{"id":"https://openalex.org/W4205598825","doi":"https://doi.org/10.1109/bigdata52589.2021.9671579","title":"An Alert Notification Subsystem for AI Based Clinical Decision Support: A Protoype in NICU","display_name":"An Alert Notification Subsystem for AI Based Clinical Decision Support: A Protoype in NICU","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4205598825","doi":"https://doi.org/10.1109/bigdata52589.2021.9671579"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata52589.2021.9671579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671579","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005703713","display_name":"Catherine Inibhunu","orcid":null},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Catherine Inibhunu","raw_affiliation_strings":["Ontario Tech University, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Ontario Tech University, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056958802","display_name":"Carolyn McGregor","orcid":"https://orcid.org/0000-0002-0491-4403"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]},{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU","CA"],"is_corresponding":false,"raw_author_name":"Carolyn McGregor","raw_affiliation_strings":["Ontario Tech University, Oshawa, Canada","University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Ontario Tech University, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]},{"raw_affiliation_string":"University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108433708","display_name":"James E Pugh","orcid":null},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]},{"id":"https://openalex.org/I2801880889","display_name":"McMaster Children's Hospital","ror":"https://ror.org/03cegwq60","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801880889","https://openalex.org/I76442945"]},{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"J. Edward V. Pugh","raw_affiliation_strings":["Faculty of Health Sciences, McMaster University, Hamilton, Canada","Faculty of Health Sciences, Ontario Tech University, Oshawa, Canada","McMaster Children's Hospital, Hamilton, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Health Sciences, McMaster University, Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]},{"raw_affiliation_string":"Faculty of Health Sciences, Ontario Tech University, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]},{"raw_affiliation_string":"McMaster Children's Hospital, Hamilton, Canada","institution_ids":["https://openalex.org/I2801880889"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005703713"],"corresponding_institution_ids":["https://openalex.org/I39470171"],"apc_list":null,"apc_paid":null,"fwci":0.377,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60861843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.993399977684021,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.993399977684021,"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"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/workflow","display_name":"Workflow","score":0.7997523546218872},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.679928183555603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.614631175994873},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.6094673871994019},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5863230228424072},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5152094960212708},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4637252688407898},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45880427956581116},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.447884738445282},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4475760757923126},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.41016411781311035},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.40292978286743164},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2964324355125427},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2880687117576599},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1810886263847351},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10082796216011047}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7997523546218872},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.679928183555603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.614631175994873},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.6094673871994019},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5863230228424072},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5152094960212708},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4637252688407898},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45880427956581116},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.447884738445282},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4475760757923126},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.41016411781311035},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.40292978286743164},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2964324355125427},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2880687117576599},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1810886263847351},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10082796216011047},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata52589.2021.9671579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671579","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8299999833106995}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1976793427","https://openalex.org/W2039077127","https://openalex.org/W2042203976","https://openalex.org/W2042602549","https://openalex.org/W2118812998","https://openalex.org/W2148398661","https://openalex.org/W2400504751","https://openalex.org/W2938165215","https://openalex.org/W2952439218","https://openalex.org/W2969881216","https://openalex.org/W2979323892","https://openalex.org/W2982906973","https://openalex.org/W3005343301","https://openalex.org/W3081590694","https://openalex.org/W3081991170","https://openalex.org/W3129907306","https://openalex.org/W6712799721","https://openalex.org/W6885118436","https://openalex.org/W7034116193"],"related_works":["https://openalex.org/W2019038080","https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W2533987749","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485"],"abstract_inverted_index":{"The":[0],"potential":[1,58],"for":[2,9,37,59],"recommendation":[3],"systems":[4],"integrated":[5],"within":[6],"clinical":[7,48],"workflows":[8],"effective":[10],"dissemination":[11],"of":[12,61,87],"vital":[13],"information":[14,67],"needed":[15],"in":[16,24,133],"decision":[17],"making":[18,83],"at":[19,117],"the":[20,73,118],"bedside":[21,119],"is":[22,29,68,114],"explored":[23],"this":[25],"paper.":[26],"Our":[27],"premise":[28],"that":[30,64,103,126],"by":[31],"utilizing":[32],"big":[33],"data":[34,42],"analytics":[35,106],"platforms":[36],"processing":[38],"high":[39],"frequency":[40],"physiological":[41],"from":[43],"multiple":[44],"patients,":[45],"fused":[46],"with":[47],"context,":[49],"we":[50,94],"can":[51],"generate":[52,122],"recommendations":[53],"on":[54,70,85,115],"patients":[55],"detected":[56],"as":[57],"onset":[60],"conditions,":[62],"and":[63,97,120],"if":[65],"such":[66],"communicated":[69],"time":[71,132],"to":[72,107,125],"appropriate":[74,123],"health":[75],"care":[76,86,127,137],"providers":[77],"could":[78],"have":[79,95],"an":[80,99],"impact":[81],"when":[82],"decisions":[84],"critically":[88],"ill":[89],"patients.":[90],"To":[91],"support":[92],"this,":[93],"designed":[96],"developed":[98],"alert":[100],"notification":[101,124],"subsystem":[102],"combines":[104],"vast":[105],"detect":[108],"abnormal":[109],"patient's":[110],"physiology,":[111],"determine":[112],"who":[113],"service":[116],"then":[121],"provider":[128],"during":[129],"their":[130],"schedule":[131],"a":[134],"hospital":[135],"critical":[136],"unit.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}