Web Application for Deciphering Alzheimer’s Disease Prediction and Progression with Explanations
The AI-driven application emerges as a valuable tool in AD prediction and analysis. The transparent and interpretable nature of the model, facilitated by LIME and SHAP, enhances trust and understanding. Early detection and progression prediction capabilities allow healthcare professionals with timely interventions to care the patients.
Authors
- Vinu Sherimon (ORCID: https://orcid.org/0000-0003-4923-2841)
- Pishoy Gouda (ORCID: https://orcid.org/0000-0002-8158-4786)
- Ben George Ephrem (ORCID: https://orcid.org/0000-0002-9509-207X)
- Abraham Varghese (ORCID: https://orcid.org/0000-0001-8897-1300)
Institutions
- Muscat College (OM)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/alz.085960
- Citations
- 1
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.35