AIM/
Articles

Articles

Open AccessReview

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

10 Downloaded
35 Viewed
Download PDF
Open AccessArticle

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

6 Downloaded
51 Viewed
Download PDF
Open AccessArticle

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

18 Downloaded
90 Viewed
Download PDF
Open AccessReview

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

42 Downloaded
145 Viewed
Download PDF
Open AccessArticle

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

31 Downloaded
129 Viewed
Download PDF
Open AccessArticle

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

84 Downloaded
376 Viewed
Download PDF
Open AccessArticle

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

55 Downloaded
194 Viewed
Download PDF
Open AccessReview

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

54 Downloaded
276 Viewed
Download PDF
Open AccessArticle

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

57 Downloaded
326 Viewed
Download PDF
Open AccessArticle

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

90 Downloaded
257 Viewed
Download PDF
Open AccessArticle

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

109 Downloaded
209 Viewed
Download PDF
Open AccessArticle

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

118 Downloaded
362 Viewed
Download PDF
Open AccessArticle

CNN-Based Tongue Image Segmentation in Traditional Chinese Medicine

Dechao Xu, Dingcheng Tian

2025, 2(2): 4. doi: 10.53941/aim.2025.100004

77 Downloaded
290 Viewed
Download PDF
Open AccessArticle
Large Language Models in Traditional Chinese Medicine: A Short Survey and Outlook

Ruyi Zhang, Dingcheng Tian, Yu Wang

2025, 2(1): 3. doi: 10.53941/aim.2025.100003

133 Downloaded
565 Viewed
Download PDF
Open AccessArticle
Faster R-CNN-MobileNetV3 Based Micro Expression Detection for Autism Spectrum Disorder

Hanni Li, Yutong Gu, Jiarui Han, Yimeng Sun, Hongwei Lei, Chen Li, Ning Xu

2025, 2(1): 2. doi: 10.53941/aim.2025.100002

90 Downloaded
287 Viewed
Download PDF
Open AccessArticle
Marker Gene-Guided Graph Neural Networks for Enhanced Spatial Transcriptomics Clustering

Haoran Liu, Xiang Lin, Zhi Wei

2025, 2(1): 1. doi: 10.53941/aim.2025.100001

90 Downloaded
251 Viewed
Download PDF
Open AccessArticle
Low Dose CT Image Denoising: A Comparative Study of Deep Learning Models and Training Strategies

Heng Zhao, Like Qian, Yaqi Zhu, Dingcheng Tian

2024, 1(1): 7. doi: 10.53941/aim.2024.100007

169 Downloaded
680 Viewed
Download PDF
Open AccessArticle
ML-Based RNA Secondary Structure Prediction Methods: A Survey

Qi Zhao, JingJing Chen, Zheng Zhao, Qian Mao, Haoxuan Shi, Xiaoya Fan

2024, 1(1): 6. doi: 10.53941/aim.2024.100006

44 Downloaded
209 Viewed
Download PDF
Open AccessArticle
A Comparative Study of Deep Learning in Breast Ultrasound Lesion Detection: From Two-Stage to One-Stage, from Anchor-Based to Anchor-Free

Yu Wang, Qi Zhao, Baihua Zhang, Dingcheng Tian, Ruyi Zhang, Wan Zhong

2024, 1(1): 5. doi: 10.53941/aim.2024.100005

50 Downloaded
210 Viewed
1 Cited
Download PDF
Open AccessArticle
Ultrasonic Image's Annotation Removal: A Self-supervised Noise2Noise Approach

Yuanheng Zhang, Nan Jiang, Zhaoheng Xie, Junying Cao, Yueyang Teng

2024, 1(1): 4. doi: 10.53941/aim.2024.100004

46 Downloaded
151 Viewed
Download PDF
Open AccessArticle
A State-of-the-Art Survey of Deep Learning for Lumbar Spine Image Analysis: X-ray, CT, and MRI

Ruyi Zhang

2024, 1(1): 3. doi: 10.53941/aim.2024.100003

135 Downloaded
495 Viewed
Download PDF
Open AccessReview
A Short Survey on Computer-Aided Diagnosis of Alzheimer's Disease: Unsupervised Learning, Transfer Learning, and Other Machine Learning Methods

Siyuan Lu

2024, 1(1): 2. doi: 10.53941/aim.2024.100002

30 Downloaded
162 Viewed
Download PDF
Open AccessEditorial
AI Medicine: Pioneering the Integration of Artificial Intelligence in Healthcare

Yu-Dong Yao

2024, 1(1): 1. doi: 10.53941/aim.2024.100001

40 Downloaded
134 Viewed
Download PDF