Application of Information Technology: The Shared Health Research Information Network (SHRINE): A Prototype Federated Query Tool for Clinical Data Repositories. - Griffin M. Weber; Shawn N. Murphy; Andrew J. McMurry; Douglas MacFadden; Daniel J. Nigrin; Susanne E. Churchill; Isaac S. Kohane (J. Am. Medical Informatics Assoc., 2009)

Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2). - Shawn N. Murphy; Griffin M. Weber; Michael Mendis; Vivian S. Gainer; Henry C. Chueh; Susanne E. Churchill; Isaac S. Kohane (J. Am. Medical Informatics Assoc., 2010)

Strategies for maintaining patient privacy in i2b2. - Shawn N. Murphy; Vivian S. Gainer; Michael Mendis; Susanne E. Churchill; Isaac S. Kohane (J. Am. Medical Informatics Assoc., 2011)

A translational engine at the national scale: informatics for integrating biology and the bedside. - Isaac S. Kohane; Susanne E. Churchill; Shawn N. Murphy (J. Am. Medical Informatics Assoc., 2012)

Informatics for Integrating Biology and the Bedside (I2b2) Clinical Trials (CT) Patient Ascertainment Suite. - Shawn N. Murphy; Nich Wattanasin; Susanne E. Churchill; Isaac S. Kohane; Vivian S. Gainer (AMIA, 2014)

Demonstrating the Advantages of Applying Data Mining Techniques on Time-Dependent Electronic Medical Records. - Uri Kartoun; Vishesh Kumar; Su-Chun Cheng; Sheng Yu 002; Katherine P. Liao; Elizabeth W. Karlson; Ashwin N. Ananthakrishnan; Zongqi Xia; Vivian S. Gainer; Andrew Cagan; Guergana Savova; Pei J. Chen; et al. (AMIA, 2015)

Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources. - Sheng Yu 002; Katherine P. Liao; Stanley Y. Shaw; Vivian S. Gainer; Susanne E. Churchill; Peter Szolovits; Shawn N. Murphy; Isaac S. Kohane; Tianxi Cai (J. Am. Medical Informatics Assoc., 2015)

High-throughput Phenotyping via Denoised Normal Mixture Transformation. - Sheng Yu 002; 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 (AMIA, 2017)

Creating a Patient Information Commons from Multiple Research Informatics Platforms. - Shawn N. Murphy; Christopher D. Herrick; Michael Mendis; Lori C. Phillips; Wayne Chan; Alyssa J. Porter; Griffin M. Weber; Susanne E. Churchill; Isaac S. Kohane (CRI, 2017)

Surrogate-assisted feature extraction for high-throughput phenotyping. - Sheng Yu 002; 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 (J. Am. Medical Informatics Assoc., 2017)

Enabling phenotypic big data with PheNorm. - Sheng Yu 002; 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 (J. Am. Medical Informatics Assoc., 2018)

ATLAS: an automated association test using probabilistically linked health records with application to genetic studies. - Harrison G. Zhang; Boris P. Hejblum; Griffin M. Weber; Nathan P. Palmer; Susanne E. Churchill; Peter Szolovits; Shawn N. Murphy; Katherine P. Liao; Isaac S. Kohane; Tianxi Cai (J. Am. Medical Informatics Assoc., 2021)