Jessica R. Golbus

According to our database, Jessica R. Golbus authored at least 7 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., December, 2024

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, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

IEEE J. Biomed. Health Informatics, 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, Susan A. Murphy, Predrag V. Klasnja, Sachin Kheterpal, Brahmajee K. Nallamothu

npj Digit. Medicine, 2023

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

2021

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, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

CoRR, 2021

2019

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

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2014

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