Combined Radiomic and Visual Assessment for Improved Detection of Lung Adenocarcinoma Invasiveness on Computed Tomography Scans: A Multi-Institutional Study

Combined Radiomic and Visual Assessment for Improved Detection of Lung Adenocarcinoma Invasiveness on Computed Tomography Scans: A Multi-Institutional Study

ObjectiveThe timing and nature of surgical intervention for semisolid abnormalities are dependent upon distinguishing between adenocarcinoma-in-situ (AIS), minimally invasive adenocarcinoma (MIA), and invasive adenocarcinoma (INV). We sought to develop and evaluate a quantitative imaging method to d...

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Bibliographic Details
Main Authors: Pranjal Vaidya, Kaustav Bera, Philip A. Linden, Amit Gupta, Prabhakar Shantha Rajiah, David R. Jones, Matthew Bott, Harvey Pass, Robert Gilkeson, Frank Jacono, Kevin Li-Chun Hsieh, Gong-Yau Lan, Vamsidhar Velcheti, Anant Madabhushi
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Oncology
Subjects:
radiomics
minimally invasive adenocarcinoma (MIA)
ct scan (CT)
integrated model analysis
invasive adenocarcinoma (IA)
radiologists interpretation
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.902056/full

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https://www.frontiersin.org/articles/10.3389/fonc.2022.902056/full

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