Publications

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 journalArticlepeer-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 journalArticlepeer-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: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI). IEEE, p. 1254-1258 5 p. 9434140. (Proceedings – International Symposium on Biomedical Imaging; vol. 2021-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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., 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, 1, 9 p., 7660.

Research output: Contribution to journalArticlepeer-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. & UK Biobank Eye and Vision Consortium, 25 Feb 2021, In: BMC Nephrology. 22, 11 p., 72.

Research output: Contribution to journalArticlepeer-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., 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., Qassim, A., Josyula, N. S., Cooke Bailey, J. N. & 63 others, Bonnemaijer, P. W. M., Iglesias, A., Siggs, O. M., Young, T. L., Vitart, V., Thiadens, A. A. H. J., Karjalainen, J., Uebe, S., Melles, R. B., Nair, K. S., Luben, R., Simcoe, M., Amersinghe, N., Cree, A. J., Hohn, R., Poplawski, A., Chen, L. J., Rong, S. S., Aung, T., Vithana, E. N., Tamiya, G., Shiga, Y., Yamamoto, M., Nakazawa, T., Currant, H., Birney, E., Wang, X., Auton, A., Lupton, M. K., Martin, N. G., Ashaye, A., Olawoye, O., Williams, S. E., Akafo, S., Ramsay, M., Hashimoto, K., Kamatani, Y., Akiyama, M., Momozawa, Y., Foster, P. J., Khaw, P. T., Morgan, J. E., Strouthidis, N. G., Kraft, P., Kang, J. H., Pang, C. P., Pasutto, F., Mitchell, P., Lotery, A. J., Palotie, A., van Duijn, C. M., Haines, J. L., Hammond, C., Pasquale, L. R., Klaver, C. C. W., Hauser, M., Khor, C-C., Mackey, D. A., Kubo, M., Cheng, C-Y., Craig, J. E., MacGregor, S. & Wiggs, J. L., 24 Feb 2021, In: Nature Communications. 12, 16 p., 1258.

Research output: Contribution to journalArticlepeer-review

Egomap: Hierarchical First-person Semantic Mapping

Egomap: Hierarchical First-person Semantic Mapping

Suveges, T. & McKenna, S., 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 proceedingConference contribution

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, Wang, Y. X., Sahebjada, S., Mazur, J., Mirshahi, A., Martin, N. G., Yazar, S., Pennell, C. E., Yap, M., Haarman, A. E. G., Enthoven, C. A., Polling, J. R., UK Biobank Eye and Vision Consortium, Hewitt, A. W., Jaddoe, V. W. V., van Duijn, C. M., Hayward, C., Polašek, O., Tai, E. S., Yoshikatsu, H., Hysi, P. G., Young, T. L., Tsujikawa, A., Wang, J. J., Mitchell, P., Pfeiffer, N., Pärssinen, O., Foster, P. J., Fossarello, M., Yip, S. P., Williams, C., Hammond, C. J., Jonas, J. B., He, M., Mackey, D. A., Wong, T-Y., Klaver, C. C. W., Saw, S-M., Baird, P. N. & Cheng, C-Y., Dec 2020, In: Communications Biology. 3, 1, p. 1-14 14 p., 133.

Research output: Contribution to journalArticlepeer-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., 2 Sep 2020, In: International Journal of Molecular Sciences. 21, 17, 25 p., 6373.

Research output: Contribution to journalArticlepeer-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 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 XX. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Switzerland: Springer , Vol. 12365 LNCS. p. v 1 p. (Lecture Notes in Computer Science; vol. 12365).

Research output: Chapter in Book/Report/Conference proceedingConference 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 proceedingConference 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 proceedingConference 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 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 proceedingConference contribution

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 journalArticlepeer-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 proceedingConference 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 journalArticlepeer-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 proceedingConference 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 proceedingConference 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 journalArticlepeer-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, Doney, A., Dec 2019, In: Arteriosclerosis, Thrombosis, and Vascular Biology. 39, 12, p. 2542-2552 11 p.

Research output: Contribution to journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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., 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 journalArticlepeer-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 proceedingConference 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 proceedingChapter

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 proceedingConference 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. & 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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingForeword/postscript

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 journalArticlepeer-review

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 proceedingForeword/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 proceedingConference 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 Sep 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 proceedingConference 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 proceedingConference 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 conferenceAbstract

Multi-task Fully Convolutional Network for Brain Tumour Segmentation

Multi-task Fully Convolutional Network for Brain Tumour Segmentation

Shen, H., 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 proceedingConference contribution

Boundary-aware fully convolutional network for brain tumor segmentation

Boundary-aware fully convolutional network for brain tumor segmentation

Shen, H., 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 proceedingConference contribution

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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingChapter (peer-reviewed)peer-review

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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution