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

• Main Authors: Shehzad, Aaqib (Author), Rockwood, Kenneth (Author), Stanley, Justin (Author), Dunn, Taylor (Author), Howlett, Susan E (Author)
• 格式: 圖書
• 出版: JMIR Publications, 2020-11-01T00:00:00Z.
• 主題: article
• 在線閱讀: Connect to this object online.

BackgroundSymptomGuide Dementia (DGI Clinical Inc) is a publicly available online symptom tracking tool to support caregivers of persons living with dementia. The value of such data are enhanced when the specific dementia stage is identified. ObjectiveWe aimed to develop a supervised machine learnin...