I am a Ph.D. student in Prof. Sina Farsiu's Vision and Image Processing (VIP) Laboratory at Duke University. My research focuses on developing advanced computer vision and deep learning algorithms in medical imaging to facilitate earlier disease detection, enhance treatment precision, and support clinical trials and practice. Currently, I am particularly interested in image registration, mosaicking, and automatic analysis techniques in biomedical optics to improve corneal and retinal imaging. Previously, I also gained experience in computed tomography (CT) and magnetic resonance imaging (MRI) analysis under the guidance of Prof. Qi Dou, Prof. Guoyan Zheng and Prof. Xiaohua Qian.
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Duke UniversityPh.D. Candidate in Biomedical EngineeringSep. 2022 - present
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Shanghai Jiao Tong UniversityB.S. in Biomedical EngineeringSep. 2018 - Jun. 2022
Experience
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Shanghai Artificial Intelligence LabResearch InternJun. 2021 - Jul. 2021
Selected Publications
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021
Carole H. Sudre, Kimberlin Van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, et al.
Medical Image Analysis (MedIA) 2024
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021
Carole H. Sudre, Kimberlin Van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, et al.
Medical Image Analysis (MedIA) 2024
DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model
Xiaoru Gao, Jeroen Van Houtte, Zihao Chen, Guoyan Zheng
IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021
DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model
Xiaoru Gao, Jeroen Van Houtte, Zihao Chen, Guoyan Zheng
IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021
An End-To-End Unsupervised Affine And Deformable Registration Framework For Multi-Structure Medical Image Registration
Zihao Chen, Xiaoru Gao, Guoyan Zheng
Computer Assisted Radiology and Surgery (CARS) International Congress and Exhibition 2021 [Abstract]
An End-To-End Unsupervised Affine And Deformable Registration Framework For Multi-Structure Medical Image Registration
Zihao Chen, Xiaoru Gao, Guoyan Zheng
Computer Assisted Radiology and Surgery (CARS) International Congress and Exhibition 2021 [Abstract]