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.CL2025
Large Language Models Meet Virtual Cell: A Survey
Krinos Li, Xianglu Xiao, Shenglong Deng +7
Large language models (LLMs) are transforming cellular biology by enabling the development of "virtual cells"--computational systems that represent, predict, and reason about cellu…
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…