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Write It Like You See It: Detectable Differences in Clinical Notes By
  Race Lead To Differential Model Recommendations
v1v2 (latest)

Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations

AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
8 May 2022
Hammaad Adam
Ming Yang
K. Cato
Ioana Baldini
C. Senteio
Leo Anthony Celi
J. Zeng
Moninder Singh
Marzyeh Ghassemi
ArXiv (abs)PDFHTML

Papers citing "Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations"

9 / 9 papers shown
Title
Can SAEs reveal and mitigate racial biases of LLMs in healthcare?
Can SAEs reveal and mitigate racial biases of LLMs in healthcare?
Hiba Ahsan
Byron C. Wallace
LLMSV
69
0
0
31 Oct 2025
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare
Hiba Ahsan
Arnab Sen Sharma
Silvio Amir
David Bau
Byron C. Wallace
206
2
0
18 Feb 2025
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling
S. Rutherford
T. Wolfers
Charlotte J. Fraza
Nathaniel G. Harrnet
Christian F. Beckmann
H. Ruhé
A. Marquand
CML
234
9
0
26 Jul 2024
Can AI Relate: Testing Large Language Model Response for Mental Health
  Support
Can AI Relate: Testing Large Language Model Response for Mental Health Support
Saadia Gabriel
Isha Puri
Xuhai Xu
Matteo Malgaroli
Elisa Kreiss
LM&MAAI4MH
191
25
0
20 May 2024
Clinical Notes Reveal Physician Fatigue
Clinical Notes Reveal Physician Fatigue
Chao-Chun Hsu
Ziad Obermeyer
Chenhao Tan
100
1
0
05 Dec 2023
Learning and DiSentangling Patient Static Information from Time-series
  Electronic HEalth Record (STEER)
Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER)PLOS Digital Health (PDH), 2023
Wei-Duen Liao
J. Voldman
OODCML
141
0
0
20 Sep 2023
Intersectionality and Testimonial Injustice in Medical Records
Intersectionality and Testimonial Injustice in Medical RecordsClinical Natural Language Processing Workshop (ClinicalNLP), 2023
Kenya Andrews
Bhuvani Shah
Lu Cheng
104
2
0
20 Jun 2023
Coarse race data conceals disparities in clinical risk score performance
Coarse race data conceals disparities in clinical risk score performanceMachine Learning in Health Care (MLHC), 2023
Rajiv Movva
Divya Shanmugam
Kaihua Hou
P. Pathak
John Guttag
Nikhil Garg
Emma Pierson
134
29
0
18 Apr 2023
When Personalization Harms: Reconsidering the Use of Group Attributes in
  Prediction
When Personalization Harms: Reconsidering the Use of Group Attributes in PredictionInternational Conference on Machine Learning (ICML), 2022
Vinith Suriyakumar
Marzyeh Ghassemi
Berk Ustun
216
9
0
04 Jun 2022
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