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
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.titleWavelength selection using diffuse reflectance spectra and machine learning algorithms for tissue differentiation in orthopedic surgeryen
dc.typeConference itemen
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