Stigma, biomarkers, and algorithmic bias: Recommendations for precision behavioral health with artificial intelligence

Colin G. Walsh; Beenish Chaudhry; Prerna Dua; Kenneth W. Goodman; Bonnie Kaplan; Ramakanth Kavuluru; Anthony Solomonides; Vignesh Subbian

doi:10.1093/JAMIAOPEN/OOZ054

Stigma, biomarkers, and algorithmic bias: Recommendations for precision behavioral health with artificial intelligence

Colin G. Walsh
, Beenish Chaudhry
, Prerna Dua
, Kenneth W. Goodman
, Bonnie Kaplan
, Ramakanth Kavuluru
, Anthony Solomonides
, Vignesh Subbian

Health Informatics and Information Management

Vanderbilt University Medical Center
University of Louisiana at Lafayette
University of Miami Leonard M. Miller School of Medicine
Yale University
University of Kentucky College of Medicine
NorthShore University HealthSystem
The University of Arizona College of Engineering

Research output: Contribution to journal › Review article › peer-review

Original language	English
Pages (from-to)	9-15
Number of pages	7
Journal	JAMIA Open
Volume	3
Issue number	1
DOIs	https://doi.org/10.1093/JAMIAOPEN/OOZ054
State	Published - 2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 10 Reduced Inequalities

ASJC Scopus Subject Areas

Health Informatics

Keywords

Algorithms
Artificial intelligence
Behavioral health
Ethics
Health disparities
Mental health
Precision medicine
Predictive modeling

Access to Document

10.1093/JAMIAOPEN/OOZ054

Cite this

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title = "Stigma, biomarkers, and algorithmic bias: Recommendations for precision behavioral health with artificial intelligence",

keywords = "Algorithms, Artificial intelligence, Behavioral health, Ethics, Health disparities, Mental health, Precision medicine, Predictive modeling",

author = "Walsh, \{Colin G.\} and Beenish Chaudhry and Prerna Dua and Goodman, \{Kenneth W.\} and Bonnie Kaplan and Ramakanth Kavuluru and Anthony Solomonides and Vignesh Subbian",

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year = "2021",

doi = "10.1093/JAMIAOPEN/OOZ054",

language = "English",

volume = "3",

pages = "9--15",

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T1 - Stigma, biomarkers, and algorithmic bias

T2 - Recommendations for precision behavioral health with artificial intelligence

AU - Walsh, Colin G.

AU - Chaudhry, Beenish

AU - Dua, Prerna

AU - Goodman, Kenneth W.

AU - Kaplan, Bonnie

AU - Kavuluru, Ramakanth

AU - Solomonides, Anthony

AU - Subbian, Vignesh

N1 - Publisher Copyright: © The Author(s) 2020.

PY - 2021

Y1 - 2021

KW - Algorithms

KW - Artificial intelligence

KW - Behavioral health

KW - Ethics

KW - Health disparities

KW - Mental health

KW - Precision medicine

KW - Predictive modeling

UR - https://www.scopus.com/pages/publications/85090455528

UR - https://www.scopus.com/pages/publications/85090455528#tab=citedBy

U2 - 10.1093/JAMIAOPEN/OOZ054

DO - 10.1093/JAMIAOPEN/OOZ054

M3 - Review article

AN - SCOPUS:85090455528

SN - 2574-2531

VL - 3

SP - 9

EP - 15

JO - JAMIA Open

JF - JAMIA Open

IS - 1

ER -

Stigma, biomarkers, and algorithmic bias: Recommendations for precision behavioral health with artificial intelligence

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this