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 othersWilliams, C., Barman, S., Barrett, J., Mackie, S., Braithwaite, T., Carare, R. O., Ennis, S., Gibson, J., Lotery, A. J., Self, J., Chakravarthy, U., Hogg, R. E., Paterson, E., Woodside, J., Peto, T., Mckay, G., Mcguinness, B., Foster, P. J., Balaskas, K., Khawaja, A. P., Pontikos, N., Rahi, J. S., Lascaratos, G., Patel, P. J., Chan, M., Chua, S. Y. L., Day, A., Desai, P., Egan, C., Fruttiger, M., Garway-Heath, D. F., Hardcastle, A., Khaw, S. P. T., Moore, T., Sivaprasad, S., Strouthidis, N., Thomas, D., Tufail, A., Viswanathan, A. C., Dhillon, B., Macgillivray, T., Sudlow, C., Vitart, V., Doney, A., Trucco, E., Guggeinheim, J. A., Morgan, J. E., Hammond, C. J., Williams, K., Hysi, P., Harding, S. P., Zheng, Y., Luben, R., Luthert, P., Sun, Z., McKibbin, M., O’Sullivan, E., Oram, R., Weedon, M., Owen, C. G., Rudnicka, A. R., Sattar, N., Steel, D., Stratton, I., Tapp, R., Yates, M. M., Petzold, A., Madhusudhan, S., Altmann, A., Lee, A. Y., Topol, E. J., Denniston, A. K., Alexander, D. C. & Keane, P. A., 13 Sept 2023, (E-pub ahead of print) In: Nature.

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