Update on quantitative radiomics of pancreatic tumors

Mayur Virarkar; Vincenzo K. Wong; Ajaykumar C. Morani; Eric P. Tamm; Priya Bhosale

doi:10.1007/s00261-021-03216-3

Update on quantitative radiomics of pancreatic tumors

Mayur Virarkar, Vincenzo K. Wong, Ajaykumar C. Morani, Eric P. Tamm, Priya Bhosale

Abdominal Imaging

Research output: Contribution to journal › Article › peer-review

11 Scopus citations

Abstract

Radiomics is a newer approach for analyzing radiological images obtained from conventional imaging modalities such as computed tomography, magnetic resonance imaging, endoscopic ultrasonography, and positron emission tomography. Radiomics involves extracting quantitative data from the images and assessing them to identify diagnostic or prognostic features such as tumor grade, resectability, tumor response to neoadjuvant therapy, and survival. The purpose of this review is to discuss the basic principles of radiomics and provide an overview of the current clinical applications of radiomics in the field of pancreatic tumors.

Original language	English (US)
Pages (from-to)	3118-3160
Number of pages	43
Journal	Abdominal Radiology
Volume	47
Issue number	9
DOIs	https://doi.org/10.1007/s00261-021-03216-3
State	Published - Sep 2022

Keywords

Pancreas
Quantitative
Radiomics
Texture analysis

ASJC Scopus subject areas

Radiological and Ultrasound Technology
Radiology Nuclear Medicine and imaging
Gastroenterology
Urology

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10.1007/s00261-021-03216-3

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title = "Update on quantitative radiomics of pancreatic tumors",

abstract = "Radiomics is a newer approach for analyzing radiological images obtained from conventional imaging modalities such as computed tomography, magnetic resonance imaging, endoscopic ultrasonography, and positron emission tomography. Radiomics involves extracting quantitative data from the images and assessing them to identify diagnostic or prognostic features such as tumor grade, resectability, tumor response to neoadjuvant therapy, and survival. The purpose of this review is to discuss the basic principles of radiomics and provide an overview of the current clinical applications of radiomics in the field of pancreatic tumors.",

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AU - Morani, Ajaykumar C.

AU - Tamm, Eric P.

AU - Bhosale, Priya

PY - 2022/9

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AB - Radiomics is a newer approach for analyzing radiological images obtained from conventional imaging modalities such as computed tomography, magnetic resonance imaging, endoscopic ultrasonography, and positron emission tomography. Radiomics involves extracting quantitative data from the images and assessing them to identify diagnostic or prognostic features such as tumor grade, resectability, tumor response to neoadjuvant therapy, and survival. The purpose of this review is to discuss the basic principles of radiomics and provide an overview of the current clinical applications of radiomics in the field of pancreatic tumors.

KW - Pancreas

KW - Quantitative

KW - Radiomics

KW - Texture analysis

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Update on quantitative radiomics of pancreatic tumors

Abstract

Keywords

ASJC Scopus subject areas

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