Improved de-identification of physician notes through integrative modeling of both public and private medical text

by McMurry, Andrew J., Fitch, Britt, Savova, Guergana, Reis, Ben Y., Kohane, Isaac
Published 2013

Improving Case Definition of Crohnʼs Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing

by Ananthakrishnan, Ashwin N., Cai, Tianxi, Savova, Guergana, Cheng, Su-Chun, Chen, Pei, Perez, Raul Guzman, Gainer, Vivian, Murphy, Shawn N., Szolovits, Peter, Xia, Zongqi, Shaw, Stanley, Churchill, Susanne, Karlson, Elizabeth W., Kohane, Isaac, Plenge, Robert M., Liao, Katherine P.
Published 2014

Normalization of Plasma 25-Hydroxy Vitamin D Is Associated with Reduced Risk of Surgery in Crohn's Disease

by Ananthakrishnan, Ashwin N., Cagan, Andrew, Gainer, Vivian, Cai, Tianxi, Cheng, Su-Chun, Savova, Guergana, Chen, Pei, Szolovits, Peter, Xia, Zongqi, De Jager, Philip L., Shaw, Stanley Y., Churchill, Susanne, Karlson, Elizabeth W., Kohane, Isaac, Plenge, Robert M., Murphy, Shawn N., Liao, Katherine P.
Published 2014

Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts

by Liao, Katherine P., Ananthakrishnan, Ashwin N., Kumar, Vishesh, Xia, Zongqi, Cagan, Andrew, Gainer, Vivian S., Goryachev, Sergey, Chen, Pei, Savova, Guergana K., Agniel, Denis, Churchill, Susanne, Lee, Jaeyoung, Murphy, Shawn N., Plenge, Robert M., Szolovits, Peter, Kohane, Isaac, Shaw, Stanley Y., Karlson, Elizabeth W., Cai, Tianxi
Published 2015

Similar Risk of Depression and Anxiety Following Surgery or Hospitalization for Crohn's Disease and Ulcerative Colitis

by Ananthakrishnan, Ashwin N., Gainer, Vivian, Cai, Tianxi, Perez, Raul Guzman, Cheng, Su-Chun, Savova, Guergana, Chen, Pei, Szolovits, Peter, Xia, Zongqi, De Jager, Philip L., Shaw, Stanley, Churchill, Susanne, Karlson, Elizabeth W., Kohane, Isaac, Perlis, Roy H., Plenge, Robert M., Murphy, Shawn N., Liao, Katherine P.
Published 2014

Modeling Disease Severity in Multiple Sclerosis Using Electronic Health Records

by Xia, Zongqi, Secor, Elizabeth, Chibnik, Lori B., Bove, Riley M., Cheng, Suchun, Chitnis, Tanuja, Cagan, Andrew, Gainer, Vivian, Chen, Pei, Liao, Katherine P., Shaw, Stanley Y., Ananthakrishnan, Ashwin N., Szolovits, Peter, Weiner, Howard L., Karlson, Elizabeth W., Murphy, Shawn N., Savova, Guergana K., Cai, Tianxi, Churchill, Susanne, Plenge, Robert M., Kohane, Isaac, De Jager, Philip L.
Published 2014