Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach

Medicine & Life Sciences

• Area Under Curve 7%
• Caregivers 3%
• Cognitive Dysfunction 3%
• Dementia 74%
• Donepezil 5%
• Long-Term Care 4%
• Machine Learning 100%
• Memory 3%
• Population 1%
• ROC Curve 11%
• Supervised Machine Learning 14%
• Support Vector Machine 5%
• Vascular Dementia 5%