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Agata Foryciarz
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An empirical characterization of fair machine learning for clinical risk prediction
SR Pfohl, A Foryciarz, NH Shah
Journal of Biomedical Informatics 113, 103621, 2021
942021
Zero-shot transfer learning with synthesized data for multi-domain dialogue state tracking
G Campagna, A Foryciarz, M Moradshahi, MS Lam
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
912020
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
SR Pfohl, H Zhang, Y Xu, A Foryciarz, M Ghassemi, NH Shah
Scientific reports 12 (1), 3254, 2022
282022
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare
S Pfohl, Y Xu, A Foryciarz, N Ignatiadis, J Genkins, N Shah
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
202022
Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation
A Foryciarz, SR Pfohl, B Patel, NH Shah
BMJ Health & Care Informatics 29, e100460, 2022
182022
Where do algorithmic accountability and explainability frameworks take us in the real world? From theory to practice.
K Szymielewicz, A Bacciarelli, F Hidvegi, A Foryciarz, S Pénicaud, ...
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
52020
Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease
Y Xu, A Foryciarz, E Steinberg, NH Shah
Journal of the American Medical Informatics Association 30 (5), 878-887, 2023
12023
Promoting Algorithmic Fairness in Clinical Risk Prediction
SR Pfohl, A Foryciarz, NH Shah
POLICY, 2022
2022
If We’re Not Careful, Tech Could Hurt the Fight against COVID-19
P Kalluri, L Gillespie, A Foryciarz, W Elhai, S Srivastava, A Panezi, ...
Scientific American Blogs, 2020
2020
Generation and use of simulated genomic data
A Foryciarz, IIDA Dean
US Patent 10,629,292, 2020
2020
Chi controlla l’intelligenza artificiale
A Foryciarz, D Leufer, K Szymielewicz
Internazionale, 2020
2020
Reconstruction and Analysis of Mitochondrial Morphology and Distribution in Neocortical Neurons using 3D Deep Learning
A Foryciarz
Princeton University, 2018
2018
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