Wavelength selection using diffuse reflectance spectra and machine learning algorithms for tissue differentiation in orthopedic surgery

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dc.contributor.authorLi, Celina L.
dc.contributor.authorFisher, Carl J.
dc.contributor.authorKomolibus, Katarzyna
dc.contributor.authorGrygoryev, Konstantin
dc.contributor.authorBurke, Ray
dc.contributor.authorAndersson-Engels, Stefan
dc.date.accessioned2022-10-05T13:36:17Z
dc.date.available2022-10-05T13:36:17Z
dc.date.issued2022-04-01
dc.date.updated2022-10-05T13:32:41Z
dc.description.abstractDRS-based measurements of tissue types encountered in orthopedic surgery are utilized to establish a wavelength selection methodology using machine learning techniques, which enables rapid development of clinically translatable optical systemsen
dc.description.statusPeer revieweden
dc.description.versionPublished Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.articleidTS4B.6en
dc.identifier.citationLi, C.L., Fisher, C.J., Komolibus, K., Grygoryev, K., Burke, R. and Andersson-Engels., S. (2022) ‘Wavelength selection using diffuse reflectance spectra and machine learning algorithms for tissue differentiation in orthopedic surgery’, in Biophotonics Congress: Biomedical Optics 2022 (Translational, Microscopy, OCT, OTS, BRAIN), Fort Lauderdale, Florida, 24-27 April, Optica Publishing Group, TS4B.6 (2 pp). https://doi.org/10.1364/TRANSLATIONAL.2022.TS4B.6.en
dc.identifier.doi10.1364/TRANSLATIONAL.2022.TS4B.6en
dc.identifier.endpage2en
dc.identifier.isbn978-1-957171-03-6
dc.identifier.startpage1en
dc.identifier.urihttps://hdl.handle.net/10468/13742
dc.language.isoenen
dc.publisherOptica Publishing Groupen
dc.relation.ispartofBiophotonics Congress: Biomedical Optics 2022 (Translational, Microscopy, OCT, OTS, BRAIN). Fort Lauderdale, Florida
dc.relation.urihttps://doi.org/10.1364/TRANSLATIONAL.2022.TS4B.6
dc.rights© 2022 The Author(s). Published by Optical Publishing Groupen
dc.subjectComputed tomographyen
dc.subjectDiffuse reflectanceen
dc.subjectDiffuse reflectance spectroscopyen
dc.subjectGenetic algorithmsen
dc.subjectOptical systemsen
dc.subjectTissueen
dc.subjectWavelength selectionen
dc.subjectOptical devices developmenten
dc.subject~Tyndall National Institute - Conference Items~en
dc.subject~Physics - Conference Items~en
dc.titleWavelength selection using diffuse reflectance spectra and machine learning algorithms for tissue differentiation in orthopedic surgeryen
dc.typeConference itemen
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