An objective diagnosis of gout and calcium pyrophosphate deposition disease with machine learning of Raman spectra acquired in a point-of-care setting
We here demonstrate that potentially complex Raman spectra from clinical patient samples can be successfully classified by a machine learning approach, resulting in an objective diagnosis independent of the opinion of the medical examiner.
Authors
- Tim J. M. Welting (ORCID: https://orcid.org/0000-0001-8081-4466)
- Tom Niessink (ORCID: https://orcid.org/0000-0002-8621-9868)
- Cees Otto (ORCID: https://orcid.org/0000-0001-6955-4843)
- Tim Jansen (ORCID: https://orcid.org/0000-0003-3026-3154)
- Matthijs Janssen
- Frank A. W. Coumans
Institutions
- Maastricht University Medical Centre (NL)
- VieCuri Medisch Centrum (NL)
- University of Amsterdam (NL)
- University of Twente (NL)
Publication Details
- Journal
- Lara D. Veeken
- Published
- 2024-09-02
- DOI
- https://doi.org/10.1093/rheumatology/keae472
- Citations
- 3
- Primary Topic
- Gout, Hyperuricemia, Uric Acid
- Type
- article
- Field-Weighted Citation Impact
- 1.02
Funders
- Universitair Medisch Centrum Groningen