A scalable neuroinformatics data flow for electrophysiological signals using MapReduce

Keywords

Neuroinformatics, Computer science, Scalability, Big data, Data flow diagram

References

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Cited by

• Neurophysiological analytics for all! Free open-source software tools for documenting, analyzing, visualizing, and sharing using electronic notebooks.David Rosenberg, Charles C. Horn — 2016
• NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache PigSatya S. Sahoo, Annan Wei, Joshua Valdez — 2016
• Proceedings of the 15th Annual UT-KBRIN Bioinformatics Summit 2016Eric C. Rouchka, Julia H. Chariker, Benjamin J. Harrison — 2016
• Hadoop-EDF: Large-scale Distributed Processing of Electrophysiological Signal Data in Hadoop MapReduceYuanyuan Wu, Xiaojin Li, Jinze Liu — 2019
• Computation of Brain Functional Connectivity Network Measures in Epilepsy: A Web-Based Platform for EEG Signal Data Processing and AnalysisVimig Socrates, Arthur Gershon, Satya S. Sahoo — 2019
• Computing Functional Brain Connectivity in Neurological Disorders: Efficient Processing and Retrieval of Electrophysiological Signal Data.Arthur Gershon, Pramith Devulapalli, Bilal Zonjy — 2019
• Big data in epilepsy: Clinical and research considerations. Report from the Epilepsy Big Data Task Force of the International League Against EpilepsySamden Lhatoo, Neda Bernasconi, Ingmar Blümcke — 2020
• Scalable Analysis of Large Datasets in Life SciencesLaeeq Ahmed — 2019
• An Integrative Approach to Study Structural and Functional Network Connectivity in Epilepsy Using Imaging and Signal DataSarah J. A. Carr, Arthur Gershon, Nassim Shafiabadi — 2021
• NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort StudiesSatya S. Sahoo, Arthur Gershon, Nassim Shafiabadi — 2020
• The constructing of cognitive functions ontologyMarina Murtazina, Tatiana Avdeenko — 2021
• Epilepsy-Connect: An Integrated Knowledgebase for Characterizing Alterations in Consciousness State of Pharmacoresistant Epilepsy PatientsKatrina Prantzalos, Jianzhe Zhang, Nassim Shafiabadi — 2021
• An Ontology-Driven Knowledge Representation about Cognitive FunctionsMarina Murtazina, Tatiana Avdeenko, Alexandra V. Pustovalova — 2022
• MaTiLDA: An Integrated Machine Learning and Topological Data Analysis Platform for Brain Network DynamicsKatrina Prantzalos, Dipak Prasad Upadhyaya, Nassim Shafiabadi — 2023
• Towards building a trustworthy pipeline integrating Neuroscience Gateway and Open Science ChainSubhashini Sivagnanam, Steven Yeu, Kai Lin — 2024
• Ontology accelerates few-shot learning capability of large language model: A study in extraction of drug efficacy in a rare pediatric epilepsyPedram Golnari, Katrina Prantzalos, Veronica Hood — 2025
• PlantES: A Plant Electrophysiological Multi-Source Data Online Analysis and Sharing PlatformChao Song, Xiao-Huang Qin, Qiao Zhou — 2018
• Digital Commons @ Michigan Tech Digital Commons @ Michigan TechChao Song, Xiaohuang Qin, Qiao Zhou
• Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed ComputingS. Sahoo, Annan Wei, C. Tatsuoka — 2016

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