Using natural language processing to facilitate the harmonisation of mental health questionnaires: a validation study using real-world data

Pooling data from different sources will advance mental health research by providing larger sample sizes and allowing cross-study comparisons; however, the heterogeneity in how variables are measured across studies poses a challenge to this process.