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Emerging Applications of Radiomics in Neurological Disorders: A Review
by
Singhal, Aparna
, Roberson, Glenn H
, Choudhary, Gagandeep
, Shafaat, Omid
, Tanwar, Manoj
, Rezaei, Ali
, Sotoudeh, Houman
, Sarrami, Amir Hossein
, Sotoudeh, Ehsan
, Sadaatpour, Zahra
in
Aneurysms
/ Artificial intelligence
/ Automation
/ Blood clots
/ Brain research
/ Datasets
/ Feature selection
/ Machine learning
/ Medical imaging
/ Medical prognosis
/ Mutation
/ Neural networks
/ Neurological disorders
/ Neurology
/ Neurosurgery
/ Patients
/ Radiology
/ Radiomics
/ Software
/ Stroke
/ Support vector machines
/ Thrombosis
/ Tomography
2021
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Emerging Applications of Radiomics in Neurological Disorders: A Review
by
Singhal, Aparna
, Roberson, Glenn H
, Choudhary, Gagandeep
, Shafaat, Omid
, Tanwar, Manoj
, Rezaei, Ali
, Sotoudeh, Houman
, Sarrami, Amir Hossein
, Sotoudeh, Ehsan
, Sadaatpour, Zahra
in
Aneurysms
/ Artificial intelligence
/ Automation
/ Blood clots
/ Brain research
/ Datasets
/ Feature selection
/ Machine learning
/ Medical imaging
/ Medical prognosis
/ Mutation
/ Neural networks
/ Neurological disorders
/ Neurology
/ Neurosurgery
/ Patients
/ Radiology
/ Radiomics
/ Software
/ Stroke
/ Support vector machines
/ Thrombosis
/ Tomography
2021
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Do you wish to request the book?
Emerging Applications of Radiomics in Neurological Disorders: A Review
by
Singhal, Aparna
, Roberson, Glenn H
, Choudhary, Gagandeep
, Shafaat, Omid
, Tanwar, Manoj
, Rezaei, Ali
, Sotoudeh, Houman
, Sarrami, Amir Hossein
, Sotoudeh, Ehsan
, Sadaatpour, Zahra
in
Aneurysms
/ Artificial intelligence
/ Automation
/ Blood clots
/ Brain research
/ Datasets
/ Feature selection
/ Machine learning
/ Medical imaging
/ Medical prognosis
/ Mutation
/ Neural networks
/ Neurological disorders
/ Neurology
/ Neurosurgery
/ Patients
/ Radiology
/ Radiomics
/ Software
/ Stroke
/ Support vector machines
/ Thrombosis
/ Tomography
2021
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Emerging Applications of Radiomics in Neurological Disorders: A Review
Journal Article
Emerging Applications of Radiomics in Neurological Disorders: A Review
2021
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Overview
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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