Robust imaging habitat computation using voxel-wise radiomics features

Tumor heterogeneity has been postulated as a hallmark of treatment resistance and a cure constraint in cancer patients. Conventional quantitative medical imaging (radiomics) can be extended to computing voxel-wise features and aggregating tumor subregions with similar radiological phenotypes (imagin...

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Veröffentlicht in:	Scientific reports Jg. 11; H. 1; S. 20133 - 8
Hauptverfasser:	Bernatowicz, Kinga, Grussu, Francesco, Ligero, Marta, Garcia, Alonso, Delgado, Eric, Perez-Lopez, Raquel
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Nature Publishing Group UK 11.10.2021 Nature Publishing Group Nature Portfolio
Schlagworte:	639/166/985 692/4028/67/2321 Computed tomography Diagnostic Tests, Routine - methods Entropy Habitats Heterogeneity Humanities and Social Sciences Humans Image Processing, Computer-Assisted - methods Lung cancer Lung Neoplasms - diagnostic imaging Lung Neoplasms - pathology multidisciplinary Patients Phenotypes Precision medicine Radiomics Reproducibility of Results Science Science (multidisciplinary) Tomography, X-Ray Computed - instrumentation Tomography, X-Ray Computed - methods Treatment resistance Tumors
ISSN:	2045-2322, 2045-2322
Online-Zugang:	Volltext
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