja, Y., McKenna, S. J. & Gong, S., 1998, Computer Vision — ACCV’98: Third Asian Conference on Computer Vision Hong Kong, China, January 8–10, 1998 Proceedings. Chin, R. & Pong, T-C. (eds.). Berlin: Springer , Vol. 1. p. 607-614 8 p. (Lecture notes in computer science; vol. 1351).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Face recognition from sequences using models of identity
Face recognition from sequences using models of identity
McKenna, S. J. & Gong, S., 1998, Computer Vision — ACCV’98: Third Asian Conference on Computer Vision Hong Kong, China, January 8–10, 1998 Proceedings. Chin, R. & Pong, T-C. (eds.). Berlin: Springer , Vol. 1. p. 507-514 8 p. (Lecture notes in computer science; vol. 1351).
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Face Recognition in Dynamic Scenes
Face Recognition in Dynamic Scenes
McKenna, S., Gong, S. & Raja, Y., 1997, BMVC97: Proceedings of the Eighth British Machine Vision Conference. Clark, A. F. (ed.). BMVA Press
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tracking facial feature points with Gabor wavelets and shape models
Tracking facial feature points with Gabor wavelets and shape models
McKenna, S. J., Gong, S., Würtz, R. P., Tanner, J. & Banin, D., 1 Jan 1997, Audio- and Video-based Biometric Person Authentication – 1st International Conference, AVBPA 1997, Proceedings. Bigun, J., Chollet, G. & Borgefors, G. (eds.). Springer Verlag, p. 35-42 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1206).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Non-intrusive person authentication for access control by visual tracking and face recognition
Non-intrusive person authentication for access control by visual tracking and face recognition
McKenna, S. J. & Gong, S., 1997, Audio- and Video-based Biometric Person Authentication – 1st International Conference, AVBPA 1997, Proceedings. Bigun, J., Chollet, G. & Borgefors, G. (eds.). Springer Verlag, p. 177-183 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1206).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Investigation into face pose distributions
Investigation into face pose distributions
Gong, S., McKenna, S. & Collins, J. J., 1 Dec 1996, p. 265-270. 6 p.
Research output: Contribution to conference › Paper › peer-review
Tracking faces
Tracking faces
McKenna, S. & Gong, S., 1 Dec 1996, p. 271-276. 6 p.
Research output: Contribution to conference › Paper › peer-review