Biosignal and survey-based mental health AI model creation tool

This result is a tool that creates a biosignal stress model and a questionnaire-based stress model needed for a mental health management system to predict stress based on PPG and questionnaires.

Users can create Linear Regression, SVM (Support Vector Machine), Decision Tree, Random Forest, Gradient Boosting, and XGBoost models using PPG data. Users can train survey data to create KNN, Decision Tree, Ada Boost, Gradient Boosting, Light GBM, Random Forest, Logistic Regression, and SVM models.

Python

Mental health management and work stress measurement SW developers and companies

It can be used after signing a commercial technology transfer agreement. (https://itec.etri.re.kr/itec/main/index.do)