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Raman spectroscopic analysis of fresh tissue samples from brain tumors
Lulea Univ Technol, Sweden.
Linköping University, Department of Biomedical Engineering, Division of Biomedical Engineering. Linköping University, Faculty of Science & Engineering.
Linköping University, Department of Biomedical and Clinical Sciences, Division of Neurobiology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Center for Diagnostics, Clinical pathology.ORCID iD: 0000-0001-6716-0314
Linköping University, Department of Biomedical and Clinical Sciences, Division of Surgery, Orthopedics and Oncology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Anaesthetics, Operations and Specialty Surgery Center, Department of Neurosurgery.
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2021 (English)In: DIFFUSE OPTICAL SPECTROSCOPY AND IMAGING VIII, SPIE-INT SOC OPTICAL ENGINEERING , 2021, Vol. 11920, article id 119201FConference paper, Published paper (Refereed)
Abstract [en]

We have applied a CNN to preprocess Raman spectra from fresh tissue samples from brain tumors. The neural network can handle the variations that occur naturally, which enables explorative data analysis methods such as PCA.

Place, publisher, year, edition, pages
SPIE-INT SOC OPTICAL ENGINEERING , 2021. Vol. 11920, article id 119201F
Series
Proceedings of SPIE, ISSN 0277-786X
National Category
Medical Laboratory Technologies
Identifiers
URN: urn:nbn:se:liu:diva-185433DOI: 10.1117/12.2615374ISI: 000797273400050ISBN: 9781510647077 (print)ISBN: 9781510647060 (print)OAI: oai:DiVA.org:liu-185433DiVA, id: diva2:1664157
Conference
European Conferences on Biomedical Optics - Diffuse Optical Spectroscopy and Imaging VIII, ELECTR NETWORK, jun 20-25, 2021
Available from: 2022-06-03 Created: 2022-06-03 Last updated: 2025-02-09

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Klint, ElisabethHallbeck, MartinHillman, JanWårdell, Karin
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Division of Biomedical EngineeringFaculty of Science & EngineeringDivision of NeurobiologyFaculty of Medicine and Health SciencesClinical pathologyDivision of Surgery, Orthopedics and OncologyDepartment of Neurosurgery
Medical Laboratory Technologies

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CiteExportLink to record
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Citation style
  • apa
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