Articles
AI Medicine
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
Unraveling the Effect of Demographic Factors on the Performance of Melanoma Classification
Arav Kumar, Savya Vats, Anvi Kumar, Arjun Sriram, Avimanyou Vatsa
2026, 3(1): 5. doi: 10.53941/aim.2026.100005
MRI-to-CT Generation with Deep Learning: A Review and Future Directions
Ruiming Zhu, Xinliang Liu, Wei Qian, Yueyang Teng
2026, 3(1): 4. doi: 10.53941/aim.2026.100004
LTS-Net: A Lightweight and Efficient Deep Learning Framework for Automated Tuberculosis and Pneumonia Detection in Chest X-ray Images
Si-Yuan Lu, Ziquan Zhu, Baihua Zhang, Yu-Dong Zhang, Yu-Dong Yao
2026, 3(1): 3. doi: 10.53941/aim.2026.100003
World Model Enhanced Offline Reinforcement Learning for Sequential Intervention Optimization in Acute Kidney Injury
Bailing Zhang, Yuwei Mi
2026, 3(1): 2. doi: 10.53941/aim.2026.100002
Multi-Modality ViT-cGAN for Low-Dose PET Image Reconstruction
Yaling Fang, Jiahui Yang, Haoran Wan, Shuhan Jin, Shaoya Wang, Yueyang Teng
2026, 3(1): 1. doi: 10.53941/aim.2026.100001
A Short Survey on Lung Cancer Diagnosis Based on CT Imaging and Artificial Intelligence
Baihua Zhang, Yu Wang
2025, 2(2): 9. doi: 10.53941/aim.2025.100009
Large Language Models in Medicine: Application Status and Challenges
Ziqi Chen, Yiwei Lu, Yan Zeng, Dingcheng Tian, Yun Li, Fei Li
2025, 2(2): 8. doi: 10.53941/aim.2025.100008
Deep Learning-Based Segmentation of the Brachial Plexus in Ultrasound Images: A Cross-Device Generalization Assessment
Xinlong Zhao, Dingcheng Tian
2025, 2(2): 7. doi: 10.53941/aim.2025.100007
Advancing Melanoma Detection: Systematic Review and Development of MelDetect—A Multimodal Deep Learning System
Dinithi Samarakoon
2025, 2(2): 6. doi: 10.53941/aim.2025.100006
Comparative Analysis of Object Detection Frameworks for Fracture Detection in X-Ray Image
Zhihao Liu, Ruyi Zhang
2025, 2(2): 5. doi: 10.53941/aim.2025.100005
CNN-Based Tongue Image Segmentation in Traditional Chinese Medicine
Dechao Xu, Dingcheng Tian
2025, 2(2): 4. doi: 10.53941/aim.2025.100004
Ruyi Zhang, Dingcheng Tian, Yu Wang
2025, 2(1): 3. doi: 10.53941/aim.2025.100003
Hanni Li, Yutong Gu, Jiarui Han, Yimeng Sun, Hongwei Lei, Chen Li, Ning Xu
2025, 2(1): 2. doi: 10.53941/aim.2025.100002
Haoran Liu, Xiang Lin, Zhi Wei
2025, 2(1): 1. doi: 10.53941/aim.2025.100001
Heng Zhao, Like Qian, Yaqi Zhu, Dingcheng Tian
2024, 1(1): 7. doi: 10.53941/aim.2024.100007
Qi Zhao, JingJing Chen, Zheng Zhao, Qian Mao, Haoxuan Shi, Xiaoya Fan
2024, 1(1): 6. doi: 10.53941/aim.2024.100006
Yu Wang, Qi Zhao, Baihua Zhang, Dingcheng Tian, Ruyi Zhang, Wan Zhong
2024, 1(1): 5. doi: 10.53941/aim.2024.100005
Yuanheng Zhang, Nan Jiang, Zhaoheng Xie, Junying Cao, Yueyang Teng
2024, 1(1): 4. doi: 10.53941/aim.2024.100004
Ruyi Zhang
2024, 1(1): 3. doi: 10.53941/aim.2024.100003
Siyuan Lu
2024, 1(1): 2. doi: 10.53941/aim.2024.100002
Yu-Dong Yao
2024, 1(1): 1. doi: 10.53941/aim.2024.100001
