From Normal Cognition to Dementia: Using Natural Language Processing to Identify Cognitive Stages from Clinical Notes
Our study harnessed NLP techniques for enhanced dementia staging accuracy using EHR clinical notes. We introduced a highly accurate, fully automated approach with scalability potential, promising to transform hospital practices in managing clinical notes.
Authors
- Colin Magdamo (ORCID: https://orcid.org/0000-0001-8965-4630)
- Samad Amini (ORCID: https://orcid.org/0000-0002-2063-6220)
- Sudeshna Das (ORCID: https://orcid.org/0000-0002-9486-6811)
- You Cheng (ORCID: https://orcid.org/0000-0002-3141-0104)
- Ioannis Ch. Paschalidis (ORCID: https://orcid.org/0000-0002-3343-2913)
Institutions
- Boston University (US)
- Harvard University (US)
- Massachusetts General Hospital (US)
- MaineGeneral Medical Center (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/alz.089228
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00