Integrated Multiparametric Radiomics and Informatics System for Characterizing Breast Tumor Characteristics with the OncotypeDX Gene Assay

Integrated Multiparametric Radiomics and Informatics System for Characterizing Breast Tumor Characteristics with the OncotypeDX Gene Assay

Optimal use of multiparametric magnetic resonance imaging (mpMRI) can identify key MRI parameters and provide unique tissue signatures defining phenotypes of breast cancer. We have developed and implemented a new machine-learning informatic system, termed Informatics Radiomics Integration System (IR...

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Bibliographic Details
Main Authors: Michael A. Jacobs, Christopher B. Umbricht, Vishwa S. Parekh, Riham H. El Khouli, Leslie Cope, Katarzyna J. Macura, Susan Harvey, Antonio C. Wolff
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Cancers
Subjects:
mpRad
radiomics
multiparametric radiomics
informatics
IRIS
machine learning
Online Access:https://www.mdpi.com/2072-6694/12/10/2772

Internet

https://www.mdpi.com/2072-6694/12/10/2772

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