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Discriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks

dc.contributor.authorLindholm, Vivian
dc.contributor.authorAnnala, Leevi
dc.contributor.authorKoskenmies, Sari
dc.contributor.authorPitkänen, Sari
dc.contributor.authorIsoherranen, Kirsi
dc.contributor.authorJärvinen, Anna
dc.contributor.authorJeskanen, Leila
dc.contributor.authorPölönen, Ilkka
dc.contributor.authorRanki, Annamari
dc.contributor.authorRaita‐Hakola, Anna‐Maria
dc.contributor.authorSalmivuori, Mari
dc.date.accessioned2024-04-10T05:12:32Z
dc.date.available2024-04-10T05:12:32Z
dc.date.issued2024
dc.identifier.citationLindholm, V., Annala, L., Koskenmies, S., Pitkänen, S., Isoherranen, K., Järvinen, A., Jeskanen, L., Pölönen, I., Ranki, A., Raita‐Hakola, A., & Salmivuori, M. (2024). Discriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks. <i>Skin Research and Technology</i>, <i>30</i>(4), Article e13677. <a href="https://doi.org/10.1111/srt.13677" target="_blank">https://doi.org/10.1111/srt.13677</a>
dc.identifier.otherCONVID_207847163
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/94233
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherWiley-Blackwell
dc.relation.ispartofseriesSkin Research and Technology
dc.rightsCC BY-NC-ND 4.0
dc.titleDiscriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks
dc.typejournal article
dc.identifier.urnURN:NBN:fi:jyu-202404102799
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineTietotekniikkafi
dc.contributor.oppiaineComputing, Information Technology and Mathematicsfi
dc.contributor.oppiaineLaskennallinen tiedefi
dc.contributor.oppiaineMathematical Information Technologyen
dc.contributor.oppiaineComputing, Information Technology and Mathematicsen
dc.contributor.oppiaineComputational Scienceen
dc.type.urihttp://purl.org/eprint/type/JournalItem
dc.type.coarhttp://purl.org/coar/resource_type/c_6501
dc.description.reviewstatusnonPeerReviewed
dc.relation.issn0909-752X
dc.relation.numberinseries4
dc.relation.volume30
dc.type.versionpublishedVersion
dc.rights.copyright© 2024 The Authors. Skin Research and Technology published by John Wiley & Sons Ltd.
dc.rights.accesslevelopenAccessfi
dc.type.publicationarticle
dc.subject.ysoneuroverkot
dc.subject.ysohyperspektrikuvantaminen
dc.subject.ysoihosyöpä
dc.subject.ysodiagnostiikka
dc.subject.ysokoneoppiminen
dc.subject.ysotyvisolusyöpä
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p7292
jyx.subject.urihttp://www.yso.fi/onto/yso/p39290
jyx.subject.urihttp://www.yso.fi/onto/yso/p13613
jyx.subject.urihttp://www.yso.fi/onto/yso/p416
jyx.subject.urihttp://www.yso.fi/onto/yso/p21846
jyx.subject.urihttp://www.yso.fi/onto/yso/p21782
dc.rights.urlhttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.relation.doi10.1111/srt.13677
dc.type.okmB1


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