Positron emission tomography imaging biomarker and artificial intelligence for the characterization of solitary pulmonary nodule

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Positron emission tomography imaging biomarker and artificial intelligence for the characterization of solitary pulmonary nodule

BackgroundThe characterization of solitary pulmonary nodules (SPNs) as malignant or benign remains a diagnostic challenge using conventional imaging parameters. The literature suggests using combined Positron Emission Tomography (PET) and Computed Tomography (CT) to characterise a SPN. Radiomics and...

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Bibliographic Details
Main Authors:	Ashish Kumar Jha, Umeshkumar Baburao Sherkhane, Nilendu C. Purandare, Leonard Wee, Andre Dekker, Venkatesh Rangarajan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Series:	Frontiers in Nuclear Medicine
Subjects:	lung cancer SPN pet scan radiomics random forest algorithm SMOTE
Online Access:	https://www.frontiersin.org/articles/10.3389/fnume.2025.1611823/full
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