Artificial Intelligence Models Could Enhance the Diagnostic Accuracy (DA) of Fecal Immunochemical Test (FIT) in the Detection of Colorectal Adenoma in a Screening Setting

In detection of CRA, the AI models proved to be superior to the diagnostic features without AI. This is the first study to report that DA in the diagnosis of CRA can be enhanced by AI models that include clinical data of the patients and results of FIT test.

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Publication Details

Journal
Anticancer Research
Published
2024-12-30
DOI
https://doi.org/10.21873/anticanres.17414
Citations
2
Primary Topic
Colorectal Cancer Screening and Detection
Type
article
Field-Weighted Citation Impact
0.57

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article

Artificial Intelligence Models Could Enhance the Diagnostic Accuracy (DA) of Fecal Immunochemical Test (FIT) in the Detection of Colorectal Adenoma in a Screening Setting

Kai Kaarniranta, Tuomas A. Selander, Matti J. Eskelinen, Denise Peixoto Guimarães et al.
2 citations
Anticancer Research
Colorectal Cancer Screening and Detection
0.57
article

Artificial Intelligence Models Could Enhance the Diagnostic Accuracy (DA) of Fecal Immunochemical Test (FIT) in the Detection of Colorectal Adenoma in a Screening Setting

Kai Kaarniranta, Tuomas A. Selander, Matti J. Eskelinen, Denise Peixoto Guimarães, Karí Syrjänen, MAARET ESKELINEN
article en
2 citations

Abstract

In detection of CRA, the AI models proved to be superior to the diagnostic features without AI. This is the first study to report that DA in the diagnosis of CRA can be enhanced by AI models that include clinical data of the patients and results of FIT test.

Anticancer ResearchVol. 45(1)
University of Eastern Finland (FI), Kuopio University Hospital (FI), Hospital de Câncer de Barretos (BR)
Pohjois-Savon Rahasto
Good health and well-being
Openalex Percentile: Top 26%
Colorectal Cancer Screening and Detection
0.57
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Artificial Intelligence Models Could Enhance the Diagnostic Accuracy (DA) of Fecal Immunochemical Test (FIT) in the Detection of Colorectal Adenoma in a Screening Setting — Kai Kaarniranta, Tuomas A. Selander, et al. · Anticancer Research (2024) | TGRS Research Map | TGRS