Publications

2026

Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation

Jingguo QU, Xinyang HAN, Xiang WANG, Yuqi YANG, Tonghuan XIAO, Sheng NING, Jing QIN, Ann Dorothy KING, Winnie Chiu-Wing CHU, Jing CAI, Michael YING

arXiv:2607.21787 [cs.CV]

July, 2026

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Exercise Effect on Cerebral Artery Hemodynamic and Morphology in Stroke Patients: A Randomized Trial

Simon Takadiyi GUNDA, Ziman CHEN, Jerica Hiu-Yui YIP, Veronica Tsam-Kit NG, Xinyang HAN, Jingguo QU, Xiangyan CHEN, Michael YING, Marco Yiu-Chung PANG

CNS Neuroscience & Therapeutics, 32(5), e70942

May, 2026

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Adapting vision-Language foundation model for next generation medical ultrasound image analysis

Jingguo QU, Xinyang HAN, Jia AI, Juan WU, Tong ZHAO, Tonghuan XIAO, Sheng NING, Yuqi YANG, Jing QIN, Ann Dorothy KING, Winnie Chiu-Wing CHU, Jing CAI, Michael YING

Expert Systems with Applications, 325, 132560

April, 2026

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Multiscale Switch for Semi-Supervised and Contrastive Learning in Medical Ultrasound Image Segmentation

Jingguo QU, Xinyang HAN, Yao PU, Man-Lik CHUI, Simon Takadiyi GUNDA, Ziman CHEN, Jing QIN, Ann Dorothy KING, Winnie Chiu-Wing CHU, Jing CAI, Michael YING

IEEE Transactions on Neural Networks and Learning Systems, 1–15

March, 2026

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Nanotherapies for Atherosclerosis: Targeting, Catalysis, and Energy Transduction

Yuqi YANG, Jingguo QU, Tonghuan XIAO, Xinyang HAN, Michael YING

Advanced Healthcare Materials, 15(20), e05792

March, 2026

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ChatGPT-5–Based large language model analysis versus an FDA-approved AI-CAD system for thyroid nodule ultrasound evaluation

Ziman CHEN, Mengting YE, Jieyi LIANG, Fei CHEN, Michael YING

European Journal of Radiology, 195, 112639

February, 2026

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2025

Intra- and Inter-Observer Reliability of ChatGPT-4o in Thyroid Nodule Ultrasound Feature Analysis Based on ACR TI-RADS: An Image-Based Study

Ziman CHEN, Nonhlanhla Chambara, Shirley Yuk Wah LIU, Tom Chi Man CHOW, Carol Man Sze LAI, Michael YING

Diagnostics, 15(20), 2617

October, 2025

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Exploring the Potential of ChatGPT-4o in Thyroid Nodule Diagnosis Using Multi-Modality Ultrasound Imaging: Dual- vs. Triple-Modality Approaches

Ziman CHEN, Nonhlanhla Chambara, Shirley Yuk Wah LIU, Tom Chi Man CHOW, Carol Man Sze LAI, Michael YING

Cancers, 17(13), 2068

June, 2025

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The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review

Jingguo QU, Xinyang HAN, Man-Lik CHUI, Yao PU, Simon Takadiyi GUNDA, Ziman CHEN, Jing QIN, Ann Dorothy KING, Winnie Chiu-Wing CHU, Jing CAI, Michael YING

IEEE Access, 13, 97208–97227

June, 2025

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Artificial intelligence performance in ultrasound-based lymph node diagnosis: a systematic review and meta-analysis

Xinyang HAN, Jingguo QU, Man-Lik CHUI, Simon Takadiyi GUNDA, Ziman CHEN, Jing QIN, Ann Dorothy KING, Winnie Chiu-Wing CHU, Jing CAI, Michael YING

BMC Cancer

January, 2025

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2024

Interpretable machine learning model integrating clinical and elastosonographic features to detect renal fibrosis in Asian patients with chronic kidney disease

Ziman CHEN, Yingli WANG, Michael YING, Zhongzhen SU

Journal of Nephrology

December, 2024

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Ultrasonic renal length as an indicator of renal fibrosis severity in non-diabetic patients with chronic kidney disease

Ziman CHEN, Jun JIANG, Simon Takadiyi GUNDA, Xinyang HAN, Chaoqun WU, Michael YING, Fei CHEN

Clinical and Experimental Nephrology

November, 2024

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Assessing the feasibility of ChatGPT-4o and Claude 3-Opus in thyroid nodule classification based on ultrasound images

Ziman CHEN, Nonhlanhla Chambara, Chaoqun WU, Xina LO, Shirley Yuk Wah LIU, Simon Takadiyi GUNDA, Xinyang HAN, Jingguo QU, Fei CHEN, Michael YING

Endocrine

October, 2024

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Improving the diagnostic strategy for thyroid nodules: a combination of artificial intelligence-based computer-aided diagnosis system and shear wave elastography

Ziman CHEN, Nonhlanhla Chambara, Xina LO, Shirley Yuk Wah LIU, Simon Takadiyi GUNDA, Xinyang HAN, Michael YING

Endocrine

October, 2024

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The Diagnostic Accuracy of Transcranial Color-Coded Doppler Ultrasound Technique in Stratifying Intracranial Cerebral Artery Stenoses in Cerebrovascular Disease Patients: A Systematic Review and Meta-Analysis

Simon Takadiyi GUNDA, Jerica Hiu-Yui YIP, Veronica Tsam-Kit NG, Ziman CHEN, Xinyang HAN, Xiangyan CHEN, Marco Yiu-Chung PANG, Michael YING

Journal of Clinical Medicine

March, 2024

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A Comparative Study of Transcranial Color-Coded Doppler (TCCD) and Transcranial Doppler (TCD) Ultrasonography Techniques in Assessing the Intracranial Cerebral Arteries Haemodynamics

Simon Takadiyi GUNDA, Veronica Tsam-Kit NG, Tsz-Ying Liu, Ziman CHEN, Xinyang HAN, Xiangyan CHEN, Marco Yiu-Chung PANG, Michael YING

Diagnostics

February, 2024

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Association of renal elasticity evaluated by real-time shear wave elastography with renal fibrosis in patients with chronic kidney disease

Ziman CHEN, Yingli WANG, Michael YING, Zhongzhen SU, Xinyang HAN, Simon Takadiyi GUNDA

British Journal of Radiology

February, 2024

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Integrating shear wave elastography and estimated glomerular filtration rate to enhance diagnostic strategy for renal fibrosis assessment in chronic kidney disease

Ziman CHEN, Yingli WANG, Simon Takadiyi GUNDA, Xinyang HAN, Zhongzhen SU, Michael YING

Quantitative imaging in medicine and surgery

January, 2024

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2023

Development and Deployment of a Novel Diagnostic Tool Based on Conventional Ultrasound for Fibrosis Assessment in Chronic Kidney Disease

Michael YING, Ziman CHEN

Academic Radiology

March, 2023

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