2 papers
cs.CV2026
Beyond Classification: Structured Supervision Aligns Visual Evidence with Medical Semantics
Hexiang Bai, Hanyang Xu, Xiaoxue Li +4
Vision Transformers (ViTs) have shown immense potential in medical image analysis. However, standard pre-training via global image classification suffers from spatial collapse, whe…
physics.bio-ph2026
Intelligent Nano-Fingerprinting: An Efficient and Precise Approach for Liquid Biopsy
Yuxin Yang, Hexiang Bai, Meihua Shangguan +11
Biological matrices are rich in information related to life processes, serving as invaluable media for assessing an individual's overall physiological status and its dynamic fluctu…