Matthew K. Breitenstein

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 5

Top Topics

Identify Potential

Machine Learning

Keynote Address

Top Venues

Publications

Erin L. Crowgey, Matthew K. Breitenstein, Theresa L. Walunas, Samuel L. Volchenboum
Complexities of a patient-powered data era: BYO (bring your own) genomics and wearables. AMIA (2019)
Trang T. Le, Matthew K. Breitenstein
Data-Driven Clinical Phenotyping of Denosumab Exposure in a Large United States Cohort. ICHI (2018)
Trang T. Le, Nigel O. Blackwood, Jaclyn N. Taroni, Weixuan Fu, Matthew K. Breitenstein
Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients. AMIA (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)
Jessica D. Tenenbaum, Paul Avillach, Marge M. Benham-Hutchins, Matthew K. Breitenstein, Erin L. Crowgey, Mark A. Hoffman, Xia Jiang, Subha Madhavan, John E. Mattison, Radhakrishnan Nagarajan, Bisakha Ray, Dmitriy Shin, Shyam Visweswaran, Zhongming Zhao, Robert R. Freimuth
An informatics research agenda to support precision medicine: seven key areas. J. Am. Medical Informatics Assoc. 23 (4) (2016)
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)
Matthew K. Breitenstein, Karen A. Monsen
Novel Phenotype Development Using Non-Traditional Multilevel Population-Based Attributes. AMIA (2013)