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Ramin Tadayoni

Hôpital Lariboisière

Paris

France

  • Hôpital Lariboisière

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L-MAE: Longitudinal Masked Auto-Encoder with Time and Severity-Aware Encoding for Diabetic Retinopathy Progression Prediction

Number of pages: 31 Posted: 19 Mar 2024
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Alireza Rezaei, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascal Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec and Mathieu Lamard
LaTIM, INSERM, UMR 1101, LaTIM, INSERM, UMR 1101, LaTIM, INSERM, UMR 1101, LaTIM, INSERM, UMR 1101, Lariboisiere Hospital, AP-HP, Université Paris Cité, Hôpital Lariboisière, Lariboisiere Hospital, AP-HP, LaTIM, INSERM, UMR 1101, LaTIM, INSERM, UMR 1101, LaTIM, INSERM, UMR 1101 and LaTIM, INSERM, UMR 1101
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Diabetic retinopathy, self-supervised learning, longitudinal analysis, pretext task, disease progression