A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging. - Karan Aggarwal; Swaraj Khadanga; Shafiq R. Joty; Louis Kazaglis; Jaideep Srivastava (IEEE BigData, 2018)

ML Approach for Early Detection of Sleep Apnea Treatment Abandonment: A Case Study. - Matheus Araújo 001; Rahul Bhojwani; Jaideep Srivastava; Louis Kazaglis; Conrad Iber (DH, 2018)

Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF. - Karan Aggarwal; Swaraj Khadanga; Shafiq R. Joty; Louis Kazaglis; Jaideep Srivastava (CoRR, 2018)

A Data-Driven Approach for Continuous Adherence Predictions in Sleep Apnea Therapy Management. - Matheus Araújo 001; Louis Kazaglis; Conrad Iber; Jaideep Srivastava (IEEE BigData, 2019)

PARIS: Personalized Activity Recommendation for Improving Sleep Quality. - Meghna Singh; Saksham Goel; Abhiraj Mohan; Louis Kazaglis; Jaideep Srivastava (CoRR, 2021)