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1. FLAIR FLAIR Public

   [MedIA'24] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.

   Python 92 10

2. CLAP CLAP Public

   [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP).

   Python 63 3

3. constrained_anomaly_segmentation constrained_anomaly_segmentation Public

   [MedIA'22] Constrained unsupervised anomaly segmentation.

   Python 19 2

4. fewshot-finetuning fewshot-finetuning Public

   [MICCAIw'23 MedAGI] (Best Paper Award) Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.

   Python 33 6