Sotabase

Career

· Distinguished R D Staff AI Systems R D Section Head, Oak Ridge National Laboratory (Current)2020–
· Joint Faculty Professor Of Computer Science, Electrical Engineering and Computer Science (Current)2017–
· CTO, Data Tapestry (Current)
· BS, East Tennessee State University
· MS, University of Colorado
· PhD, University of Tennessee

Publications (52)

AI reflections in 2019
Nature Machine Intelligence · 2020
8
cited
1346: MARKERS IN UNSTRUCTURED PROGRESS NOTES PREDICT IMMINENT ICU ADMISSION USING MACHINE LEARNING
2020
2016 Ieee International Conference on Big Data (big Data) towards a Heterogeneous, Polystore-like Data Architecture for the Us Department of Veteran Affairs (va) Enterprise Analytics
Advanced Analytics Studies Applied to US Department of Veterans Affairs' Corporate Data Warehouse (Initial Draft)
2018
A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier
2019
An apache calcite-based polystore variation for federated querying of heterogeneous healthcare sources
2017
An Emerging Role for Polystores in Precision Medicine
2017
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources
2018
Application of EmotionML
2014
Architectures and platforms for knowledge discovery from data: workshop at WICSA/ECSA 2012
2012
Artificial intelligence's essential role in the process of drug discovery
2019
A short survey on the state of the art in architectures and platforms for large scale data analysis and knowledge discovery from data
2012
Big Data Platforms as a Service: Challenges and Approach
2012
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data
2021
Data Management and Analytics for Medicine and Healthcare
2016
Design Principles for Effective Knowledge Discovery from Big Data
2012
Evaluating Text Analytic Frameworks for Mental Health Surveillance
2018
Final Report: Multi-State Sharing Initiative
2012
Game Theoretic Approach for Understanding and Modeling Clinical Pathways (Stable Ischemic Heart Disease)
2018
Hierarchical Cluster Analysis of Service Usage and Geographic Variation in Medicare Spending
2013
Sotabase
Edmon Begoli | Researcher Profile | Sotabase | Sotabase