Machine learning-assisted mid-infrared spectrochemical fibrillar collagen imaging in clinical tissues
We showed the potential of ML-aided label-free mid-infrared hyperspectral imaging for collagen fiber and tumor microenvironment analysis in tumor pathology samples.
Authors
- Yuming Liu (ORCID: https://orcid.org/0000-0001-8003-9607)
- Kevin W. Eliceiri (ORCID: https://orcid.org/0000-0001-8678-670X)
- Wihan Adi (ORCID: https://orcid.org/0000-0002-4439-2021)
- Filiz Yesilköy (ORCID: https://orcid.org/0000-0001-8483-3285)
- Bryan E. Rubio Perez
- Sydney Runkle
Institutions
- University of Wisconsin–Madison (US)
Publication Details
- Journal
- Journal of Biomedical Optics
- Published
- 2024-09-27
- DOI
- https://doi.org/10.1117/1.jbo.29.9.093511
- Citations
- 8
- Primary Topic
- Spectroscopy Techniques in Biomedical and Chemical Research
- Type
- article
- Field-Weighted Citation Impact
- 5.30
Funders
- University of Wisconsin Carbone Cancer Center
- Colgate University
- National Institutes of Health
- College of Engineering, University of Wisconsin-Madison