Hosted 3 National Natural Science Foundation projects
Published over 70 SCI papers, with more than 40 as first/corresponding author
5 papers in the top 1% of ESI highly cited papers
2 papers in the top 0.1% of ESI hot papers
1 US invention patent (PCT) authorized
9 Chinese invention patents authorized (1 converted)
9 software copyrights authorized
Zhejiang Provincial Science and Technology Progress Award (2020): Second Prize
Ministry of Education National Scholarship (2016)
Zhejiang Provincial Outstanding Graduate (2018)
WILEY Top Cited Article Award (2022)
Expertscape Global Top 0.34% in Deep Learning Research (2023)
Research
Ophthalmology Artificial Intelligence Precision Medicine
C176-loaded phosphatidylserine-modified nanoparticles effectively modulating M2 macrophage polarization by inhibiting STING pathway for retinal neovascularization treatment, An Shao, Lulu Jin, Yanni Ge, Ziqiang Ye, Mingyu Xu, Yifan Zhou, Yingyu Li, Linyan Wang, Pinglong Xu, Kai Jin, Zhengwei Mao, Juan Ye, 2024
Uncovering Language Disparity of ChatGPT in Healthcare: Non-English Clinical Environment for Retinal Vascular Disease Classification, Xiaocong Liu, Jiageng Wu, An Shao, Wenyue Shen, Panpan Ye, Yao Wang, Juan Ye, Kai Jin, Jie Yang, 2024
A systematic review of economic evaluation of artificial intelligence-based screening for eye diseases: From possibility to reality, Hongkang Wu, Kai Jin, Chee Chew Yip, Victor Koh, Juan Ye, 2024
Integration of Smartphone Technology and Artificial Intelligence for Advanced Ophthalmic Care: A Systematic Review, Kai Jin, Yingyu Li, Hongkang Wu, Juan Ye, 2024
Automated Interpretation of Retinal Vein Occlusion based on Fundus Fluorescein Angiography Images using Deep Learning: a Retrospective, Multi-center Study, Shenyu Huang, Kai Jin, Zhiyuan Gao, Boyuan Yang, Xin Shi, Jingxin Zhou, Andrzej Grzybowski, Maciej Gawecki, Juan Ye, 2024
Clinical Evaluation of Deep Learning Systems for Assisting in the Diagnosis of the Epiretinal Membrane Grade in General Ophthalmologists, Yan Yan, Xiaoling Huang, Xiaoyu Jiang, Zhiyuan Gao, Xindi Liu, Kai Jin, Juan Ye, 2023
GRAPE: A multi-modal dataset of longitudinal follow-up visual field and fundus images for glaucoma management, Xiaoling Huang, Xiangyin Kong, Ziyan Shen, Jing Ouyang, Yunxiang Li, Kai Jin, Juan Ye, 2023
MSHF: A Multi-Source Heterogeneous Fundus (MSHF) Dataset for Image Quality Assessment, Kai Jin, Zhiyuan Gao, Xiaoyu Jiang, Yaqi Wang, Xiaoyu Ma, Yunxiang Li, Juan Ye, 2023
Association between Healthy Eating Index-2015 and Age-Related Cataract in American Adults: A Cross-Sectional Study of NHANES 2005–2008, Jingxin Zhou, Lixia Lou, Kai Jin, Juan Ye, 2023
Automatic Report Interpretation and Clinical Evaluation for Fundus Fluorescein Angiography Images of Diabetic Retinopathy Patients by Deep Learning, Zhiyuan Gao, Xiangji Pan, Ji Shao, Xiaoyu Jiang, Zhaoan Su, Kai Jin, Juan Ye, 2023
Anti-oxidative and Mucin-compensating Dual-functional Nano Eye Drops for Synergistical Treatment of Dry Eye Disease, Kai Jin, Yanni Ge, Ziqiang Ye, Xiangji Pan, Yan Yan, Zhengwei Mao, Juan Ye, 2022
FIVES: A Fundus Image Dataset for Artificial Intelligence based Vessel Segmentation, Kai Jin, Xingru Huang, Jingxin Zhou, Yunxiang Li, Yan Yan, Yibao Sun, Qianni Zhang, Yaqi Wang, Juan Ye, 2022
Artificial intelligence and deep learning in ophthalmology: Current status and future perspectives, Kai Jin, Juan Ye, 2022
Automated Diagnosis of Age-related Macular Degeneration using Multi-modal Vertical Plane Feature Fusion via Deep Learning, Menglu Chen, Kai Jin, Yan Yan, Xindi Liu, Xiaoling Huang, Zhiyuan Gao, Yao Wang, Shuai Wang, Juan Ye, 2022
End-to-end Diabetic Retinopathy Grading based on Fundus Fluorescein Angiography Images Using Deep Learning, Zhiyuan Gao, Kai Jin, Yan Yan, Xindi Liu, Yan Shi, Yanni Ge, Xiangji Pan, Yifei Lu, Jian Wu, Yao Wang, Juan Ye, 2022
A curriculum learning-based fully automated system for quantification of the choroidal structure in highly myopic patients, Xindi Liu, Kai Jin, Zehua Yang, Yan Yan, Shuai Wang, Yaqi Wang, Juan Ye, 2022
OCT-based biomarkers are associated with systemic inflammation in patients with treatment-naïve diabetic macular edema, Jingxin Zhou, Siyuan Song, Yi Zhang, Kai Jin, Juan Ye, 2022
Multimodal Deep Learning with Feature Level Fusion for Identification of Choroidal Neovascularization Activity in Age-Related Macular Degeneration, Kai Jin, Yan Yan, Menglu Chen, Jun Wang, Xiangji Pan, Xindi Liu, Mushui Liu, Lixia Lou, Yao Wang, Juan Ye, 2022
Attention Based Deep Learning System for Automated Diagnoses of Age-Related Macular Degeneration in Optical Coherence Tomography Images, Yan Yan, Kai Jin, Zhiyuan Gao, Xiaoling Huang, Fanyi Wang, Yao Wang, Juan Ye, 2022
Automatic Detection of Leakage Point in Central Serous Chorioretinopathy of Fundus Fluorescein Angiography Based on Time Sequence Deep Learning, Menglu Chen, Kai Jin, Kun You, Yufeng Xu, Yao Wang, Chee-Chew Yip, Jian Wu, Juan Ye, 2022
Automatic Detection of Non-perfusion Areas in Diabetic Macular Edema from Fundus Fluorescein Angiography for Decision Making Using Deep Learning, Kai Jin, Xiangji Pan, Kun You, Jian Wu, Zhifang Liu, Jing Cao, Lixia Lou, Yufeng Xu, Zhaoan Su, Ke Yao, Juan Ye, 2022
Multi-label Classification of Retinal Lesions in Diabetic Retinopathy for Automatic Analysis of Fundus Fluorescein Angiography Based on Deep Learning, Xiangji Pan, Kai Jin, Jing Cao, Zhifang Liu, Jian Wu, Kun You, Yifei Lu, Yufeng Xu, Zhaoan Su, Jiekai Jiang, Ke Yao, Juan Ye, 2022
Computer-aided Diagnosis based on Enhancement of Degraded Fundus Photographs, Kai Jin, Mei Zhou, Shaoze Wang, Lixia Lou, Yufeng Xu, Juan Ye, Dahong Qian, 2022
Color Retinal Image Enhancement Based on Luminosity and Contrast Adjustment, Mei Zhou, Kai Jin, Shaoze Wang, Juan Ye, Dahong Qian, 2022
Telemedicine Screening of Retinal Diseases using a Hand-held Portable Non-mydriatic Fundus Camera, Kai Jin, Haitong Lu, Zhaoan Su, Chuming Cheng, Juan Ye, Dahong Qian, 2022
In Vivo Vascularization of MSCs-loaded Porous Hydroxyapatite Constructs Coated with VEGF-functionalized Collagen/Heparin Multilayers, Kai Jin, Bo Li, Lixia Lou, Yufeng Xu, Xin Ye, Ke Yao, Juan Ye, Changyou Gao, 2022
A Biomimetic Collagen/Heparin Multi-layered Porous Hydroxyapatite Orbital Implant for in Vivo Vascularization Studies on the Chicken Chorioallantoic Membrane, Kai Jin, Xin Ye, Sha Li, Bo Li, Caiqiao Zhang, Changyou Gao, Juan Ye, 2022
Human Visual System-based Fundus Image Quality Assessment of Portable Fundus Camera Photographs, Shaoze Wang, Kai Jin, Haitong Lu, Chuming Cheng, Juan Ye, Dahong Qian, 2022
Area of Focus
Medical Ai | Artificial Intelligence | Healthcare | Medical Imaging | Big Data | Precision Medicine | Machine Learning | Deep Learning | Data Analysis | Medical Devices
Area of Focus
Medical Imaging | Artificial Intelligence | Big Data | Environmental Epidemiology | Machine Learning | Deep Learning | Causal Inference | Health Impact | Risk Factors | Chronic Diseases
Area of Focus
Liver Cancer | Molecular Mechanisms | Tumor | Targeted Therapy | Drug Development | Surgical Navigation | Digital Healthcare | Artificial Intelligence | Biomedical Engineering | Precision Medicine
