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个人简介
I'm a math-minded machine learning enthusiast, with a bent toward applications in healthcare. I'm passionate about algorithms that make a difference; if you have an idea about how to improve patient care with data, let's talk.
My current research focuses on temporal data drift, its impact on clinical prediction models, and methods for mitigating model performance degradation over time. Other/past research interests include offline reinforcement learning for healthcare applications, AI/ML for psychiatry, and causal inference. I am supported by a Stanford Graduate Fellowship and a National Defense Science and Engineering Graduate (NDSEG) Fellowship. In my spare time, I am an outdoor enthusiast and amateur photographer (the banner above is a photo I took on a recent trip to Yosemite).
My current research focuses on temporal data drift, its impact on clinical prediction models, and methods for mitigating model performance degradation over time. Other/past research interests include offline reinforcement learning for healthcare applications, AI/ML for psychiatry, and causal inference. I am supported by a Stanford Graduate Fellowship and a National Defense Science and Engineering Graduate (NDSEG) Fellowship. In my spare time, I am an outdoor enthusiast and amateur photographer (the banner above is a photo I took on a recent trip to Yosemite).
研究兴趣
论文共 195 篇作者统计合作学者相似作者
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Crystal T Chang, Hodan Farah, Haiwen Gui, Shawheen Justin Rezaei, Charbel Bou-Khalil, Ye-Jean Park,Akshay Swaminathan,Jesutofunmi A Omiye, Akaash Kolluri, Akash Chaurasia,Alejandro Lozano, Alice Heiman, Allison Sihan Jia,Amit Kaushal, Angela Jia, Angelica Iacovelli, Archer Yang,Arghavan Salles, Arpita Singhal,Balasubramanian Narasimhan, Benjamin Belai, Benjamin H Jacobson, Binglan Li, Celeste H Poe, Chandan Sanghera, Chenming Zheng, Conor Messer, Damien Varid Kettud, Deven Pandya,Dhamanpreet Kaur, Diana Hla, Diba Dindoust, Dominik Moehrle, Duncan Ross, Ellaine Chou, Eric Lin,Fateme Nateghi Haredasht, Ge Cheng,Irena Gao, Jacob Chang, Jake Silberg,Jason A Fries, Jiapeng Xu, Joe Jamison, John S Tamaresis,Jonathan H Chen, Joshua Lazaro,Juan M Banda, Julie J Lee, Karen Ebert Matthys, Kirsten R Steffner,Lu Tian,Luca Pegolotti,Malathi Srinivasan, Maniragav Manimaran,Matthew Schwede, Minghe Zhang, Minh Nguyen,Mohsen Fathzadeh,Qian Zhao, Rika Bajra, Rohit Khurana, Ruhana Azam, Rush Bartlett,Sang T Truong,Scott L Fleming,Shriti Raj, Solveig Behr,Sonia Onyeka, Sri Muppidi, Tarek Bandali, Tiffany Y Eulalio, Wenyuan Chen, Xuanyu Zhou, Yanan Ding, Ying Cui,Yuqi Tan, Yutong Liu, Nigam Shah,Roxana Daneshjou
NPJ digital medicineno. 1 (2025): 149-149
Suhana Bedi,Scott L Fleming,Chia-Chun Chiang,Keith Morse, Aswathi Kumar,Birju Patel,Jenelle A Jindal, Conor Davenport, Craig Yamaguchi,Nigam H Shah
Pacific Symposium on Biocomputing Pacific Symposium on Biocomputing (2025): 54-69
AMERICAN JOURNAL OF EPIDEMIOLOGYno. 7 (2024): 951-958
Crystal T. Chang, Hodan Farah,Haiwen Gui,Shawheen Justin Rezaei,Charbel Bou-Khalil, Ye-Jean Park,Akshay Swaminathan,Jesutofunmi A. Omiye, Akaash Kolluri,Akash Chaurasia,Alejandro Lozano, Alice Heiman, Allison Sihan Jia,Amit Kaushal, Angela Jia, Angelica Iacovelli, Archer Yang,Arghavan Salles, Arpita Singhal,Balasubramanian Narasimhan, Benjamin Belai,Benjamin H. Jacobson,Binglan Li, Celeste H. Poe, Chandan Sanghera, Chenming Zheng, Conor Messer, Damien Varid Kettud, Deven Pandya,Dhamanpreet Kaur, Diana Hla, Diba Dindoust, Dominik Moehrle, Duncan Ross, Ellaine Chou,Eric Lin,Fateme Nateghi Haredasht, Ge Cheng,Irena Gao, Jacob Chang, Jake Silberg,Jason A. Fries, Jiapeng Xu, Joe Jamison,John S. Tamaresis,Jonathan H Chen, Joshua Lazaro,Juan M. Banda, Julie J. Lee, Karen Ebert Matthys,Kirsten R. Steffner,Lu Tian,Luca Pegolotti,Malathi Srinivasan, Maniragav Manimaran,Matthew Schwede, Minghe Zhang,Minh Nguyen,Mohsen Fathzadeh,Qian Zhao,Rika Bajra, Rohit Khurana, Ruhana Azam, Rush Bartlett,Sang T. Truong,Scott L. Fleming,Shriti Raj,Solveig Behr,Sonia Onyeka, Sri Muppidi, Tarek Bandali,Tiffany Y. Eulalio, Wenyuan Chen, Xuanyu Zhou, Yanan Ding, Ying Cui,Yuqi Tan, Yutong Liu,Nigam H. Shah,Roxana Daneshjou
crossref(2024)
BIOCOMPUTING 2024, PSB 2024pp.8-23, (2024)
Scott L. Fleming,Alejandro Lozano,William J. Haberkorn,Jenelle A. Jindal,Eduardo Reis,Rahul Thapa,Louis Blankemeier,Julian Z. Genkins,Ethan Steinberg,Ashwin Nayak,Birju Patel,Chia-Chun Chiang,Alison Callahan,Zepeng Huo,Sergios Gatidis,Scott Adams,Oluseyi Fayanju,Shreya J. Shah,Thomas Savage,Ethan Goh,Akshay S. Chaudhari,Nima Aghaeepour,Christopher Sharp,Michael A. Pfeffer,Percy Liang,Jonathan H. Chen,Keith E. Morse,Emma P. Brunskill,Jason A. Fries,Nigam H. Shah
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2024)
The Astrophysical Journal Supplement Seriesno. 2 (2023): 70-70
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作者统计
#Papers: 196
#Citation: 14044
H-Index: 35
G-Index: 118
Sociability: 8
Diversity: 2
Activity: 46
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