Correction for Magnetic Field Inhomogeneities and Normalization of Voxel Values Are Needed to Better Reveal the Potential of MR Radiomic Features in Lung Cancer

Lacroix, Maxime; Frouin, Frédérique; Dirand, Anne-Sophie; Nioche, Christophe; Orlhac, Fanny; Bernaudin, Jean‐François; Brillet, Pierre‐Yves; Buvat, Irène

doi:10.3389/fonc.2020.00043

Public

Correction for Magnetic Field Inhomogeneities and Normalization of Voxel Values Are Needed to Better Reveal the Potential of MR Radiomic Features in Lung Cancer

Published in Frontiers in Oncology • Jan 31, 2020

Authors:

Maxime Lacroix

Frédérique Frouin

Anne-Sophie Dirand

Abstract

Purpose: To design and validate a preprocessing procedure dedicated to T2-weighted MR images of lung cancers so as to improve the ability of radiomic features to distinguish between adenocarcinoma and other histological types. Materials and Methods: A discovery set of 52 patients with advanced lung ...

Subject

Normalization (sociology)

Voxel

Lung cancer

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