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Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI

Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2754252811

Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI

About this item

Full title

Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2022-12

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Non-invasive prostate cancer detection from MRI has the potential to revolutionize patient care by providing early detection of clinically-significant disease (ISUP grade group >= 2), but has thus far shown limited positive predictive value. To address this, we present an MRI-based deep learning method for predicting clinically significant prostate...

Alternative Titles

Full title

Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2754252811

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2754252811

Other Identifiers

E-ISSN

2331-8422

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