Interpretable Depression Assessment Using a Large Language Model

This repository is for sharing the data and code used in the following paper.

Jae-Joong Lee, Jihoon Han, Choong-Wan Woo*, Interpretable Depression Assessment Using a Large Language Model, 2026, PLOS Digit Health (link)

Questions?

If you have any questions, please email Wani or Jaejoong.

Name		Name	Last commit message	Last commit date
misc		misc
prompts		prompts
results		results
.gitignore		.gitignore
AIDA_LIWC.ipynb		AIDA_LIWC.ipynb
AIDA_Whisper.ipynb		AIDA_Whisper.ipynb
AIDA_faithfulness.ipynb		AIDA_faithfulness.ipynb
AIDA_feature_extraction.ipynb		AIDA_feature_extraction.ipynb
AIDA_feature_extraction_changeprompt.ipynb		AIDA_feature_extraction_changeprompt.ipynb
AIDA_feature_extraction_med42.ipynb		AIDA_feature_extraction_med42.ipynb
AIDA_feature_extraction_stochastic.ipynb		AIDA_feature_extraction_stochastic.ipynb
AIDA_generate_df.ipynb		AIDA_generate_df.ipynb
AIDA_modeling.ipynb		AIDA_modeling.ipynb
AIDA_modeling_changeprompt.ipynb		AIDA_modeling_changeprompt.ipynb
AIDA_modeling_complex.ipynb		AIDA_modeling_complex.ipynb
AIDA_modeling_med42.ipynb		AIDA_modeling_med42.ipynb
AIDA_modeling_stochastic.ipynb		AIDA_modeling_stochastic.ipynb
LICENSE		LICENSE
README.md		README.md