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eess.IV2026
Beyond Calibration: Confounding Pathology Limits Foundation Model Specificity in Abdominal Trauma CT
Jineel H Raythatha, Shuchang Ye, Jeremy Hsu +1
Purpose: Translating foundation models into clinical practice requires evaluating their performance under compound distribution shift, where severe class imbalance coexists with he…
eess.IV2025
MAISY: Motion-Aware Image SYnthesis for Medical Image Motion Correction
Andrew Zhang, Hao Wang, Shuchang Ye +2
Patient motion during medical image acquisition causes blurring, ghosting, and distorts organs, which makes image interpretation challenging. Current state-of-the-art algorithms us…