Richard M. Weinshilboum

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 5

Top Topics

Machine Learning

Automated Discovery

Top Venues

J. Am. Medical Informatics Assoc.

ACL (System Demonstrations)

Publications

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
Augmentation of Physician Assessments with Multi-Omics Enhances Predictability of Drug Response: A Case Study of Major Depressive Disorder. IEEE Comput. Intell. Mag. 13 (3) (2018)
Alena Orlenko, Jason H. Moore, Patryk Orzechowski, Randal S. Olson, Junmei Cairns, Pedro J. Caraballo, Richard M. Weinshilboum, Liewei Wang, Matthew K. Breitenstein
Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure. PSB (2018)
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
Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods. CIBCB (2017)
Xiang Ren, Jiaming Shen, Meng Qu, Xuan Wang, Zeqiu Wu, Qi Zhu, Meng Jiang, Fangbo Tao, Saurabh Sinha, David Liem, Peipei Ping, Richard M. Weinshilboum, Jiawei Han
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences. ACL (System Demonstrations) (2017)
Arjun P. Athreya, Alan J. Gaglio, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Junmei Cairns, Krishna R. Kalari, Richard M. Weinshilboum, Liewei Wang
Unsupervised single-cell analysis in triple-negative breast cancer: A case study. BIBM (2016)
Saurabh Sinha, Jun Song, Richard M. Weinshilboum, C. Victor Jongeneel, Jiawei Han
KnowEnG: a knowledge engine for genomics. J. Am. Medical Informatics Assoc. 22 (6) (2015)
Matthew K. Breitenstein, Richard M. Weinshilboum, Jyotishman Pathak, Liewei Wang
Developing Intermediary Medication Phenotypes via Metabolomics Biotechnology Using an Electronic Health Record-Linked Biobank. AMIA (2015)
Matthew K. Breitenstein, György J. Simon, Euijung Ryu, Sebastian M. Armasu, Richard M. Weinshilboum, Liewei Wang, Jyotishman Pathak
Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics. MIE (2015)
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
Automated discovery of drug treatment patterns for endocrine therapy of breast cancer within an electronic medical record. J. Am. Medical Informatics Assoc. 19 (e1) (2012)