User

Frontend

Backend

AI Analysis

4.1 Start Assessment

Start Assessment

Extract Features (Librosa)

4.4

4.2 Record Speech

Record Speech

Process scores

4.4

4.4 Upload Drawing

Upload Drawing

Predict Dementia Risk (Multimodal Model)

4.6

4.6 Display Results

Submit Cognitive Input

Predict Risk

4.8