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Fully Automated Skull Stripping from Brain Magnetic Resonance Images Using Mask RCNN-Based Deep Lear...

Fully Automated Skull Stripping from Brain Magnetic Resonance Images Using Mask RCNN-Based Deep Lear...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_a65f3911df3742fb9b5a7cf8a8805b99

Fully Automated Skull Stripping from Brain Magnetic Resonance Images Using Mask RCNN-Based Deep Learning Neural Networks

About this item

Full title

Fully Automated Skull Stripping from Brain Magnetic Resonance Images Using Mask RCNN-Based Deep Learning Neural Networks

Publisher

Basel: MDPI AG

Journal title

Brain sciences, 2023-08, Vol.13 (9), p.1255

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

This research comprises experiments with a deep learning framework for fully automating the skull stripping from brain magnetic resonance (MR) images. Conventional techniques for segmentation have progressed to the extent of Convolutional Neural Networks (CNN). We proposed and experimented with a contemporary variant of the deep learning framework...

Alternative Titles

Full title

Fully Automated Skull Stripping from Brain Magnetic Resonance Images Using Mask RCNN-Based Deep Learning Neural Networks

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_a65f3911df3742fb9b5a7cf8a8805b99

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_a65f3911df3742fb9b5a7cf8a8805b99

Other Identifiers

ISSN

2076-3425

E-ISSN

2076-3425

DOI

10.3390/brainsci13091255

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