Advancing Mental Health Diagnostics: GPT-Based Method for Depression Detection.
Michael DannerBakir HadzicSophie GerhardtSimon LudwigIrem UsluPeng ShaoThomas WeberYoussef ShibanMatthias RätschPublished in: SICE (2023)
Keyphrases
- detection method
- high precision
- line detection
- objective function
- preprocessing
- detection algorithm
- experimental evaluation
- high accuracy
- false positive rate
- fully automatic
- computational cost
- pairwise
- significant improvement
- multiscale
- synthetic data
- probabilistic model
- edge detection
- mutual information
- input data
- prior knowledge
- data sets
- false positives
- classification method
- dynamic programming
- training data
- automatic detection
- similarity measure
- machine learning