Automated sensor-based detection of challenging behaviors in advanced stages of dementia in nursing homes

Jump to Section1. Introduction2. Subjects and methods  2.1. Subjects  2.2. Neuropsychological assessment  2.3. Annotation of behavior  2.4. Videotaping of behavior  2.5. Sensor mounting and data management  2.6. Data analysis3. Results  3.1. Occurrence of challenging behavior  3.2. CMAI and directly observed behavior  3.3. AMS and CMAI  3.4. AMS and directly observed behavior  3.5. Influence of gender and age  3.6. Interrater reliability of annotations  3.7. Evaluation of the AMS for identification of behavior4. DiscussionSupplementary dataReferences

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