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Journal of Biomedical Informatics
|
November 21, 2020
An empirical characterization of fair machine learning for clinical risk prediction
Stephen R Pfohl, Agata Foryciarz, Nigam H Shah
Journal of the American Medical Informatics Association : JAMIA
|
January 20, 2025
Incorporating area-level social drivers of health in predictive algorithms using electronic health record data
Agata Foryciarz, Nicole Gladish, David H Rehkopf, et al.
Journal of the American Medical Informatics Association : JAMIA
|
February 16, 2023
Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease
Yizhe Xu, Agata Foryciarz, Ethan Steinberg, et al.
BMJ Health & Care Informatics
|
April 9, 2022
Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation
Agata Foryciarz, Stephen R Pfohl, Birju Patel, et al.
Medrxiv : the Preprint Server for Health Sciences
|
December 3, 2025
Causal modeling of chronic kidney disease in a participatory framework for informing the inclusion of social drivers in health algorithms
Agata Foryciarz, Neha Srivathsa, Oshra Sedan, et al.
Journal of the American Medical Informatics Association : JAMIA
|
February 10, 2026
Causal modeling of chronic kidney disease in a participatory framework for informing the inclusion of social drivers in health algorithms
Agata Foryciarz, Neha Srivathsa, Oshra Sedan, et al.
Scientific Reports
|
March 1, 2022
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Stephen R Pfohl, Haoran Zhang, Yizhe Xu, et al.
Medrxiv : the Preprint Server for Health Sciences
|
December 11, 2025
A microsimulation-based framework for mitigating societal bias in primary care data
Agata Foryciarz, Fernando Alarid-Escudero, Gabriela Basel, et al.
Medical Decision Making : an International Journal of the Society for Medical Decision Making
|
April 29, 2026
A Microsimulation-Based Approach for Mitigating Societal Bias in Chronic Kidney Disease Data
Agata Foryciarz, Fernando Alarid-Escudero, Gabriela Basel, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 9) with videos related to
Sort By:
Page
of 1
Journal of Biomedical Informatics
|
November 21, 2020
An empirical characterization of fair machine learning for clinical risk prediction
Stephen R Pfohl, Agata Foryciarz, Nigam H Shah
Journal of the American Medical Informatics Association : JAMIA
|
January 20, 2025
Incorporating area-level social drivers of health in predictive algorithms using electronic health record data
Agata Foryciarz, Nicole Gladish, David H Rehkopf, et al.
Journal of the American Medical Informatics Association : JAMIA
|
February 16, 2023
Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease
Yizhe Xu, Agata Foryciarz, Ethan Steinberg, et al.
BMJ Health & Care Informatics
|
April 9, 2022
Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation
Agata Foryciarz, Stephen R Pfohl, Birju Patel, et al.
Medrxiv : the Preprint Server for Health Sciences
|
December 3, 2025
Causal modeling of chronic kidney disease in a participatory framework for informing the inclusion of social drivers in health algorithms
Agata Foryciarz, Neha Srivathsa, Oshra Sedan, et al.
Journal of the American Medical Informatics Association : JAMIA
|
February 10, 2026
Causal modeling of chronic kidney disease in a participatory framework for informing the inclusion of social drivers in health algorithms
Agata Foryciarz, Neha Srivathsa, Oshra Sedan, et al.
Scientific Reports
|
March 1, 2022
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Stephen R Pfohl, Haoran Zhang, Yizhe Xu, et al.
Medrxiv : the Preprint Server for Health Sciences
|
December 11, 2025
A microsimulation-based framework for mitigating societal bias in primary care data
Agata Foryciarz, Fernando Alarid-Escudero, Gabriela Basel, et al.
Medical Decision Making : an International Journal of the Society for Medical Decision Making
|
April 29, 2026
A Microsimulation-Based Approach for Mitigating Societal Bias in Chronic Kidney Disease Data
Agata Foryciarz, Fernando Alarid-Escudero, Gabriela Basel, et al.
Page
of 1