Accelerating myelin defect detection in neurodegenerative disorders: a human-in-the-loop deep learning approach with birefringence microscopy
This approach effectively streamlines myelin defect detection and can enable the scale up of myelin degradation studies in neurodegenerative disorders.
Authors
- Irving J. Bigio (ORCID: https://orcid.org/0000-0003-4168-1466)
- Anna Novoseltseva (ORCID: https://orcid.org/0000-0002-2798-6573)
- A. Chandra (ORCID: https://orcid.org/0000-0002-5460-0568)
- Alexander J. Gray (ORCID: https://orcid.org/0000-0003-2536-1315)
- Mikayla Bradsby
- Shuying Li (ORCID: https://orcid.org/0000-0002-0069-6971)
Institutions
- Boston University (US)
- University of Massachusetts Boston (US)
Publication Details
- Journal
- Neurophotonics
- Published
- 2025-11-04
- DOI
- https://doi.org/10.1117/1.nph.12.4.045007
- Primary Topic
- Advanced Fluorescence Microscopy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health