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Chi-Hung Lin · SciRah

Researcher profile · Semantic Scholar

Chi-Hung Lin

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Chi-Hung Lin — researcher profile on SciRah

h-index: 12
Works: 22
Citations: 937

Most-cited papers

Gut microbial diversity is associated with lower arterial stiffness in women
C. Menni, Chi-Hung Lin, M. Cecelja, M. Mangino +8 more
2018European Heart Journal209 citations Open access
Semantic Scholar
Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning
Chen-I Hsieh, K. Zheng, Chi-Hung Lin, L. Mei +10 more
2021Nature Communications174 citations Open access
Semantic Scholar
Structured Landmark Detection via Topology-Adapting Deep Graph Learning
Weijian Li, Yuhang Lu, K. Zheng, Haofu Liao +7 more
2020European Conference on Computer Vision113 citations Open access
Semantic Scholar
Roles and potential of Large language models in healthcare: A comprehensive review
Chi-Hung Lin, Chang-Fu Kuo
2025Biomedical Journal99 citations Open access
Semantic Scholar
Development and Validation of a Deep Learning Model Using Convolutional Neural Networks to Identify Scaphoid Fractures in Radiographs
Alfred P. Yoon, Yi-Lun Lee, R. Kane, Chang-Fu Kuo +2 more
2021JAMA Network Open97 citations Open access
Semantic Scholar
Using Slit-Lamp Images for Deep Learning-Based Identification of Bacterial and Fungal Keratitis: Model Development and Validation with Different Convolutional Neural Networks
Ning Hung, E. Kang, Andy Y. Shih, Chi-Hung Lin +5 more
2021Diagnostics64 citations Open access
Semantic Scholar
A Multimodal Imaging–Based Deep Learning Model for Detecting Treatment-Requiring Retinal Vascular Diseases: Model Development and Validation Study
E. Kang, L. Yeung, Yi-Lun Lee, Cheng-Hsiu Wu +6 more
2021JMIR Medical Informatics59 citations Open access
Semantic Scholar
Contour Transformer Network for One-Shot Segmentation of Anatomical Structures
Yuhang Lu, K. Zheng, Weijian Li, Yirui Wang +7 more
2020IEEE Transactions on Medical Imaging23 citations Open access
Semantic Scholar
Application of a Deep Learning System in Pterygium Grading and Further Prediction of Recurrence with Slit Lamp Photographs
Kuo-Hsuan Hung, Chi-Hung Lin, J. Roan, Chang-Fu Kuo +6 more
2022Diagnostics22 citations Open access
Semantic Scholar
Can a Deep Learning Algorithm Improve Detection of Occult Scaphoid Fractures in Plain Radiographs? A Clinical Validation Study
Alfred P. Yoon, William T. Chung, Chien-Wei Wang, Chang-Fu Kuo +2 more
2023Clinical Orthopaedics and Related Research20 citations
Semantic Scholar
Learning to Segment Anatomical Structures Accurately from One Exemplar
Yuhang Lu, Weijian Li, K. Zheng, Yirui Wang +7 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention19 citations Open access
Semantic Scholar
Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images
K. Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang +7 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention16 citations
Semantic Scholar
Radiographic Bone Texture Analysis using Deep Learning Models for Early Rheumatoid Arthritis Diagnosis
Yun-Ju Huang, Chiung-Hung Lin, S. Miao, K. Zheng +4 more
2025J. Imaging Inform. Medicine9 citations Open access
Semantic Scholar
Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph
Xiaoyun Zhou, Bolin Lai, Weijian Li, Yirui Wang +11 more
2021DGM4MICCAI/DALI@MICCAI9 citations
Semantic Scholar
Effects of Image Degradation on Deep Neural Network Classification of Scaphoid Fracture Radiographs: Comparison Study of Different Noise Types
Chi-Hung Lin, Alfred P. Yoon, Chien-Wei Wang, Tung Chao +2 more
2024JMIR Medical Informatics2 citations
Semantic Scholar
SAT0564 BONE TEXTURE ANALYSIS WITH DEEP LEARNING IN HAND RADIOGRAPHS FOR ASSESSING THE RISK OF RHEUMATOID ARTHRITIS
Chang-Fu Kuo, S. Miao, K. Zheng, L. Lu +2 more
2020Annals of the Rheumatic Diseases2 citations Open access
Semantic Scholar
End-to-end interstitial fibrosis assessment of kidney biopsies with a machine learning-based model.
Zhi-Yong Liu, Chi-Hung Lin, Hsiang-Sheng Wang, Mei-Chin Wen +5 more
2022Nephrology, Dialysis and Transplantation1 citations
Semantic Scholar
OP0062 PREDICTIVE VALUE OF BONE TEXTURE FEATURES EXTRACTED BY DEEP LEARNING MODELS FOR THE DETECTION OF OSTEOARTHRITIS: DATA FROM THE OSTEOARTHRITIS INITIATIVE
Chang-Fu Kuo, K. Zheng, S. Miao, L. Lu +3 more
2020Annals of the Rheumatic Diseases1 citations Open access
Semantic Scholar
Clinical Validation of a Deep Learning-Based 2D Ultrasound Steatosis Algorithm: Cutoff Transferability, Scanner Generalizability, and Comparison with FibroScan
Jennifer Tai, Tse-Hwa Hsu, Cheng-Jen Chen, M. Chang +5 more
2026Diagnostics0 citations
Semantic Scholar
Automated and Precise Bone Mineral Density Prediction and Fracture Risk Assessment using Hip/Lumbar Spine Plain Radiographs via Learning Deep Image Signatures and Correlations
Chen-I Hsieh, K. Zheng, Chi-Hung Lin, Le Lu +9 more
20210 citations Open access
Semantic Scholar
Radiographic Bone Texture Analysis Using Deep Learning Models for Early Rheumatoid Arthritis Diagnosis
Yun-Ju Huang, S. Miao, K. Zheng, Le Lu +3 more
20200 citations Open access
Semantic Scholar
Cross-domain Structured Landmark Detection via Progressive Topology-Adapting Deep Graph Learning
Weijian Li, Yuhang Lu, K. Zheng, Haofu Liao +7 more
20200 citations
Semantic Scholar

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