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Multiple Instance Bagging and Risk Histogram for Survival Time Analysis Based on Whole Slide Images...

Multiple Instance Bagging and Risk Histogram for Survival Time Analysis Based on Whole Slide Images...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_10d6effafdf349a191574e00cdea0765

Multiple Instance Bagging and Risk Histogram for Survival Time Analysis Based on Whole Slide Images of Brain Cancer Patients

About this item

Full title

Multiple Instance Bagging and Risk Histogram for Survival Time Analysis Based on Whole Slide Images of Brain Cancer Patients

Publisher

Basel: MDPI AG

Journal title

Information (Basel), 2024-12, Vol.15 (12), p.750

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

This study tackles the challenges in computer-aided prognosis for glioblastoma multiforme, a highly aggressive brain cancer, using only whole slide images (WSIs) as input. Unlike traditional methods that rely on random selection or region-of-interest (ROI) extraction to choose meaningful subsets of patches representing the whole slide, we propose a...

Alternative Titles

Full title

Multiple Instance Bagging and Risk Histogram for Survival Time Analysis Based on Whole Slide Images of Brain Cancer Patients

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_10d6effafdf349a191574e00cdea0765

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_10d6effafdf349a191574e00cdea0765

Other Identifiers

ISSN

2078-2489

E-ISSN

2078-2489

DOI

10.3390/info15120750

How to access this item