Edmon Begoli
Oak Ridge National Laboratory(US)Duke University(US)
Publications by Year
Research Areas
Machine Learning in Healthcare, Topic Modeling, Biomedical Text Mining and Ontologies, Advanced Database Systems and Queries, Adversarial Robustness in Machine Learning
Most-Cited Works
- → The need for uncertainty quantification in machine-assisted medical decision making(2018)488 cited
- → Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program(2024)302 cited
- → Design Principles for Effective Knowledge Discovery from Big Data(2012)150 cited
- → Apache Calcite(2018)130 cited
- → A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier(2018)67 cited
- → Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data(2021)57 cited
- → Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources(2018)49 cited
- → Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program(2023)42 cited
- → Watermarks in stream processing systems(2021)37 cited
- → One SQL to Rule Them All - an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables(2019)34 cited