Multiparametric MRI and radiomics in prostate cancer: a review

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Show simple item record Sun Y en Reynolds HM en Parameswaran B en Wraith D en Finnegan ME en Williams S en Haworth A en 2020-10-16T03:49:40Z 2020-10-16T03:49:40Z 2019-3 en
dc.identifier.issn 0158-9938 en
dc.description.abstract Multiparametric MRI (mpMRI) is an imaging modality that combines anatomical MR imaging with one or more functional MRI sequences. It has become a versatile tool for detecting and characterising prostate cancer (PCa). The traditional role of mpMRI was confined to PCa staging, but due to the advanced imaging techniques, its role has expanded to various stages in clinical practises including tumour detection, disease monitor during active surveillance and sequential imaging for patient follow-up. Meanwhile, with the growing speed of data generation and the increasing volume of imaging data, it is highly demanded to apply computerised methods to process mpMRI data and extract useful information. Hence quantitative analysis for imaging data using radiomics has become an emerging paradigm. The application of radiomics approaches in prostate cancer has not only enabled automatic localisation of the disease but also provided a non-invasive solution to assess tumour biology (e.g. aggressiveness and the presence of hypoxia). This article reviews mpMRI and its expanding role in PCa detection, staging and patient management. Following that, an overview of prostate radiomics will be provided, with a special focus on its current applications as well as its future directions. en
dc.relation.ispartofseries Australasian Physical & Engineering Sciences in Medicine en
dc.rights Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. en
dc.rights.uri en
dc.subject 09 Engineering en
dc.subject 02 Physical Sciences en
dc.subject 11 Medical And Health Sciences en
dc.title Multiparametric MRI and radiomics in prostate cancer: a review en
dc.type Journal Article en
dc.identifier.doi 10.1007/s13246-019-00730-z en
pubs.issue 1 en
pubs.begin-page 3 en
pubs.volume 42 en 2020-09-24T21:50:40Z en
dc.rights.holder Copyright: The author en
pubs.end-page 25 en
pubs.publisher-url en
dc.rights.accessrights en
pubs.subtype Article en
pubs.elements-id 789353 en
dc.identifier.eissn 1879-5447 en 2019-2-14 en

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