Addressing Bias and the Importance of Local Validation in AI for Medical Imaging

Explore how demographic, scanner, and geographic biases affect AI in medical imaging and why local validation is critical for accurate clinical deployment.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-01
DOI
https://doi.org/10.5281/zenodo.17996463
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Addressing Bias and the Importance of Local Validation in AI for Medical Imaging

Raşit Dinç
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

Addressing Bias and the Importance of Local Validation in AI for Medical Imaging

Raşit Dinç
article en

Abstract

Explore how demographic, scanner, and geographic biases affect AI in medical imaging and why local validation is critical for accurate clinical deployment.

Zenodo (CERN European Organization for Nuclear Research)
Design Intelligence (United States) (US)
Openalex Percentile: Top 42%
Artificial Intelligence in Healthcare and Education
DOIOpen Access PDFOpenAlex
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Addressing Bias and the Importance of Local Validation in AI for Medical Imaging — Raşit Dinç · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS