基本信息
浏览量:423
职业迁徙
个人简介
His long-term research interest is AI for health (AI4Health), with a current focus on utilizing AI, Machine Learning, and large-scale Real-World health Data (RWD) to generate Robust, Generalizable, and High-throughput Real-World Evidence (RWE), aiming to address top health challenges including Alzheimer's Disease, Long COVID, youth suicide, as well as to accelerate drug discovery and development process. He develops advanced deep generative models, causal inference models, predictive models, graph neural networks, and more. His research has been published in top medical journals such as Nature Medicine, Nature Communications (1, 2), Translational Psychiatry, eClinicalMedicine, Communications Medicine, Journal of General Internal Medicine, Scientific Reports, Cell Patterns, Archives of Pathology & Laboratory Medicine, etc. His work has also appeared in leading computer science venues, including KDD, AAAI, TKDE, ICDM, etc. His papers have won the ICDM'18 Best Paper Candidate and the Best Paper Award at AAAI'20 Workshop on Deep Learning on Graphs. His research, algorithms, and codes have been applied to companies including NAVIDIA, Boehringer Ingelheim, Tencent, WeChat, etc., and have received extensive media coverage.
研究兴趣
论文共 51 篇作者统计合作学者相似作者
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引用量
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期刊级别
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合作机构
medRxiv : the preprint server for health sciences (2024)
Yonghong Zhang, Tingting Mei, Kang Li,Chengxi Zang, Wenying Qiao,Jianjun Li,Ling Qin, Chen Hu,Yinghua Zhang, Chunwang Yuan,Biyu Liu, Yu Sun
Journal of hepatology (2024): S357-S357
ECLINICALMEDICINE (2024)
Communications Medicineno. 1 (2024): 1-13
Fei Wang,Chengxi Zang, Haoyang Li, Dhru Khullar,Yongkang Zhang,Stephenson Strobel,Yong Chen,Marc Sala,Payal Patel,Alejandro Comellas, Andrew Wylam,Mark Weiner,Christopher Forrest,Thomas Carton,Rainu Kaushal
Research square (2024)
Scientific reportsno. 1 (2024)
PloS oneno. 6 (2024): e0282451-e0282451
Hannah Mandel, Yun Yoo,Andrea Allen,Sajjad Abedian,Zoe Verzani,Elizabeth Karlson,Lawrence Kleinman,Praveen Mudumbi,Carlos Oliveira,Jennifer Muszynski,Rachel Gross,Thomas Carton, C Kim, Emily Taylor,Heekyong Park,Jasmin Divers, J Kelly,Jonathan Arnold,Carol Geary,Chengxi Zang,Kelan Tantisira,Kyung Rhee,Michael Koropsak,Sindhu Mohandas, Andrew Vasey,Mark Weiner,Abu Mosa,Melissa Haendel,Christopher Chute,Shawn Murphy, Lisa O'Brien,Jacqueline Szmuszkovicz, Nicholas Güthe,Jorge Santana,Aliva De,Amanda Bogie,Katia Halabi,Lathika Mohanraj,Patricia Kinser,Samuel Packard,Katherine Tuttle,Lorna Thorpe,Richard Moffitt
Research square (2024)
SCIENTIFIC REPORTSno. 1 (2023)
Nature communicationsno. 1 (2023)
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作者统计
#Papers: 51
#Citation: 728
H-Index: 13
G-Index: 26
Sociability: 5
Diversity: 2
Activity: 18
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