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Impact of Lesion Delineation and Intensity Quantisation on the Stability of Texture Features from Lung Nodules on CT: A Reproducible Study

Computer-assisted analysis of three-dimensional imaging data (<i>radiomics</i>) has received a lot of research attention as a possible means to improve the management of patients with lung cancer. Building robust predictive models for clinical decision making requires the imaging features to be stab...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Francesco Bianconi, Mario Luca Fravolini, Isabella Palumbo, Giulia Pascoletti, Susanna Nuvoli, Maria Rondini, Angela Spanu, Barbara Palumbo
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-07-01
Schriftenreihe:Diagnostics
Schlagworte:
computed tomography
texture features
lung nodules
radiomics
lesion delineation
intensity quantisation
Online-Zugang:https://www.mdpi.com/2075-4418/11/7/1224
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