Mental Disorders Identification API (Discontinued @28th November 2022 due to Heroku Free Tier)
- This API allows you to detect potential mental disorders via text.
- The API has been embedded with an ETL pipeline that is able to clean the data and run it by the AI model.
- The AI model was trained on reddit data using semi-supervised learning approach.
- The class labels were determined by a medical officer based on the keywords chosen by Latent Dirichlet Allocation that has been tuned.
- Logistic Regression was used to develop the predictive model based on the labels created.