Li Shen, Ph.D., FAIMBE
Professor of Informatics in Biostatistics and Epidemiology
Department: Biostatistics and Epidemiology
Graduate Group Affiliations
Contact information
Department of Biostatistics, Epidemiology and Informatics
The Perelman School of Medicine
University of Pennsylvania
B306 Richards Building, 3700 Hamilton Walk
Philadelphia, PA 19104
The Perelman School of Medicine
University of Pennsylvania
B306 Richards Building, 3700 Hamilton Walk
Philadelphia, PA 19104
Office: 215-573-2956
Publications
Education:
BS (Computer Science)
Xi'an Jiao Tong University, 1993.
MS (Computer Science)
Shanghai Jiao Tong University, 1996.
PhD (Computer Science)
Dartmouth College, 2004.
Permanent linkBS (Computer Science)
Xi'an Jiao Tong University, 1993.
MS (Computer Science)
Shanghai Jiao Tong University, 1996.
PhD (Computer Science)
Dartmouth College, 2004.
Selected Publications
Bao, J., Wen, J., Wen, Z., Yang, S., Cui, Y., Yang, Z., Erus, G., Saykin, A. J., Long, Q., Davatzikos, C., Shen, L.: Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer''s disease. Neuroimage 280: 120346, 2023.Lee, B. N., Wang, J., Hall, M. A., Kim, D., Stites, S. D., Shen, L., Alzheimer's Disease Neuroimaging, Initiative: Sex modifies effects of imaging and CSF biomarkers on cognitive and functional outcomes: a study of Alzheimer''s disease. Neurobiol Aging 133: 67-77, 2023.
Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou, Boning Tong, Jia Xu, Yanbo Feng, Qi Long, Li Shen: Fair Canonical Correlation Analysis. NeurIPS’23: 37th Conference on Neural Information Processing Systems Page: https://openreview.net/forum?id=W3cDd5xlKZ, 2023 Notes: Proceeding represents original peer-reviewed research.
Zhou, Z., Tong, B., Tarzanagh, D. A., Hou, B., Saykin, A. J., Long, Q., Shen, L.: Multi-Group Tensor Canonical Correlation Analysis. ACM-BCB’23: The ACM Conference on Bioinformatics, Computational Biology, and Health Informatics 2023: Article #12:1–10, 2023 Notes: Proceeding represents original peer-reviewed research.
Davoud Ataee Tarzanagh, Bojian Hou, Boning Tong, Qi Long, Li Shen: Fairness-aware class imbalanced learning on multiple subgroups. UAI’23: The 39th Conference on Uncertainty in Artificial Intelligence, PMLR 216:2123-2133. PMLR, 216: 2123--2133, 2023 Notes: Proceeding represents original peer-reviewed research.
Shen L, Thompson PM: Brain imaging genomics: integrated analysis and machine learning. Proceedings of the IEEE 108(1): 125-162, 2020 Notes: https://doi.org/10.1109/JPROC.2019.2947272
Yao Xiaohui, Risacher Shannon L, Nho Kwangsik, Saykin Andrew J, Wang Ze, Shen Li: Targeted genetic analysis of cerebral blood flow imaging phenotypes implicates the INPP5D gene. Neurobiology of aging 81: 213-221, Sep 2019 Notes: https://doi.org/10.1016/j.neurobiolaging.2019.06.003.
Chasioti Danai, Yao Xiaohui, Zhang Pengyue, Lerner Samuel, Quinney Sara K, Ning Xia, Li Lang, Shen Li: Mining directional drug interaction effects on myopathy using the FAERS database. IEEE journal of biomedical and health informatics 23(5): 2156-2163, September 2019 Notes: https://doi.org/10.1109/JBHI.2018.2874533
Yan Jingwen, Du Lei, Kim Sungeun, Risacher Shannon L, Huang Heng, Moore Jason H, Saykin Andrew J, Shen Li: Transcriptome-guided amyloid imaging genetic analysis via a novel structured sparse learning algorithm. Bioinformatics (Oxford, England) 30(17): i564-71, Sep 2014.
Shen Li, Thompson Paul M, Potkin Steven G, Bertram Lars, Farrer Lindsay A, Foroud Tatiana M, Green Robert C, Hu Xiaolan, Huentelman Matthew J, Kim Sungeun, Kauwe John S K, Li Qingqin, Liu Enchi, Macciardi Fabio, Moore Jason H, Munsie Leanne, Nho Kwangsik, Ramanan Vijay K, Risacher Shannon L, Stone David J, Swaminathan Shanker, Toga Arthur W, Weiner Michael W, Saykin Andrew J: Genetic analysis of quantitative phenotypes in AD and MCI: imaging, cognition and biomarkers. Brain imaging and behavior 8(2): 183-207, Jun 2014.
Shen Li, Kim Sungeun, Risacher Shannon L, Nho Kwangsik, Swaminathan Shanker, West John D, Foroud Tatiana, Pankratz Nathan, Moore Jason H, Sloan Chantel D, Huentelman Matthew J, Craig David W, Dechairo Bryan M, Potkin Steven G, Jack Clifford R, Weiner Michael W, Saykin Andrew J: Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort. NeuroImage 53(3): 1051-63, Nov 2010.
Wan Jing, Zhang Zhilin, Rao Bhaskar D, Fang Shiaofen, Yan Jingwen, Saykin Andrew J, Shen Li: Identifying the neuroanatomical basis of cognitive impairment in Alzheimer's disease by correlation- and nonlinearity-aware sparse Bayesian learning. IEEE transactions on medical imaging 33(7): 1475-87, Jul 2014.