Comparing radiomic classifiers and classifier ensembles for detection of peripheral zone prostate tumors on T2-weighted MRI: a multi-site study

Comparing radiomic classifiers and classifier ensembles for detection of peripheral zone prostate tumors on T2-weighted MRI: a multi-site study

Abstract Background For most computer-aided diagnosis (CAD) problems involving prostate cancer detection via medical imaging data, the choice of classifier has been largely ad hoc, or been motivated by classifier comparison studies that have involved large synthetic datasets. More significantly, it...

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Bibliographic Details
Main Authors: Satish E. Viswanath, Prathyush V. Chirra, Michael C. Yim, Neil M. Rofsky, Andrei S. Purysko, Mark A. Rosen, B Nicolas Bloch, Anant Madabhushi
Format: Article
Language:English
Published: BMC 2019-02-01
Series:BMC Medical Imaging
Subjects:
Classifiers
Radiomics
Prostate cancer
MRI
Comparison
Online Access:http://link.springer.com/article/10.1186/s12880-019-0308-6

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http://link.springer.com/article/10.1186/s12880-019-0308-6

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