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个人简介
Dr. Mingyao Li joined the Biostatistics faculty in 2006. She is also a faculty member of the Genomics and Computational Biology graduate program. Her main research area is statistical genetics and genomics. The central theme of her current research is to use statistical and machine learning approaches to understand cellular heterogeneity in human disease relevant tissues, to characterize gene expression diversity across cell types, and to study the patterns of cell state transition and crosstalk of various cells using data generated from single-cell transcriptomics studies. In addition to methods development, Dr. Li is also interested in collaborating with researchers seeking to identify complex disease susceptibility genes. Her collaborative research includes cardiometabolic diseases, age-related macular degeneration, Alzheimer's disease, chronic kidney disease, type 1 diabetes, and cancer. Findings from her research will seed cell-specific functional studies, in vivo modeling, and precision therapeutic targeting of human diseases. Dr. Li actively serves in the scientific community. She is an Associate Editor of Statistics in Biosciences, and was a regular member of the Genomics, Computational Biology and Technology study section and a member of the review committee of the Center for Inherited Disease Research of the NIH.
研究兴趣
论文共 371 篇作者统计合作学者相似作者
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Amin Abedini, Jonathan L Levinsohn, Konstantin Kloetzer, Bernhard Dumoulin,Ziyuan Ma,Julia Frederick,Poonam Dhillon,Michael S. Balzer,Rojesh Shrestha,Hongbo Liu,Steven Vitale,Kishor Devalaraja-Narashimha,
biorxiv(2024)
Alexander C Bashore,Hanying Yan,Chenyi Xue,Lucie Y Zhu,Eunyoung Kim, Thomas Mawson, Johana Coronel,Allen Chung,Nadja Sachs,Sebastian Ho,Leila S Ross, Michael Kissner,
Arteriosclerosis, thrombosis, and vascular biologyno. 4 (2024): 930-945
Nature Biotechnologyno. 2 (2024): 190-191
Guangchun Han,Ansam Sinjab,Zahraa Rahal,Anne M. Lynch,Warapen Treekitkarnmongkol,Yuejiang Liu, Alejandra G. Serrano, Jiping Feng,Ke Liang, Khaja Khan,Wei Lu,Sharia D. Hernandez,
Natureno. 8004 (2024): 656-663
Daiwei Zhang,Amelia Schroeder,Hanying Yan, Haochen Yang,Jian Hu,Michelle Y. Y. Lee, Kyung S. Cho,Katalin Susztak, George X. Xu, Michael D. Feldman, Edward B. Lee,Emma E. Furth,
Nature Biotechnologypp.1-6, (2024)
ALZHEIMERS & DEMENTIAno. 3 (2024): 2058-2071
bioRxiv (Cold Spring Harbor Laboratory)no. 1 (2023): 378-13
CELL SYSTEMSno. 5 (2023): 404-+
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