About
6
Publications
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5
Citations
Introduction
Jerome Dixon currently works in the Integrative Life Sciences PhD program, Virginia Commonwealth University. Jerome does research in Distributed Computing, Functional Programming, Data Mining and Algorithms with a focus on Pharmacogenomics and Precision Medicine. His current project is with VCU's School of Pharmacy for developing a precision medicine analytics platform to enable proactive vice reactive hospital interventions.
Current institution
Publications
Publications (6)
Background
Organ procurement organizations (OPOs) are responsible for the medical management of organ donors. Given the variability in pediatric donor heart utilization among OPOs, we examined factors that may explain this variability, including differences in donor medical management, organ quality, and candidate factors.
Methods
The Organ Procur...
Accurate forecasting is both art and science. For the science component, machine learning algorithms and tools have greatly advanced the ability to identify and dissect historical patterns in data. The art component, and the ability to insert tacit knowledge and domain expertise into the forecast has historically been a challenge. This paper will s...
Using system dynamics modeling with machine learning to forecast bone marrow transplant patients and associated staffing requirements.
System dynamics modeling with machine learning for forecasting patient flow and hospital staffing requirements.
Using System Dynamics for Economic Policy Modeling
Using historical data and analysis from Navy supply chain systems for anomaly detection.
Questions
Question (1)
Looking for open aerial or satellite imagery data sets for the international ocean domain to see if whale detection models can be extended to them.
