Automated discovery of drug treatment patterns for endocrine therapy of breast cancer within an electronic medical record. - Guergana K. Savova; Janet E. Olson; Sean P. Murphy; Victoria L. Cafourek; Fergus J. Couch; Matthew P. Goetz; James N. Ingle; Vera J. Suman; Christopher G. Chute; Richard M. Weinshilboum (J. Am. Medical Informatics Assoc., 2012)

Developing Intermediary Medication Phenotypes via Metabolomics Biotechnology Using an Electronic Health Record-Linked Biobank. - Matthew K. Breitenstein; Richard M. Weinshilboum; Jyotishman Pathak; Liewei Wang (AMIA, 2015)

Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics. - Matthew K. Breitenstein; György J. Simon; Euijung Ryu; Sebastian M. Armasu; Richard M. Weinshilboum; Liewei Wang; Jyotishman Pathak (MIE, 2015)

KnowEnG: a knowledge engine for genomics. - Saurabh Sinha; Jun Song; Richard M. Weinshilboum; C. Victor Jongeneel; Jiawei Han 001 (J. Am. Medical Informatics Assoc., 2015)

Unsupervised single-cell analysis in triple-negative breast cancer: A case study. - Arjun P. Athreya; Alan J. Gaglio; Zbigniew T. Kalbarczyk; Ravishankar K. Iyer; Junmei Cairns; Krishna R. Kalari; Richard M. Weinshilboum; Liewei Wang (BIBM, 2016)

Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences. - Xiang Ren 001; Jiaming Shen; Meng Qu; Xuan Wang 008; Zeqiu Wu; Qi Zhu 008; Meng Jiang 001; Fangbo Tao; Saurabh Sinha; David Liem; Peipei Ping; Richard M. Weinshilboum; et al. (ACL (System Demonstrations), 2017)

Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods. - Arjun P. Athreya; Subho S. Banerjee; Drew Neavin; Rima Kaddurah-Daouk; A. John Rush; Mark A. Frye; Liewei Wang; Richard M. Weinshilboum; William V. Bobo; Ravishankar K. Iyer (CIBCB, 2017)

Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure. - Alena Orlenko; Jason H. Moore; Patryk Orzechowski; Randal S. Olson; Junmei Cairns; Pedro J. Caraballo; Richard M. Weinshilboum; Liewei Wang; Matthew K. Breitenstein (PSB, 2018)

Augmentation of Physician Assessments with Multi-Omics Enhances Predictability of Drug Response: A Case Study of Major Depressive Disorder. - Arjun P. Athreya; Ravishankar K. Iyer; Drew Neavin; Liewei Wang; Richard M. Weinshilboum; Rima Kaddurah-Daouk; A. John Rush; Mark A. Frye; William V. Bobo (IEEE Comput. Intell. Mag., 2018)