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20222026
most citedTumor Location-weighted MRI-Report Contrastive Learning: A Framework for Improving the Explainability of Pediatric Brain Tumor Diagnosis

1 citations · 1 across the 7 of their papers we have counts for

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cs.LG2026

Multimodal Semantic-Aware Contrastive Learning For False Negative Mitigation in 3D Medical Imaging

Sara Ketabi, Matthias W. Wagner, Cynthia Hawkins +3

Multimodal Contrastive Learning (CL) has shown significant performance in aligning representations across various data modalities and improving downstream tasks, especially in heal…

cs.LG2025

ProtoTopic: Prototypical Network for Few-Shot Medical Topic Modeling

Martin Licht, Sara Ketabi, Farzad Khalvati

Topic modeling is a useful tool for analyzing large corpora of written documents, particularly academic papers. Despite a wide variety of proposed topic modeling techniques, these…