Interpretable Probabilistic Latent Variable Models for Automatic Annotation of Clinical Text. - Alexander Kotov 001; Mehedi Hasan; April Idalski Carcone; Ming Dong 001; Sylvie Naar-King; Kathryn Brogan Hartlieb (AMIA, 2015)

A study of the effectiveness of machine learning methods for classification of clinical interview fragments into a large number of categories. - Mehedi Hasan; Alexander Kotov 001; April Idalski Carcone; Ming Dong 001; Sylvie Naar; Kathryn Brogan Hartlieb (J. Biomed. Informatics, 2016)

Identifying Effective Motivational Interviewing Communication Sequences Using Automated Pattern Analysis. - Mehedi Hasan; April Idalski Carcone; Sylvie Naar; Susan Eggly; Gwen L. Alexander; Kathryn Brogan Hartlieb; Alexander Kotov 001 (J. Heal. Informatics Res., 2019)