Ashwin N. Ananthakrishnan

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 7

Top Topics

Electronic Health Records

Mass Spectrometry

Knowledge Integration

Top Venues

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

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 (2020)
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) (2018)
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) (2017)
David Cheng, Ashwin N. Ananthakrishnan, Tianxi Cai
Using Electronic Health Records Data for Comparative Effectiveness Research. AMIA (2017)
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)
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 (2016)
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)
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 (2014)