Emerging Applications of Radiomics in Neurological Disorders: A Review

Radiomics has achieved significant momentum in radiology research and can reveal image information invisible to radiologists’ eyes. Radiomics first evolved for oncologic imaging. Oncologic applications (histopathology, tumor grading, gene mutation analysis, patient survival, and treatment response p...

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Autores principales: Sotoudeh, Houman, Sarrami, Amir Hossein, Roberson, Glenn H, Shafaat, Omid, Sadaatpour, Zahra, Rezaei, Ali, Choudhary, Gagandeep, Singhal, Aparna, Sotoudeh, Ehsan, Tanwar, Manoj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2021
Materias:
Neurology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719529/
https://www.ncbi.nlm.nih.gov/pubmed/34987940
http://dx.doi.org/10.7759/cureus.20080
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author Sotoudeh, Houman
Sarrami, Amir Hossein
Roberson, Glenn H
Shafaat, Omid
Sadaatpour, Zahra
Rezaei, Ali
Choudhary, Gagandeep
Singhal, Aparna
Sotoudeh, Ehsan
Tanwar, Manoj
author_facet Sotoudeh, Houman
Sarrami, Amir Hossein
Roberson, Glenn H
Shafaat, Omid
Sadaatpour, Zahra
Rezaei, Ali
Choudhary, Gagandeep
Singhal, Aparna
Sotoudeh, Ehsan
Tanwar, Manoj
author_sort Sotoudeh, Houman
collection PubMed
description Radiomics has achieved significant momentum in radiology research and can reveal image information invisible to radiologists’ eyes. Radiomics first evolved for oncologic imaging. Oncologic applications (histopathology, tumor grading, gene mutation analysis, patient survival, and treatment response prediction) of radiomics are widespread. However, it is not limited to oncologic analysis, and any digital medical images can benefit from radiomics analysis. This article reviews the current literature on radiomics in non-oncologic, neurological disorders including ischemic strokes, hemorrhagic stroke, cerebral aneurysms, and demyelinating disorders.
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spelling pubmed-87195292022-01-04 Emerging Applications of Radiomics in Neurological Disorders: A Review Sotoudeh, Houman Sarrami, Amir Hossein Roberson, Glenn H Shafaat, Omid Sadaatpour, Zahra Rezaei, Ali Choudhary, Gagandeep Singhal, Aparna Sotoudeh, Ehsan Tanwar, Manoj Cureus Neurology Radiomics has achieved significant momentum in radiology research and can reveal image information invisible to radiologists’ eyes. Radiomics first evolved for oncologic imaging. Oncologic applications (histopathology, tumor grading, gene mutation analysis, patient survival, and treatment response prediction) of radiomics are widespread. However, it is not limited to oncologic analysis, and any digital medical images can benefit from radiomics analysis. This article reviews the current literature on radiomics in non-oncologic, neurological disorders including ischemic strokes, hemorrhagic stroke, cerebral aneurysms, and demyelinating disorders. Cureus 2021-12-01 /pmc/articles/PMC8719529/ /pubmed/34987940 http://dx.doi.org/10.7759/cureus.20080 Text en Copyright © 2021, Sotoudeh et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Neurology
Sotoudeh, Houman
Sarrami, Amir Hossein
Roberson, Glenn H
Shafaat, Omid
Sadaatpour, Zahra
Rezaei, Ali
Choudhary, Gagandeep
Singhal, Aparna
Sotoudeh, Ehsan
Tanwar, Manoj
Emerging Applications of Radiomics in Neurological Disorders: A Review
title Emerging Applications of Radiomics in Neurological Disorders: A Review
title_full Emerging Applications of Radiomics in Neurological Disorders: A Review
title_fullStr Emerging Applications of Radiomics in Neurological Disorders: A Review
title_full_unstemmed Emerging Applications of Radiomics in Neurological Disorders: A Review
title_short Emerging Applications of Radiomics in Neurological Disorders: A Review
title_sort emerging applications of radiomics in neurological disorders: a review
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719529/
https://www.ncbi.nlm.nih.gov/pubmed/34987940
http://dx.doi.org/10.7759/cureus.20080
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