Mingzhai Sun

About Mingzhai Sun

Mingzhai Sun, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Science and Technology of China, specializes in the field of Biomedical Engineering, deep learning, retinal imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

Semantic uncertainty Guided Cross-Transformer for enhanced macular edema segmentation in OCT images

Morphological characteristics of retinal vessels in eyes with high myopia: Ultra-wide field images analyzed by artificial intelligence using a transfer learning system

Vessels characteristics in familial exudative vitreoretinopathy and retinopathy of prematurity based on deep convolutional neural networks

Edge-guided Contrastive Adaptation Network for Arteriovenous Nicking Classification Using Synthetic Data

A Deep Learning Approach to Increase the Value of Satellite Data for PM2.5 Monitoring in China

Screening of idiopathic epiretinal membrane using fundus images combined with blood oxygen saturation and vascular morphological features

Ultra-short-term wind power forecasting based on deep Bayesian model with uncertainty

Morphological features and development dynamics of retinal vessels in preterm infants with retinopathy of prematurity

Mingzhai Sun Information

University

Position

___

Citations(all)

1957

Citations(since 2020)

1053

Cited By

1286

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

32

i10Index(since 2020)

27

Email

University Profile Page

University of Science and Technology of China

Google Scholar

View Google Scholar Profile

Mingzhai Sun Skills & Research Interests

Biomedical Engineering

deep learning

retinal imaging

Top articles of Mingzhai Sun

Title

Journal

Author(s)

Publication Date

Semantic uncertainty Guided Cross-Transformer for enhanced macular edema segmentation in OCT images

Computers in Biology and Medicine

Hui Liu

Wenteng Gao

Lei Yang

Di Wu

Dehan Zhao

...

2024/4/16

Morphological characteristics of retinal vessels in eyes with high myopia: Ultra-wide field images analyzed by artificial intelligence using a transfer learning system

Frontiers in Medicine

Jianbo Mao

Xinyi Deng

Yu Ye

Hui Liu

Yuyan Fang

...

2023/2/16

Vessels characteristics in familial exudative vitreoretinopathy and retinopathy of prematurity based on deep convolutional neural networks

Frontiers in Pediatrics

Xinyi Deng

Kun Chen

Yijing Chen

Ziyi Xiang

Shian Zhang

...

2023

Edge-guided Contrastive Adaptation Network for Arteriovenous Nicking Classification Using Synthetic Data

IEEE Transactions on Medical Imaging

Jicheng Liu

Hui Liu

Huazhu Fu

Yu Ye

Kun Chen

...

2023/11/13

A Deep Learning Approach to Increase the Value of Satellite Data for PM2.5 Monitoring in China

Remote Sensing

Bo Li

Cheng Liu

Qihou Hu

Mingzhai Sun

Chengxin Zhang

...

2023/7/26

Screening of idiopathic epiretinal membrane using fundus images combined with blood oxygen saturation and vascular morphological features

International Ophthalmology

Kun Chen

Jianbo Mao

Hui Liu

Xiaona Wang

Peng Dou

...

2023/4

Ultra-short-term wind power forecasting based on deep Bayesian model with uncertainty

Renewable Energy

Lei Liu

Jicheng Liu

Yu Ye

Hui Liu

Kun Chen

...

2023/3/1

Morphological features and development dynamics of retinal vessels in preterm infants with retinopathy of prematurity

Qiong Wang

Yinsheng Xu

Shuai Liu

Yan Yang

Yu Lu

...

2022/4/1

Prediction of vertical profile of NO₂ using deep multimodal fusion network based on the ground-based 3-D remote sensing

IEEE Transactions on Geoscience and Remote Sensing

Shulin Zhang

Bo Li

Lei Liu

Qihou Hu

Haoran Liu

...

2021/3/22

Uncertainty in bayesian deep label distribution learning

Applied Soft Computing

Rui Zheng

Shulin Zhang

Lei Liu

Yuhao Luo

Mingzhai Sun

2021/3/1

Applying limiting entropy to quantify the alignment of collagen fibers by polarized light imaging

Mathematical Biosciences and Engineering

Yingjie Qu

Zachary J Smith

Kelly Tyler

Shufang Chang

Shuwei Shen

...

2021

Intraoperative assessment of canine soft tissue sarcoma by deep learning enhanced optical coherence tomography

Veterinary and Comparative Oncology

Yu Ye

Weihong William Sun

Ronald X Xu

Laura E Selmic

Mingzhai Sun

2021/12

Retinal imaging and analysis using machine learning with information fusion of the functional and structural features based on a dual-modal fundus camera

Journal of Mechanics in Medicine and Biology

Peng Dou

Yang Zhang

Rui Zheng

Yu Ye

Jianbo Mao

...

2021/8/2

Automated diagnosis and quantitative analysis of plus disease in retinopathy of prematurity based on deep convolutional neural networks

Acta ophthalmologica

Jianbo Mao

Yuhao Luo

Lei Liu

Jimeng Lao

Yirun Shao

...

2020/5

New grading criterion for retinal haemorrhages in term newborns based on deep convolutional neural networks

Clinical & Experimental Ophthalmology

Jianbo Mao

Yuhao Luo

Kun Chen

Jimeng Lao

Ling'an Chen

...

2020/3

A fusion deep convolutional neural network based on pathological features for diagnosing plus disease in retinopathy of prematurity

Investigative Ophthalmology & Visual Science

Yuhao Luo

Kun Chen

Jianbo Mao

Lijun Shen

Mingzhai Sun

2020/6/10

Dehaze of cataractous retinal images using an unpaired generative adversarial network

IEEE Journal of Biomedical and Health Informatics

Yuhao Luo

Kun Chen

Lei Liu

Jicheng Liu

Jianbo Mao

...

2020/6/1

See List of Professors in Mingzhai Sun University(University of Science and Technology of China)

Co-Authors

H-index: 54
K. Palaniappan

K. Palaniappan

University of Missouri

H-index: 50
Joshua Shaevitz

Joshua Shaevitz

Princeton University

H-index: 41
Yuejie Chi

Yuejie Chi

Carnegie Mellon University

H-index: 36
Imre Derenyi

Imre Derenyi

Eötvös Loránd Tudományegyetem

H-index: 35
Michel Grandbois

Michel Grandbois

Université de Sherbrooke

H-index: 34
Zhongkui Hong

Zhongkui Hong

University of South Dakota

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