Publication
Texture for neuroimaging
datacite.subject.fos | Engenharia e Tecnologia::Engenharia Médica | |
dc.contributor.author | Nunes, Ana | |
dc.contributor.author | Serranho, Pedro | |
dc.contributor.author | Castelo-Branco, Miguel | |
dc.contributor.author | Bernardes, Rui | |
dc.date.accessioned | 2025-02-13T15:59:29Z | |
dc.date.available | 2025-02-13T15:59:29Z | |
dc.date.issued | 2024-06-13 | |
dc.description.abstract | Texture analysis is an umbrella term for multiple image analysis techniques that quantify and characterize the distribution of the image’s gray levels. It has a natural application in biomedical image analysis, where texture-based techniques are increasingly being incorporated into neuroimaging research. In this chapter, the role of texture analysis in the field of neuroimaging is addressed. Neuroimaging applications of texture-based approaches are contextualized within past and recent developments in image texture analysis, the categories of texture analysis methods, and the typical texture-based problem types, namely, classification and segmentation. Neuroimaging applications using magnetic resonance imaging, positron emission tomography, and optical coherence tomography are individually reviewed, and some considerations on the future perspectives for texture-based approaches in neuroimaging are made. | eng |
dc.identifier.doi | 10.1201/9780367486082-9 | |
dc.identifier.isbn | 9780367486082 | |
dc.identifier.uri | http://hdl.handle.net/10400.2/19541 | |
dc.language.iso | eng | |
dc.peerreviewed | yes | |
dc.publisher | CRC Press | |
dc.relation | Coimbra Institute for Biomedical Imaging and Translational Research | |
dc.relation | Coimbra Institute for Biomedical Imaging and Translational Research | |
dc.relation.hasversion | https://www.taylorfrancis.com/chapters/edit/10.1201/9780367486082-9/texture-neuroimaging-ana-nunes-pedro-serranho-miguel-castelo-branco-rui-bernardes | |
dc.relation.ispartof | Handbook of Texture Analysis | |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.title | Texture for neuroimaging | por |
dc.type | book part | |
dspace.entity.type | Publication | |
oaire.awardTitle | Coimbra Institute for Biomedical Imaging and Translational Research | |
oaire.awardTitle | Coimbra Institute for Biomedical Imaging and Translational Research | |
oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F04950%2F2020/PT | |
oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F04950%2F2020/PT | |
oaire.citation.endPage | 208 | |
oaire.citation.startPage | 187 | |
oaire.citation.title | Handbook of Texture Analysis | |
oaire.fundingStream | 6817 - DCRRNI ID | |
oaire.fundingStream | 6817 - DCRRNI ID | |
oaire.version | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |
project.funder.identifier | http://doi.org/10.13039/501100001871 | |
project.funder.identifier | http://doi.org/10.13039/501100001871 | |
project.funder.name | Fundação para a Ciência e a Tecnologia | |
project.funder.name | Fundação para a Ciência e a Tecnologia | |
relation.isProjectOfPublication | ec375bb8-8117-49ab-9d14-4bca5449e893 | |
relation.isProjectOfPublication | c186a059-b6b1-4bcd-abbd-6036b32cf18f | |
relation.isProjectOfPublication.latestForDiscovery | ec375bb8-8117-49ab-9d14-4bca5449e893 |
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