Keith D. Aaronson

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Clinical Decision Support

Machine Learning

Fuzzy Neural Network

Top Venues

BMC Medical Informatics Decis. Mak.

IEEE J. Biomed. Health Informatics

Publications

Yufeng Zhang, Jessica R. Golbus, Emily Wittrup, Keith D. Aaronson, Kayvan Najarian
Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Hongyi Yang, Rich Gonzalez, Brahmajee K. Nallamothu, Keith D. Aaronson, Kevin R. Ward, Alfred O. Hero III, Sardar Ansari
A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss. BIBM (2023)
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. CoRR (2021)
Heming Yao, Keith D. Aaronson, Lu Lu, Jonathan Gryak, Kayvan Najarian, Jessica R. Golbus
Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. BIBM (2019)