Supercomputing for the parallelization of whole genome analysis. - Megan J. Puckelwartz; Lorenzo L. Pesce; Viswateja Nelakuditi; Lisa Dellefave-Castillo; Jessica R. Golbus; Sharlene M. Day; Thomas P. Cappola; Gerald W. Dorn II; Ian T. Foster; Elizabeth M. McNally (Bioinform., 2014)

Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. - Heming Yao; Keith D. Aaronson; Lu Lu; Jonathan Gryak; Kayvan Najarian; Jessica R. Golbus (BIBM, 2019)

A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. - Heming Yao; Harm Derksen; Jessica R. Golbus; Justin Zhang 005; Keith D. Aaronson; Jonathan Gryak; Kayvan Najarian (CoRR, 2021)

Debiased Machine Learning and Network Cohesion for Doubly-Robust Differential Reward Models in Contextual Bandits. - Easton K. Huch; Jieru Shi; Madeline R. Abbott; Jessica R. Golbus; Alexander Moreno; Walter H. Dempsey (CoRR, 2023)

A randomized trial of a mobile health intervention to augment cardiac rehabilitation. - Jessica R. Golbus; Kashvi Gupta; Rachel Stevens; V. Swetha Jeganathan; Evan Luff; Jieru Shi; Walter Dempsey; Thomas Boyden; Bhramar Mukherjee; Sarah Kohnstamm; Vlad Taralunga; Vik Kheterpal; et al. (npj Digit. Medicine, 2023)

A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. - Heming Yao; Harm Derksen; Jessica R. Golbus; Justin Zhang 005; Keith D. Aaronson; Jonathan Gryak; Kayvan Najarian (IEEE J. Biomed. Health Informatics, 2023)

RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions. - Easton K. Huch; Jieru Shi; Madeline R. Abbott; Jessica R. Golbus; Alexander Moreno; Walter Dempsey (NeurIPS, 2024)

Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data. - Yufeng Zhang; Jessica R. Golbus; Emily Wittrup; Keith D. Aaronson; Kayvan Najarian (BMC Medical Informatics Decis. Mak., 2024)

Physical activity and diet just-in-time adaptive intervention to reduce blood pressure: a randomized controlled trial. - Michael P. Dorsch; Jessica R. Golbus; Rachel Stevens; Brad Trumpower; Tanima Basu; Evan Luff; Kimberly Warden; Michael Giacalone; Sarah Bailey; Gabriella V. Rubick; Sonali R. Mishra; Predrag Klasnja; et al. (npj Digit. Medicine, 2025)