Multiparametric MRI and radiomics in prostate cancer: a review

ResearchSpace Repository

Show simple item record

dc.contributor.author Sun Y en
dc.contributor.author Reynolds HM en
dc.contributor.author Parameswaran B en
dc.contributor.author Wraith D en
dc.contributor.author Finnegan ME en
dc.contributor.author Williams S en
dc.contributor.author Haworth A en
dc.date.accessioned 2020-10-16T03:49:40Z
dc.date.available 2020-10-16T03:49:40Z
dc.date.issued 2019-3 en
dc.identifier.issn 0158-9938 en
dc.identifier.uri http://hdl.handle.net/2292/53354
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 https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm 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
dc.date.updated 2020-09-24T21:50:40Z en
dc.rights.holder Copyright: The author en
pubs.end-page 25 en
pubs.publisher-url https://doi.org/10.1007/s13246-019-00730 en
dc.rights.accessrights http://purl.org/eprint/accessRights/RestrictedAccess en
pubs.subtype Article en
pubs.elements-id 789353 en
dc.identifier.eissn 1879-5447 en
pubs.online-publication-date 2019-2-14 en


Files in this item

There are no files associated with this item.

Find Full text

This item appears in the following Collection(s)

Show simple item record

Share

Search ResearchSpace


Advanced Search

Browse

Statistics