Volume 3, Issue 2 - 2026
Revisiting Dual-Encoder Fusion and Optimal Transport Regularization in PET-CT Tumor Segmentation: A Matched-Control Study under Extended Training
Man Li, Yongwei Tang, Xiaoqing Zhao, Yangyang Zhao, Meng Wang
2026, 3(2): 12. doi: 10.53941/aim.2026.100012
Research Progress on AI-Driven Biomarker Prediction in Non-Small Cell Lung Cancer
Baihua Zhang, Jing Teng, Siyuan Lu
2026, 3(2): 11. doi: 10.53941/aim.2026.100011
Auditable Symbolic Candidate Generation for Biomedical Ontology Matching in Medical AI Systems
Ruichao Xia, Xingsi Xue, Haonan Li, Jianfeng Wang
2026, 3(2): 10. doi: 10.53941/aim.2026.100010
A Pilot Study on PET-to-CT Cross-Modal Translation: Systematic Validation of Brownian Bridge Diffusion Models
Xiaoyang Gu, Tianyu Shi
2026, 3(2): 9. doi: 10.53941/aim.2026.100009
Deep Learning-Based Quantification of Epicardial Adipose Tissue: A Review
Jie Teng, Yiweng Zhang, Jiayi Wang, Qi Zhao
2026, 3(2): 8. doi: 10.53941/aim.2026.100008
Large Language Models for Differential Diagnosis: A Survey of Performance, Collaboration, and Technical Strategies
Yunjia Wu, Qi Yan, Dingcheng Tian
2026, 3(2): 7. doi: 10.53941/aim.2026.100007
Hierarchical Enzyme Function Prediction Based on Structural Confidence and Active-Site-Aware Attention
Qiuhao Wang, Yuexiao Wang, Aohan Mei, Tian Zhang, Nan Li
2026, 3(2): 6. doi: 10.53941/aim.2026.100006
