Journal Papers

  1.  Carcone AI, Hasan M, Alexander GL, Dong M, Eggly S, Brogan Hartlieb K, Naar S, MacDonell K, Kotov A. "Developing Machine-Learning Models for Behavioral Coding", J Pediatr Psychol. 2019 Apr 1;44(3):289-299. doi: 10.1093/jpepsy/jsy113. PubMed PMID: 30698755; PubMed Central PMCID: PMC6415657. Download

  2.  Hasan M, Carcone AI, Naar S, Eggly S, Alexander GL, Hartlieb KEB, Kotov A. "Identifying Effective Motivational Interviewing Communication Sequences Using Automated Pattern Analysis", J Healthc Inform Res. 2019;3(1):86-106. doi: 10.1007/s41666-018-0037-6. Epub 2018 Oct 31. PubMed PMID: 31602420; PubMed Central PMCID: PMC6786498. Download

  3.  Hasan M, Kotov A, Carcone A, Dong M, Naar S, Hartlieb KB. "A Study of the Effectiveness of Machine Learning Methods for Classification of Clinical Interview Fragments into a Large Number of Categories", J Biomed Inform. 2016 Aug;62:21-31. doi: 10.1016/j.jbi.2016.05.004. Epub 2016 May 13. PubMed PMID: 27185608; PubMed Central PMCID: PMC4987168. Download

Full Conference Papers

  1.  Hasan M, Kotov A, Naar S, Alexander GL, Carcone AI. "Deep Neural Architectures for Discourse Segmentation in E-Mail Based Behavioral Intervention", AMIA Jt Summits Transl Sci Proc. 2019;2019:443-452. eCollection 2019. PubMed PMID: 31258998; PubMed Central PMCID: PMC6568107. Download

  2.  Hasan M, Kotov A, Carcone AI, Dong M, Naar S. "Predicting the Outcome of Patient-Provider Communication Sequences using Recurrent Neural Networks and Probabilistic Models", AMIA Jt Summits Transl Sci Proc. 2018;2017:64-73. eCollection 2018. PubMed PMID: 29888043; PubMed Central PMCID: PMC5961827. Download | Code

  3.  Kotov A, Hasan M, Carcone A, Dong M, Naar-King S, BroganHartlieb K. "Interpretable Probabilistic Latent Variable Models for Automatic Annotation of Clinical Text", AMIA Annu Symp Proc. 2015;2015:785-94. eCollection 2015. PubMed PMID: 26958214; PubMed Central PMCID: PMC4765604. Download

Posters & Short Papers

  1.  Hasan M, Kotov A, Mohan A, Lu S, Stieg PM. "Feedback or Research: Separating Pre-purchase from Post-purchase Consumer Reviews", European Conference on Information Retrieval. 2016 March; Padua, Italy. Download

  2.  Carcone A, Dong M, Kotov A, Xu H, Hasan M, Naar-King S, BroganHartlieb K. "Accelerating the Pace of Qualitative Communication Research with Computational Technology", In Proceedings of The 37th Annual Meeting & Scientific Sessions of the Society of Behavioral Medicine, At Washington, D.C. April 2016.

Dissertation & Thesis

  1.  Hasan, M, "Machine Learning Methods for the Analysis of Clinical Conversation", Doctoral dissertation, Wayne State University, August 2019. Download

  2.  Hasan M, "Methods for Classification of Consumer Review into The Ones Written Before or After The Product Purchase", Masters Thesis, Wayne State University, May 2019. Download