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Agata Foryciarz
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 9
Top Topics
Cardiovascular Disease
Location Information
Risk Assessment
Threshold Selection
Top Venues
CoRR
FAccT
J. Am. Medical Informatics Assoc.
FAT*
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Publications
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Yizhe Xu
,
Agata Foryciarz
,
Ethan Steinberg
,
Nigam H. Shah
Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease.
J. Am. Medical Informatics Assoc.
30 (5) (2023)
Stephen R. Pfohl
,
Yizhe Xu
,
Agata Foryciarz
,
Nikolaos Ignatiadis
,
Julian Genkins
,
Nigam H. Shah
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare.
CoRR
(2022)
Stephen Pfohl
,
Yizhe Xu
,
Agata Foryciarz
,
Nikolaos Ignatiadis
,
Julian Genkins
,
Nigam Shah
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare.
FAccT
(2022)
Stephen R. Pfohl
,
Agata Foryciarz
,
Nigam H. Shah
An empirical characterization of fair machine learning for clinical risk prediction.
J. Biomed. Informatics
113 (2021)
Stephen R. Pfohl
,
Haoran Zhang
,
Yizhe Xu
,
Agata Foryciarz
,
Marzyeh Ghassemi
,
Nigam H. Shah
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations.
CoRR
(2021)
Stephen R. Pfohl
,
Agata Foryciarz
,
Nigam H. Shah
An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction.
CoRR
(2020)
Giovanni Campagna
,
Agata Foryciarz
,
Mehrad Moradshahi
,
Monica S. Lam
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking.
CoRR
(2020)
Katarzyna Szymielewicz
,
Anna Bacciarelli
,
Fanny Hidvegi
,
Agata Foryciarz
,
Soizic Pénicaud
,
Matthias Spielkamp
Where do algorithmic accountability and explainability frameworks take us in the real world?: from theory to practice.
FAT*
(2020)
Giovanni Campagna
,
Agata Foryciarz
,
Mehrad Moradshahi
,
Monica S. Lam
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking.
ACL
(2020)