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Open AccessReview

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

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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

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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

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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

92 Downloaded
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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

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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

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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

78 Downloaded
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1 Cited
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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

181 Downloaded
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6 Cited
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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

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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

51 Downloaded
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1 Cited
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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

144 Downloaded
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7 Cited
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