| Design principles for effective knowledge discovery from big data E Begoli, J Horey 2012 Joint Working IEEE/IFIP Conference on Software Architecture and …, 2012 | 221 | 2012 |
| The need for uncertainty quantification in machine-assisted medical decision making E Begoli, T Bhattacharya, D Kusnezov Nature Machine Intelligence 1 (1), 20-23, 2019 | 219 | 2019 |
| Apache calcite: A foundational framework for optimized query processing over heterogeneous data sources E Begoli, J Camacho-Rodríguez, J Hyde, MJ Mior, D Lemire Proceedings of the 2018 International Conference on Management of Data, 221-230, 2018 | 121 | 2018 |
| A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier F van Wyk, A Khojandi, A Mohammed, E Begoli, RL Davis, ... International journal of medical informatics 122, 55-62, 2019 | 53 | 2019 |
| Understanding the pros and cons of big data analytics K Bottles, E Begoli, B Worley Physician executive 40 (4), 6-12, 2014 | 50 | 2014 |
| Big data platforms as a service: challenges and approach J Horey, E Begoli, R Gunasekaran, SH Lim, J Nutaro 4th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '12), 2012 | 45 | 2012 |
| A short survey on the state of the art in architectures and platforms for large scale data analysis and knowledge discovery from data E Begoli Proceedings of the WICSA/ECSA 2012 Companion Volume, 177-183, 2012 | 39 | 2012 |
| One SQL to rule them all-an efficient and syntactically idiomatic approach to management of streams and tables E Begoli, T Akidau, F Hueske, J Hyde, K Knight, K Knowles Proceedings of the 2019 International Conference on Management of Data, 1757 …, 2019 | 33 | 2019 |
| Integrating apache spark into pbs-based hpc environments T Baer, P Peltz, J Yin, E Begoli Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by …, 2015 | 19 | 2015 |
| Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization D Xu, M Gopale, J Zhang, K Brown, E Begoli, S Bethard Journal of the American Medical Informatics Association 27 (10), 1510-1519, 2020 | 16 | 2020 |
| Towards a heterogeneous, polystore-like data architecture for the US Department of Veteran Affairs (VA) enterprise analytics E Begoli, D Kistler, J Bates 2016 IEEE International Conference on Big Data (Big Data), 2550-2554, 2016 | 15 | 2016 |
| Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data C Hong, E Rush, M Liu, D Zhou, J Sun, A Sonabend, VM Castro, ... NPJ digital medicine 4 (1), 151, 2021 | 14 | 2021 |
| Real-time discovery services over large, heterogeneous and complex healthcare datasets using schema-less, column-oriented methods E Begoli, T Dunning, C Frasure 2016 IEEE Second International Conference on Big Data Computing Service and …, 2016 | 14 | 2016 |
| Watermarks in Stream Processing Systems: Semantics and Comparative Analysis ofApache Flink and Google Cloud Dataflow T Akidau, E Begoli, S Chernyak, F Hueske, K Knight, K Knowles, D Mills, ... Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2021 | 13 | 2021 |
| AI reflections in 2019 AS Rich, C Rudin, JD MP, R Freeman, OR Wearn, H Shevlin, D Kanta, ... Nature Machine Intelligence 2 (1), 2-9, 2020 | 10 | 2020 |
| Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients M Mahbub, S Srinivasan, I Danciu, A Peluso, E Begoli, S Tamang, ... Plos one 17 (1), e0262182, 2022 | 7 | 2022 |
| Application of EmotionML F Burkhardt, C Becker-Asano, E Begoli, R Cowie, G Fobe, P Gebhard, ... 5th International Workshop on Emotion, Social Signals, Sentiment & Linked …, 2014 | 7 | 2014 |
| A lakehouse architecture for the management and analysis of heterogeneous data for biomedical research and mega-biobanks E Begoli, I Goethert, K Knight 2021 IEEE International Conference on Big Data (Big Data), 4643-4651, 2021 | 5 | 2021 |
| Standardized architecture for a mega-biobank phenomic library: the million veteran program (MVP) KE Knight, J Honerlaw, I Danciu, F Linares, YL Ho, DR Gagnon, E Rush, ... AMIA Summits on Translational Science Proceedings 2020, 326, 2020 | 5 | 2020 |
| Improving quality of observational streaming medical data by using long short-term memory networks (LSTMs) M Bowie, E Begoli, B Park 2018 IEEE 34th international conference on data engineering workshops (ICDEW …, 2018 | 5 | 2018 |
Dimitri KusnezovDepartment of EnergyVerified email at hq.doe.gov
