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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Detalles Bibliográficos
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
Descripción
Sumario: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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