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Frugal AI is the missing piece in cervical cancer screening

delete2026-08-12
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PRE
AI
J
Johnblack K Kabukye *
J
Jaap A. R. Koot
J
Jogchum J. Beltman
J
Joyce Nakatumba-Nabende
A
Andrew Katumba
K
Keerthana Prasad
C
Caroline Wamala-Larsson
DOI：10.1038/s41591-026-04568-3delete
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Abstract

Abstract

En 中文
Automated visual evaluation (AVE) could be transformative for cervical cancer screening in low-resource settings. However, AVE research has yet to yield robust clinical tools. Frugal approaches are needed that emphasize efficient, multimodal models, explainable outputs, local calibration and evaluation in real-world screening workflows.

Journal

Nature Medicine cover
Nature Medicine
IF:
50
Papers:
1.4W
Citations:
13.4W

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M
makerere university
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stockholm university
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leiden university medical center
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University Medical Center Groningen
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Manipal Academy of Higher Education
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