基本信息
views: 60

Bio
Imaging/computer vision scientist on applying artificial intelligence to cancer precision medicine. My research includes applying machine learning & deep learning techniques to optical coherence tomography (OCT) spectral analysis and clinical imaging applications, demonstrating in vivo multi-functional imaging by visible and infrared light OCT, and modeling & simulating light-tissue interactions in physiological environment. • Professional in deep/machine learning techniques including fully-connected neural networks (FCN), convolutional neural networks (CNN), residual neural network (ResNet), generative adversarial networks (GAN), CNN model interpretations, strongly/weakly supervised learning, expectation-maximization (EM) algorithms, random forest, large-scale data analysis, data cleaning, anomaly detection, similarity analysis, and predicative modeling. • Skilled in Python, Pytorch, OpenCV, Keras, TensorFlow, Scikit-learn, Pandas, NumPy, Seaborn, Matplotlib, Docker, AWS, SQL, Matlab, and Mathematica. • Expertise in developing and optimizing algorithms for OCT angiography and vessel segmentation, OCT spectral analysis, OCT functional imaging (e.g., oxygen saturation, blood flow rate, oxygen delivery rate, oxygen metabolic rate, etc.), and OCT ultrastructure imaging. • Experienced in modeling and simulating light scattering and absorption in discrete particles and continuous media like biological tissues. • Hands-on experimental experience with optical imaging system and small animal models.
Research Interests
Papers共 115 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Ruihan Dong,Rongrong Liu,Ziyu Liu,Yangang Liu,Gaomei Zhao, Honglei Li,Shiyuan Hou,Xiaohan Ma,Huarui Kang, Jing Liu,Fei Guo,Ping Zhao,Junping Wang,Cheng Wang,Xingan Wu, Sheng Ye,Cheng Zhu
eLife (2025)
Lixin Yue,Pei Qiao,Xia Li,Ke Xue,Bingyu Pang,Yaxing Bai,Pu Song,Huanhuan Qu,Hongjiang Qiao, Danni Sun,Xingan Wu,Rongrong Liu,Gang Wang,Erle Dang
Clinical Immunologypp.110442, (2025)
Miaomiao Li,Yi Wang, Xinyan Li, Jiayi Xu, Liangwen Yan, Shenkang Tang, Chenyue Liu, Mengjiao Shi,Rongrong Liu, Yaping Zhao,Yi Zhang,Lan Yang, Yinggang Zhang, Gang Wang,Zongfang Li,Ying Guo,Yetong Feng,Pengfei Liu
Cell death & diseaseno. 1 (2025): 257-257
Mengjiao Shi, Xinyan Li,Ying Guo, Yinggang Zhang, Jiayi Xu, Liangwen Yan,Rongrong Liu,Hong Wang, Shenkang Tang, Yaping Zhao,Zongfang Li,Yetong Feng,Dongmei Ren,Pengfei Liu
MOLECULAR CARCINOGENESIS (2025)
Xi bao yu fen zi mian yi xue za zhi = Chinese journal of cellular and molecular immunologyno. 5 (2024): 385-394
openalex(2024)
Yetong Feng,Mengjiao Shi, Yi Zhang,Xinyan Li, Liangwen Yan,Jiayi Xu, Chenyue Liu,Miaomiao Li,Fengyun Bai, Fenyue Yuan, Ying Sun,Rongrong Liu,Yaping Zhao, Lan Yang, Yinggang Zhang, Ying Guo,Jian Zhang,Rui Zhou, Pengfei Liu
CELL BIOLOGY AND TOXICOLOGYno. 1 (2024)
Load More
Author Statistics
#Papers: 115
#Citation: 1518
H-Index: 21
G-Index: 36
Sociability: 6
Diversity: 3
Activity: 24
Co-Author
Co-Institution
D-Core
- 合作者
- 学生
- 导师
Data Disclaimer
The page data are from open Internet sources, cooperative publishers and automatic analysis results through AI technology. We do not make any commitments and guarantees for the validity, accuracy, correctness, reliability, completeness and timeliness of the page data. If you have any questions, please contact us by email: report@aminer.cn