A Siamese network detects nAMD change between OCT visits, and a focal-plus-Wasserstein loss forecasts three-month severity change, ranking high in the MARIO challenge.
The Lancet 401(10386), 1459–1472 (2023)
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Automatic detection and prediction of nAMD activity change in retinal OCT using Siamese networks and Wasserstein Distance for ordinality
A Siamese network detects nAMD change between OCT visits, and a focal-plus-Wasserstein loss forecasts three-month severity change, ranking high in the MARIO challenge.