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

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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https://www.frontiersin.org/articles/10.3389/fnume.2025.1611823/full

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