P. Brandt

发表

An investigation of multi-label classification techniques for predicting HIV drug resistance in resource-limited settings.

P. Brandt, 2014 .

Characterizing Variability of EHR-Driven Phenotype Definitions

Theresa L. Walunas, Nephi A. Walton, H. Hakonarson, 2022, medRxiv.

Design and validation of a FHIR-based EHR-driven phenotyping toolbox

Natalie C. Benda, Evan T Sholle, Daniel J. Stone, 2022, J. Am. Medical Informatics Assoc..

Subphenotyping depression using machine learning and electronic health records

Pascal Brandt, Fei Wang, Yuan Luo, 2020, Learning health systems.

Prometheus: Differential Privacy in the OMOP CDM

T. Bergquist, P. Brandt, Timothy Bergquist, 2018 .

Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records

Pascal Brandt, Fei Wang, Yuan Luo, 2020, Learning health systems.

Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study

Natalie C. Benda, Daniel J. Stone, J. Pathak, 2023, Scientific Reports.

Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study

Jessica S. Ancker, Jyotishman Pathak, Guoqian Jiang, 2019, AMIA.

Characterizing variability of electronic health record-driven phenotype definitions

Nephi A. Walton, H. Hakonarson, J. Pathak, 2022, J. Am. Medical Informatics Assoc..

Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records

J. Pathak, J. Pacheco, L. Rasmussen, 2023, Scientific reports.

An Investigation of Classification Algorithms for Predicting HIV Drug Resistance without Genotype Resistance Testing

Pascal Brandt, Tulio de Oliveira, Christopher J. Seebregts, 2013, FHIES.

Toward cross‐platform electronic health record‐driven phenotyping using Clinical Quality Language

Fei Wang, Yuan Luo, Richard C. Kiefer, 2020, Learning health systems.

Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms

Fei Wang, Yuan Luo, Jyotishman Pathak, 2019, AMIA.

CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping.

Richard C. Kiefer, Daniel J. Stone, Hongfang Liu, 2021, AMIA ... Annual Symposium proceedings. AMIA Symposium.