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A classification model for non-alcoholic steatohepatitis (NASH) using confocal Raman micro-spectroscopy

dc.contributor.authorYu, Yang
dc.contributor.authorKang, Jeon Woong
dc.contributor.authorTam, Zhi Yang
dc.contributor.authorXu, Shuo Yu
dc.contributor.authorFong, Eliza Li Shan
dc.contributor.authorSingh, Surya Pratap
dc.contributor.authorSong, Ziwei
dc.contributor.authorKellogg, Lisa Tucker
dc.contributor.authorSo, Peter
dc.contributor.authorYu, Hanry
dc.contributor.authorYan, Jie
dc.date.accessioned2018-07-11T17:22:04Z
dc.date.available2018-07-11T17:22:04Z
dc.date.issued2017-06
dc.identifier.isbn9781510612808
dc.identifier.isbn9781510612815
dc.identifier.urihttp://hdl.handle.net/1721.1/116906
dc.description.abstractWe combined Raman micro-spectroscopy and machine learning techniques to develop a classification model based on a well-established non-alcoholic steatohepatitis (NASH) mouse model, using spectrum pre-processing, biochemical component analysis (BCA) and logistic regression.en_US
dc.publisherSPIEen_US
dc.relation.isversionofhttp://dx.doi.org/10.1117/12.2281445en_US
dc.rightsArticle is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.en_US
dc.sourceSPIEen_US
dc.titleA classification model for non-alcoholic steatohepatitis (NASH) using confocal Raman micro-spectroscopyen_US
dc.typeArticleen_US
dc.identifier.citationYu, Yang, et al. "A Classification Model for Non-Alcoholic Steatohepatitis (NASH) Using Confocal Raman Micro-Spectroscopy." 25-29 June 2017, Munich, Germany, edited by J. Quincy Brown and Ton G. van Leeuwen, SPIE, 2017, p. 101. © 2017 OSA-SPIEen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Chemistryen_US
dc.contributor.departmentMassachusetts Institute of Technology. Laser Biomedical Research Centeren_US
dc.contributor.mitauthorKang, Jeon Woong
dc.relation.journalClinical and Preclinical Optical Diagnosticsen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/ConferencePaperen_US
eprint.statushttp://purl.org/eprint/status/NonPeerRevieweden_US
dc.date.updated2018-03-30T15:12:55Z
dspace.orderedauthorsYu, Yang; Kang, Jeon Woong; Tam, Zhi Yang; Xu, Shuo Yu; Fong, Eliza Li Shan; Singh, Surya Pratap; Song, Ziwei; Kellogg, Lisa Tucker; So, Peter; Yu, Hanry; Yan, Jieen_US
dspace.embargo.termsNen_US
mit.licensePUBLISHER_POLICYen_US


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