AIM/
Articles

Articles

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

7 Downloaded
40 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

18 Downloaded
55 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

24 Downloaded
66 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

65 Downloaded
266 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

51 Downloaded
165 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

48 Downloaded
185 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

50 Downloaded
225 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

86 Downloaded
220 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

103 Downloaded
182 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

114 Downloaded
332 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

75 Downloaded
258 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

130 Downloaded
489 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

88 Downloaded
266 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

89 Downloaded
228 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

156 Downloaded
561 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

41 Downloaded
176 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

48 Downloaded
188 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

45 Downloaded
139 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

129 Downloaded
460 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

28 Downloaded
147 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

38 Downloaded
123 Viewed
Download PDF