Keith D. Aaronson

According to our database, Keith D. Aaronson authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• 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 Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss.

Hongyi Yang, Richard Gonzalez, Brahmajee K. Nallamothu, Keith D. Aaronson, Kevin R. Ward, Alfred O. Hero III, Sardar Ansari

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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