157 citations · 161 across the 11 of their papers we have counts for
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cs.LG2026
Probing, Fusion, and Trustworthiness: A Systematic Evaluation of Foundation Model Representations for Multimodal Cancer Analysis
Jingyu Hu, Giuseppe Tripodi, Reed Naidoo +2
Foundation models (FMs) have emerged as powerful representation extractors for medical data, yet their generalizability to datasets under distribution shift remains underexplored.…
eess.IV2026
AdaLoRA-QAT: Adaptive Low-Rank and Quantization-Aware Segmentation
Prantik Deb, Srimanth Dhondy, N. Ramakrishna +3
Chest X-ray (CXR) segmentation is an important step in computer-aided diagnosis, yet deploying large foundation models in clinical settings remains challenging due to computational…