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Edmon Begoli
Edmon Begoli
Oak Ridge National Laboratory (ORNL)
Подтвержден адрес электронной почты в домене ornl.gov - Главная страница
Название
Процитировано
Процитировано
Год
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
4762019
Design principles for effective knowledge discovery from big data
E Begoli, J Horey
2012 Joint Working IEEE/IFIP Conference on Software Architecture and …, 2012
2422012
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
2362018
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
702019
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
602019
Understanding the pros and cons of big data analytics
K Bottles, E Begoli, B Worley
Physician executive 40 (4), 6-12, 2014
592014
Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program
A Verma, JE Huffman, A Rodriguez, M Conery, M Liu, YL Ho, Y Kim, ...
Science 385 (6706), eadj1182, 2024
522024
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
512021
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
482012
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
422012
Watermarks in stream processing systems: Semantics and comparative analysis of apache flink and google cloud dataflow
T Akidau, E Begoli, S Chernyak, F Hueske, K Knight, K Knowles, D Mills, ...
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States) 14 (12), 2021
412021
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
362022
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
322021
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
272020
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
212015
sciCAN: single-cell chromatin accessibility and gene expression data integration via cycle-consistent adversarial network
Y Xu, E Begoli, RP McCord
NPJ Systems Biology and Applications 8 (1), 33, 2022
182022
Multimodal representation learning for predicting molecule–disease relations
J Wen, X Zhang, E Rush, VA Panickan, X Li, T Cai, D Zhou, YL Ho, ...
Bioinformatics 39 (2), btad085, 2023
172023
AI reflections in 2019
AS Rich, C Rudin, DMP Jacoby, R Freeman, OR Wearn, H Shevlin, ...
Nature Machine Intelligence 2 (1), 2-9, 2020
172020
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
172016
Pharmacoepidemiology, machine learning, and COVID-19: an intent-to-treat analysis of hydroxychloroquine, with or without Azithromycin, and COVID-19 outcomes among hospitalized …
H Gerlovin, DC Posner, YL Ho, CT Rentsch, JP Tate, JT King Jr, ...
American Journal of Epidemiology 190 (11), 2405-2419, 2021
142021
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