Machine learning-based screening for outpatients with dementia using drawing features from the clock drawing test.

In geriatrics and dementia care, early diagnosis is crucial. We developed a dementia screening model using drawing features from clock drawing tests (CDT) and investigated the features contributing to the discrimination of dementia and its screening performance. This study included 129 older adults attending a dementia outpatient clinic.