Does BMI influence AI and human reader lung nodule detection in low-dose chest CT?

Sensitivity for lung nodule detection in LDCT was not significantly different for high versus low BMI, either for AI or human reader. Compared to the human reader, AI had higher FP/scan in both BMI groups.

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Publication Details

Journal
European Journal of Radiology
Published
2025-09-27
DOI
https://doi.org/10.1016/j.ejrad.2025.112453
Primary Topic
Lung Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
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article

Does BMI influence AI and human reader lung nodule detection in low-dose chest CT?

Marcel van Tuinen, Rozemarijn Vliegenthart, Marcel J. W. Greuter, Peter M. A. van Ooijen et al.
European Journal of Radiology
Lung Cancer Diagnosis and Treatment
article

Does BMI influence AI and human reader lung nodule detection in low-dose chest CT?

Marcel van Tuinen, Rozemarijn Vliegenthart, Marcel J. W. Greuter, Peter M. A. van Ooijen, Gonda de Jonge, Nikos Sourlos, Mathias Prokop, Mieneke Rook, Steven Schalekamp, Grigory Sidorenkov, Gert Jan Pelgrim
article en

Abstract

Sensitivity for lung nodule detection in LDCT was not significantly different for high versus low BMI, either for AI or human reader. Compared to the human reader, AI had higher FP/scan in both BMI groups.

European Journal of RadiologyVol. 193
University Medical Center Groningen (NL), Radboud University Nijmegen (NL), Radboud University Medical Center (NL), Radboud Institute for Molecular Life Sciences (NL), Martini Ziekenhuis (NL)
Openalex Percentile: Top 62%
Lung Cancer Diagnosis and Treatment
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