The diagnostic potential of proteomics and machine learning in Lyme neuroborreliosis.

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Title: The diagnostic potential of proteomics and machine learning in Lyme neuroborreliosis.
Authors: Nielsen AB; Department of Clinical Biochemistry, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark.; NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark., Fjordside L; Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark., Drici L; NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark., Ottenheijm ME; Department of Clinical Biochemistry, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark.; NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark., Rasmussen C; Department of Clinical Biochemistry, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark., Henningsson AJ; Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.; National Reference Laboratory for Tick-Borne Bacteria, Department of Laboratory Medicine, Region Jönköping County, Jönköping, Sweden., Harritshøj LH; Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark.; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark., Mann M; NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.; Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany., Mens H; Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark., Lebech AM; Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark., Wewer Albrechtsen NJ; Department of Clinical Biochemistry, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark. nicolai.albrechtsen@regionh.dk.; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark. nicolai.albrechtsen@regionh.dk.; Copenhagen Center for Translational Research, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark. nicolai.albrechtsen@regionh.dk.
Source: Nature communications [Nat Commun] 2025 Oct 27; Vol. 16 (1), pp. 9322. Date of Electronic Publication: 2025 Oct 27.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2041-1723
DOI:10.1038/s41467-025-64903-z