Racing Against the Algorithm: Leveraging Inclusive <scp>AI</scp> as an Antiracist Tool for Brain Health

Artificial intelligence (AI) is transforming medicine, including neurology and mental health. Yet without equity-centered design, AI risks reinforcing systemic racism. This article explores how algorithmic bias and phenotypic exclusion disproportionately affect marginalized communities in brain health. Drawing on lived experience and scientific evidence, the essay outlines five design principles-centered on inclusion, transparency, and accountability-to ensure AI promotes equity. By reimagining AI as a tool for justice, we can reshape translational science to serve all populations.

Authors

Institutions

Publication Details

Journal
Clinical and Translational Science
Published
2025-09-25
DOI
https://doi.org/10.1111/cts.70364
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Racing Against the Algorithm: Leveraging Inclusive AI as an Antiracist Tool for Brain Health

Victor Ekuta
Clinical and Translational Science
Artificial Intelligence in Healthcare and Education
article

Racing Against the Algorithm: Leveraging Inclusive AI as an Antiracist Tool for Brain Health

Victor Ekuta
article en

Abstract

Artificial intelligence (AI) is transforming medicine, including neurology and mental health. Yet without equity-centered design, AI risks reinforcing systemic racism. This article explores how algorithmic bias and phenotypic exclusion disproportionately affect marginalized communities in brain health. Drawing on lived experience and scientific evidence, the essay outlines five design principles-centered on inclusion, transparency, and accountability-to ensure AI promotes equity. By reimagining AI as a tool for justice, we can reshape translational science to serve all populations.

Clinical and Translational ScienceVol. 18(10)
Morehouse School of Medicine (US)
Openalex Percentile: Top 81%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.