E-LIB Suche - Ergebnisse für: Pfohl, Stephen R.

1

Health equity assessment of machine learning performance (H..:

Schaekermann, Mike ; Spitz, Terry ; Pyles, Malcolm...
eClinicalMedicine. 70 (2024) - p. 102479 , 2024

Link: https://doi.org/10.1016/..

2

A Causal Perspective on Label Bias:

, In: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency,

Mhasawade, Vishwali ; D'Amour, Alexander ; Pfohl, Stephen R - p. 1282-1294 , 2024

Link: https://dl.acm.org/doi/1..

3

The value of standards for health datasets in artificial in..:

Arora, Anmol ; Alderman, Joseph E. ; Palmer, Joanne...
Nature Medicine. 29 (2023) 11 - p. 2929-2938 , 2023

Link: https://doi.org/10.1038/..

4

Self-supervised machine learning using adult inpatient data..:

Lemmon, Joshua ; Guo, Lin Lawrence ; Steinberg, Ethan...
Journal of the American Medical Informatics Association. 30 (2023) 12 - p. 2004-2011 , 2023

Link: https://doi.org/10.1093/..

5

EHR foundation models improve robustness in the presence of..:

Guo, Lin Lawrence ; Steinberg, Ethan ; Fleming, Scott Lanyon...
Scientific Reports. 13 (2023) 1 - p. , 2023

Link: https://doi.org/10.1038/..

6

A comparison of approaches to improve worst-case predictive..:

Pfohl, Stephen R. ; Zhang, Haoran ; Xu, Yizhe...
Scientific Reports. 12 (2022) 1 - p. , 2022

Link: https://doi.org/10.1038/..

7

DLMM as a lossless one-shot algorithm for collaborative mul..:

Luo, Chongliang ; Islam, Md. Nazmul ; Sheils, Natalie E....
Nature Communications. 13 (2022) 1 - p. , 2022

Link: https://doi.org/10.1038/..

8

Tackling bias in AI health datasets through the STANDING To..:

Ganapathi, Shaswath ; Palmer, Jo ; Alderman, Joseph E....
Nature Medicine. 28 (2022) 11 - p. 2232-2233 , 2022

Link: https://doi.org/10.1038/..

9

Evaluation of domain generalization and adaptation on impro..:

Guo, Lin Lawrence ; Pfohl, Stephen R. ; Fries, Jason...
Scientific Reports. 12 (2022) 1 - p. , 2022

Link: https://doi.org/10.1038/..

10

Evaluating algorithmic fairness in the presence of clinical..:

Foryciarz, Agata ; Pfohl, Stephen R ; Patel, Birju.
BMJ Health & Care Informatics. 29 (2022) 1 - p. e100460 , 2022

Link: https://doi.org/10.1136/..

11

Predictors of diagnostic transition from major depressive d..:

Nestsiarovich, Anastasiya ; Reps, Jenna M. ; Matheny, Michael E....
Translational Psychiatry. 11 (2021) 1 - p. , 2021

Link: https://doi.org/10.1038/..

12

Learning decision thresholds for risk stratification models..:

Patel, Birju S ; Steinberg, Ethan ; Pfohl, Stephen R.
Journal of the American Medical Informatics Association. 28 (2021) 10 - p. 2258-2264 , 2021

Link: https://doi.org/10.1093/..

13

An empirical characterization of fair machine learning for ..:

Pfohl, Stephen R. ; Foryciarz, Agata ; Shah, Nigam H.
Journal of Biomedical Informatics. 113 (2021) - p. 103621 , 2021

Link: https://doi.org/10.1016/..

14

Language models are an effective representation learning te..:

Steinberg, Ethan ; Jung, Ken ; Fries, Jason A....
Journal of Biomedical Informatics. 113 (2021) - p. 103637 , 2021

Link: https://doi.org/10.1016/..

15

Development and validation of a prognostic model predicting..:

Wang, Qiong ; Reps, Jenna M. ; Kostka, Kristin Feeney...
PLOS ONE. 15 (2020) 1 - p. e0226718 , 2020

Link: https://doi.org/10.1371/..