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Matthew K. Breitenstein, Ph.D., M.S.
Matthew K. Breitenstein, Ph.D., M.S.
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An informatics research agenda to support precision medicine: seven key areas
JD Tenenbaum, P Avillach, M Benham-Hutchins, MK Breitenstein, ...
Journal of the American Medical Informatics Association 23 (4), 791-795, 2016
832016
Considerations for automated machine learning in clinical metabolic profiling: altered homocysteine plasma concentration associated with metformin exposure
A Orlenko, JH Moore, P Orzechowski, RS Olson, J Cairns, PJ Caraballo, ...
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2018: Proceedings of the Pacific Symposium …, 2018
412018
Rates and correlates of potentially inappropriate colorectal cancer screening in the Veterans Health Administration
AA Powell, SD Saini, MK Breitenstein, S Noorbaloochi, A Cutting, ...
Journal of general internal medicine 30, 732-741, 2015
392015
Association between adverse reactions to allopurinol and exposures to high maintenance doses: implications for management of patients using allopurinol
T Paisansinsup, MK Breitenstein, JT Schousboe
JCR: Journal of Clinical Rheumatology 19 (4), 180-186, 2013
282013
Electronic health record phenotypes for precision medicine: perspectives and caveats from treatment of breast cancer at a single institution
MK Breitenstein, H Liu, KN Maxwell, J Pathak, R Zhang
Clinical and translational science 11 (1), 85-92, 2018
222018
Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus …
TT Le, NO Blackwood, JN Taroni, W Fu, MK Breitenstein
AMIA Annual Symposium Proceedings 2018, 2975845, 2018
122018
Leveraging an electronic health record-linked biorepository to generate a metformin pharmacogenomics hypothesis
MK Breitenstein, L Wang, G Simon, E Ryu, SM Armasu, B Ray, ...
AMIA Summits on Translational Science Proceedings 2015, 26, 2015
62015
MEDINFO 2015: EHealth-enabled Health: Proceedings of the 15th World Congress on Health and Biomedical Informatics
IN Sarkar, A Georgiou, PM de Azevedo Marques
IOS Press, 2015
52015
Using EHR-linked biobank data to study metformin pharmacogenomics
MK Breitenstein, G Simon, E Ryu, SM Armasu, RM Weinshilboum, ...
Studies in health technology and informatics 210, 914, 2015
52015
Approaching neural net feature interpretation using stacked autoencoders: gene expression profiling of systemic lupus erythematosus patients
MK Breitenstein, VJY Hu, R Bhatnagar, M Ratnagiri
AMIA Joint Summits on Translational Science Proceedings 2019, 3056314, 2019
32019
Translational Informatics Connects Real‐World Information to Knowledge in an Increasingly Data‐Driven World
CW McDonough, MK Breitenstein, M Shahin, PE Empey, RR Freimuth, ...
Clinical Pharmacology & Therapeutics 107 (4), 738-741, 2020
22020
Labels of aberrant Clusters of Differentiation gene expression in a compendium of systemic lupus erythematosus patients
TT Le, NO Blackwood, MK Breitenstein
bioRxiv, 277145, 2018
22018
A METFORMIN METABOLOMIC EXPRESSION PROFILE STUDY UTILIZING AN ELECTRONIC HEALTH RECORD (EHR)-LINKED BIOREPOSITORY AND INTEGRATIVE MOLECULAR EPIDEMIOLOGY APPROACHES.: PWI-3
M Breitenstein, R Berger, S Bos, M Cascante, T Hankemeier, A Harms, ...
Clinical Pharmacology & Therapeutics 99, 2016
22016
Fundamentals of Drug Metabolism and Pharmacogenomics Within a Learning Healthcare System Workflow Perspective
MK Breitenstein, EL Crowgey
Personalized and Precision Medicine Informatics: A Workflow-Based View, 59-80, 2020
2020
Studying the Confounding Effects of Socio-Ecological Conditions in Retrospective Clinical Research: A Use Case of Social Stress
MK Breitenstein, J Pathak, G Simon
AMIA Summits on Translational Science Proceedings 2015, 41, 2015
2015
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Artigos 1–15