3 papers
cs.CV2026
Seeking Necessary and Sufficient Information from Multimodal Medical Data
Boyu Chen, Weiye Bao, Junjie Liu +5
Learning multimodal representations from medical images and other data sources can provide richer information for decision-making. While various multimodal models have been develop…
cs.CV2025
Minuscule Cell Detection in AS-OCT Images with Progressive Field-of-View Focusing
Boyu Chen, Ameenat L. Solebo, Daqian Shi +2
Anterior Segment Optical Coherence Tomography (AS-OCT) is an emerging imaging technique with great potential for diagnosing anterior uveitis, a vision-threatening ocular inflammato…
cs.CV2024
Medical Image Quality Assessment based on Probability of Necessity and Sufficiency
Boyu Chen, Ameenat L. Solebo, Weiye Bao +1
Medical image quality assessment (MIQA) is essential for reliable medical image analysis. While deep learning has shown promise in this field, current models could be misled by spu…