most citedKey Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis

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cs.CV2025

Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation

Rui Daniel, M. Rita Verdelho, Catarina Barata +1

Deep Learning for medical imaging faces challenges in adapting and generalizing to new contexts. Additionally, it often lacks sufficient labeled data for specific tasks requiring s…

cs.CV2024★ 1 cited

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis

Diogo J. Araújo, M. Rita Verdelho, Alceu Bissoto +3

Deep learning models have revolutionized the field of medical image analysis, due to their outstanding performances. However, they are sensitive to spurious correlations, often tak…