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)

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)

Facilitating CPAP Adherence with Personalized Recommendations Using Artificial Neural Networks. - Matheus Araújo 001; Tara Pereira; Jaideep Srivastava; Conrad Iber (CBMS, 2021)