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Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed Computing.

S. Sahoo, A. Wei, C. Tatsuoka, K. Ghosh, and S. Lhatoo. Machine Learning for Health Informatics, volume 9605 of Lecture Notes in Computer Science, Springer, (2016)

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Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed Computing.S. Sahoo, A. Wei, C. Tatsuoka, K. Ghosh, and S. Lhatoo. Machine Learning for Health Informatics, volume 9605 of Lecture Notes in Computer Science, Springer, (2016)Semantic Provenance Graph for Reproducibility of Biomedical Research Studies: Generating and Analyzing Graph Structures from Published Literature.S. Sahoo, J. Valdez, M. Rueschman, and M. Kim. MedInfo, volume 264 of Studies in Health Technology and Informatics, page 328-332. IOS Press, (2019)Insight: An ontology-based integrated database and analysis platform for epilepsy self-management research.S. Sahoo, P. Ramesh, E. Welter, A. Bukach, J. Valdez, C. Tatsuoka, Y. Bamps, S. Stoll, B. Jobst, and M. Sajatovic. I. J. Medical Informatics, (2016)An Extensible Ontology Modeling Approach Using Post Coordinated Expressions for Semantic Provenance in Biomedical Research.J. Valdez, M. Rueschman, M. Kim, S. ArabYarmohammadi, S. Redline, and S. Sahoo. OTM Conferences (2), volume 10574 of Lecture Notes in Computer Science, page 337-352. Springer, (2017)Classification of Provenance Triples for Scientific Reproducibility: A Comparative Evaluation of Deep Learning Models in the ProvCaRe Project.J. Valdez, M. Kim, M. Rueschman, S. Redline, and S. Sahoo. IPAW, volume 11017 of Lecture Notes in Computer Science, page 30-41. Springer, (2018)An Ontology-Enabled Natural Language Processing Pipeline for Provenance Metadata Extraction from Biomedical Text (Short Paper).J. Valdez, M. Rueschman, M. Kim, S. Redline, and S. Sahoo. OTM Conferences, volume 10033 of Lecture Notes in Computer Science, page 699-708. (2016)ProvCaRe: Characterizing scientific reproducibility of biomedical research studies using semantic provenance metadata.S. Sahoo, J. Valdez, M. Kim, M. Rueschman, and S. Redline. I. J. Medical Informatics, (2019)NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache Pig.S. Sahoo, A. Wei, J. Valdez, L. Wang, B. Zonjy, C. Tatsuoka, K. Loparo, and S. Lhatoo. Front. Neuroinform., (2016)Insight: Semantic provenance and analysis platform for multi-center neurology healthcare research.P. Ramesh, A. Wei, E. Welter, Y. Bamps, S. Stoll, A. Bukach, M. Sajatovic, and S. Sahoo. BIBM, page 731-736. IEEE Computer Society, (2015)Computation of Brain Functional Connectivity Network Measures in Epilepsy: A Web-Based Platform for EEG Signal Data Processing and Analysis.V. Socrates, A. Gershon, and S. Sahoo. MedInfo, volume 264 of Studies in Health Technology and Informatics, page 1590-1591. IOS Press, (2019)