{"id":"https://openalex.org/W1815945379","doi":"https://doi.org/10.1136/amiajnl-2013-002156","title":"Heart beats in the cloud: distributed analysis of electrophysiological \u2018<i>Big Data</i>\u2019 using cloud computing for epilepsy clinical research","display_name":"Heart beats in the cloud: distributed analysis of electrophysiological \u2018<i>Big Data</i>\u2019 using cloud computing for epilepsy clinical research","publication_year":2013,"publication_date":"2013-12-10","ids":{"openalex":"https://openalex.org/W1815945379","doi":"https://doi.org/10.1136/amiajnl-2013-002156","mag":"1815945379","pmid":"https://pubmed.ncbi.nlm.nih.gov/24326538"},"language":"en","primary_location":{"id":"doi:10.1136/amiajnl-2013-002156","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2013-002156","pdf_url":"https://academic.oup.com/jamia/article-pdf/21/2/263/9517748/21-2-263.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/21/2/263/9517748/21-2-263.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050196876","display_name":"Satya S. Sahoo","orcid":"https://orcid.org/0000-0001-9190-4256"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Satya S Sahoo","raw_affiliation_strings":["Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054035807","display_name":"Catherine Jayapandian","orcid":null},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine Jayapandian","raw_affiliation_strings":["Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014747010","display_name":"Gaurav Garg","orcid":"https://orcid.org/0000-0001-8489-1266"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gaurav Garg","raw_affiliation_strings":["Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076019641","display_name":"Farhad Kaffashi","orcid":"https://orcid.org/0000-0003-0416-7847"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farhad Kaffashi","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Case School of Engineering, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Case School of Engineering, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079536432","display_name":"Stephanie Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Chung","raw_affiliation_strings":["Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081682556","display_name":"Alireza Bozorgi","orcid":"https://orcid.org/0009-0006-8894-0954"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alireza Bozorgi","raw_affiliation_strings":["Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100509366","display_name":"Chien-Hun Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chien-Hun Chen","raw_affiliation_strings":["Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065480234","display_name":"Kenneth A. Loparo","orcid":"https://orcid.org/0000-0002-9286-7765"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth Loparo","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Case School of Engineering, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Case School of Engineering, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090124814","display_name":"Samden Lhatoo","orcid":"https://orcid.org/0000-0002-0260-3855"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samden D Lhatoo","raw_affiliation_strings":["Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100392487","display_name":"Guo\u2010Qiang Zhang","orcid":"https://orcid.org/0000-0002-3663-1109"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guo-Qiang Zhang","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Case School of Engineering, Case Western Reserve University, Cleveland, Ohio, USA","Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Case School of Engineering, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Division of Medical Informatics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5050196876"],"corresponding_institution_ids":["https://openalex.org/I58956616"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":4.0396,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.9442227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"2","first_page":"263","last_page":"271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.12020000070333481,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.12020000070333481,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.10999999940395355,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.08820000290870667,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8217068910598755},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6155677437782288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6103639006614685},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5930167436599731},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3495279848575592},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.23993775248527527},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17453435063362122},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1464666724205017},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06249883770942688}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8217068910598755},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6155677437782288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6103639006614685},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5930167436599731},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3495279848575592},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.23993775248527527},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17453435063362122},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1464666724205017},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06249883770942688}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003362","descriptor_name":"Cost-Benefit Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003362","descriptor_name":"Cost-Benefit Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003362","descriptor_name":"Cost-Benefit Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003645","descriptor_name":"Death, Sudden","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003645","descriptor_name":"Death, Sudden","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003645","descriptor_name":"Death, Sudden","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020408","descriptor_name":"Health Insurance Portability and Accountability Act","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020408","descriptor_name":"Health Insurance Portability and Accountability Act","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020408","descriptor_name":"Health Insurance Portability and Accountability Act","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D022062","descriptor_name":"Electrophysiologic Techniques, Cardiac","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D022062","descriptor_name":"Electrophysiologic Techniques, Cardiac","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D022062","descriptor_name":"Electrophysiologic Techniques, Cardiac","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1136/amiajnl-2013-002156","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2013-002156","pdf_url":"https://academic.oup.com/jamia/article-pdf/21/2/263/9517748/21-2-263.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:24326538","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24326538","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:europepmc.org:3306871","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3932471","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1136/amiajnl-2013-002156","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2013-002156","pdf_url":"https://academic.oup.com/jamia/article-pdf/21/2/263/9517748/21-2-263.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G2020374523","display_name":null,"funder_award_id":"UL1 TR000439","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G2170542287","display_name":null,"funder_award_id":"1-P20-NS076965-01","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G3391441869","display_name":null,"funder_award_id":"NS076965-01","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G4964861557","display_name":null,"funder_award_id":"UL1TR000439","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G5473830807","display_name":null,"funder_award_id":"UL1TR000439","funder_id":"https://openalex.org/F4320310281","funder_display_name":"Case Western Reserve University"},{"id":"https://openalex.org/G5773225010","display_name":null,"funder_award_id":"UL1TR000439","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G7236185810","display_name":null,"funder_award_id":"P20 NS076965","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G952129822","display_name":null,"funder_award_id":"UL1TR000439","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320310281","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1815945379.pdf","grobid_xml":"https://content.openalex.org/works/W1815945379.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W25436774","https://openalex.org/W197709981","https://openalex.org/W1519950091","https://openalex.org/W1934602670","https://openalex.org/W1964768475","https://openalex.org/W1970263201","https://openalex.org/W1977675167","https://openalex.org/W1990073900","https://openalex.org/W1999064660","https://openalex.org/W2005307278","https://openalex.org/W2005919537","https://openalex.org/W2023116290","https://openalex.org/W2046715305","https://openalex.org/W2054488209","https://openalex.org/W2063364984","https://openalex.org/W2069559288","https://openalex.org/W2075733227","https://openalex.org/W2076386730","https://openalex.org/W2079756411","https://openalex.org/W2099478180","https://openalex.org/W2102428405","https://openalex.org/W2103412683","https://openalex.org/W2104542816","https://openalex.org/W2119738171","https://openalex.org/W2121827699","https://openalex.org/W2138942362","https://openalex.org/W2143441422","https://openalex.org/W2146635036","https://openalex.org/W2149294210","https://openalex.org/W2150871235","https://openalex.org/W2160100564","https://openalex.org/W2162800060","https://openalex.org/W2163670493","https://openalex.org/W2165093166","https://openalex.org/W2171278097","https://openalex.org/W2173213060","https://openalex.org/W2262089314","https://openalex.org/W4236154462"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"OBJECTIVE:":[0],"The":[1,244],"rapidly":[2],"growing":[3],"volume":[4],"of":[5,35,93,118,128,150,176,253],"multimodal":[6],"electrophysiological":[7,94,255],"signal":[8,99,200],"data":[9,172,182,256],"is":[10,39,110,203,216,247],"playing":[11],"a":[12,207,217,248],"critical":[13,218],"role":[14],"in":[15,113,133,145,220],"patient":[16,171],"care":[17],"and":[18,28,47,96,101,121,125,165,183,210,224,239],"clinical":[19,260],"research":[20],"across":[21],"multiple":[22],"disease":[23],"domains,":[24],"such":[25,227],"as":[26,55,57,228],"epilepsy":[27,170,209],"sleep":[29],"medicine.":[30],"To":[31],"facilitate":[32],"secondary":[33],"use":[34],"these":[36],"data,":[37,201],"there":[38],"an":[40,105],"urgent":[41],"need":[42],"to":[43,138,156,194,234,251],"develop":[44],"novel":[45,208],"algorithms":[46,75],"informatics":[48],"approaches":[49,155],"using":[50,80,104,221],"new":[51,249],"cloud":[52,222,225],"computing":[53,77],"technologies":[54],"well":[56],"ontologies":[58],"for":[59,76,142,179,187,257],"collaborative":[60],"multicenter":[61,115,259],"studies.":[62],"MATERIALS":[63],"AND":[64],"METHODS:":[65],"We":[66],"present":[67],"the":[68,81,114],"Cloudwave":[69,109,151,193,245],"platform,":[70],"which":[71,202],"(a)":[72],"defines":[73],"parallelized":[74],"cardiac":[78,158],"measures":[79,159],"MapReduce":[82],"parallel":[83],"programming":[84],"framework,":[85],"(b)":[86],"supports":[87],"real-time":[88,196],"interaction":[89,198],"with":[90,152,199,206],"large":[91],"volumes":[92],"signals,":[95],"(c)":[97],"features":[98,233],"visualization":[100],"querying":[102],"functionalities":[103],"ontology-driven":[106],"web-based":[107],"interface.":[108],"currently":[111],"used":[112],"National":[116],"Institute":[117],"Neurological":[119],"Diseases":[120],"Stroke":[122],"(NINDS)-funded":[123],"Prevention":[124],"Risk":[126],"Identification":[127],"SUDEP":[129],"(sudden":[130],"unexplained":[131],"death":[132,144],"epilepsy)":[134],"Mortality":[135],"(PRISM)":[136],"project":[137],"identify":[139],"risk":[140],"factors":[141],"sudden":[143],"epilepsy.":[146],"RESULTS:":[147],"Comparative":[148],"evaluations":[149],"traditional":[153],"desktop":[154],"compute":[157],"(eg,":[160],"QRS":[161],"complexes,":[162],"RR":[163],"intervals,":[164],"instantaneous":[166],"heart":[167],"rate)":[168],"on":[169],"show":[173],"one":[174],"order":[175],"magnitude":[177],"improvement":[178,186],"single-channel":[180],"ECG":[181,189],"20":[184],"times":[185],"four-channel":[188],"data.":[190],"This":[191],"enables":[192],"support":[195,235],"user":[197],"semantically":[204],"annotated":[205],"seizure":[211],"ontology.":[212],"DISCUSSION:":[213],"Data":[214],"privacy":[215],"issue":[219],"infrastructure,":[223],"platforms,":[226],"Amazon":[229],"Web":[230],"Services,":[231],"offer":[232],"Health":[236],"Insurance":[237],"Portability":[238],"Accountability":[240],"Act":[241],"standards.":[242],"CONCLUSION:":[243],"platform":[246],"approach":[250],"leverage":[252],"large-scale":[254],"advancing":[258],"research.":[261]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":6}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2016-06-24T00:00:00"}