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Journal Articles
- 2023
[j6]Aaron Sonabend W., Nilanjana Laha, Ashwin N. Ananthakrishnan, Tianxi Cai, Rajarshi Mukherjee:
Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes. J. Mach. Learn. Res. 24: 323:1-323:86 (2023)- 2020
- [j5]Aaron Sonabend W., Winston Cai, Yuri Ahuja, Ashwin N. Ananthakrishnan, Zongqi Xia, Sheng Yu, Chuan Hong:
Automated ICD coding via unsupervised knowledge integration (UNITE). Int. J. Medical Informatics 139: 104135 (2020) - 2018
- [j4]Sheng Yu, Yumeng Ma, Jessica L. Gronsbell, Tianrun A. Cai, Ashwin N. Ananthakrishnan, Vivian S. Gainer, Susanne E. Churchill, Peter Szolovits, Shawn N. Murphy, Isaac S. Kohane, Katherine P. Liao, Tianxi Cai:
Enabling phenotypic big data with PheNorm. J. Am. Medical Informatics Assoc. 25(1): 54-60 (2018) - 2017
- [j3]Sheng Yu
, Abhishek Chakrabortty, Katherine P. Liao, Tianrun A. Cai, Ashwin N. Ananthakrishnan, Vivian S. Gainer, Susanne E. Churchill, Peter Szolovits, Shawn N. Murphy, Isaac S. Kohane, Tianxi Cai:
Surrogate-assisted feature extraction for high-throughput phenotyping. J. Am. Medical Informatics Assoc. 24(e1): e143-e149 (2017) - 2016
- [j2]Alexander M. Walker, Xiaofeng Zhou, Ashwin N. Ananthakrishnan, Lisa S. Weiss, Rongjun Shen, Rachel E. Sobel, Andrew Bate, Robert F. Reynolds:
Computer-assisted expert case definition in electronic health records. Int. J. Medical Informatics 86: 62-70 (2016) - 2014
- [j1]Victor M. Castro, W. Kay Apperson, Vivian S. Gainer, Ashwin N. Ananthakrishnan, Alyssa P. Goodson, Taowei David Wang, Christopher D. Herrick, Shawn N. Murphy:
Evaluation of matched control algorithms in EHR-based phenotyping studies: A case study of inflammatory bowel disease comorbidities. J. Biomed. Informatics 52: 105-111 (2014)
Conference and Workshop Papers
- 2017
- [c3]David Cheng, Ashwin N. Ananthakrishnan, Tianxi Cai:
Using Electronic Health Records Data for Comparative Effectiveness Research. AMIA 2017 - [c2]Sheng Yu, Yumeng Ma, Jessica L. Gronsbell, Katherine P. Liao, Tianrun A. Cai, Ashwin N. Ananthakrishnan, Vivian S. Gainer, Susanne E. Churchill, Peter Szolovits, Shawn N. Murphy, Isaac S. Kohane, Tianxi Cai:
High-throughput Phenotyping via Denoised Normal Mixture Transformation. AMIA 2017 - 2015
- [c1]Uri Kartoun, Vishesh Kumar, Su-Chun Cheng, Sheng Yu, Katherine P. Liao, Elizabeth W. Karlson, Ashwin N. Ananthakrishnan, Zongqi Xia, Vivian S. Gainer, Andrew Cagan, Guergana Savova, Pei J. Chen, Shawn N. Murphy, Susanne E. Churchill, Isaac S. Kohane, Peter Szolovits, Tianxi Cai, Stanley Y. Shaw:
Demonstrating the Advantages of Applying Data Mining Techniques on Time-Dependent Electronic Medical Records. AMIA 2015
Coauthor Index
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