{"id":"https://openalex.org/W7204989261","doi":"https://doi.org/10.36568/gelinkes.v24i2.476","title":"Development and Preliminary Clinical Validation of the Vitaltrack Early Warning Score Prototype for Integrated Inpatient Monitoring","display_name":"Development and Preliminary Clinical Validation of the Vitaltrack Early Warning Score Prototype for Integrated Inpatient Monitoring","publication_year":2026,"publication_date":"2026-06-13","ids":{"openalex":"https://openalex.org/W7204989261","doi":"https://doi.org/10.36568/gelinkes.v24i2.476"},"language":"en","primary_location":{"id":"doi:10.36568/gelinkes.v24i2.476","doi":"https://doi.org/10.36568/gelinkes.v24i2.476","is_oa":true,"landing_page_url":"https://doi.org/10.36568/gelinkes.v24i2.476","pdf_url":"https://gelinkes.poltekkesdepkes-sby.ac.id/index.php/gelinkes/article/download/476/213","source":{"id":"https://openalex.org/S4210237901","display_name":"GEMA Lingkungan Kesehatan","issn_l":"1693-3761","issn":["1693-3761","2407-8948"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gema Lingkungan Kesehatan","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://gelinkes.poltekkesdepkes-sby.ac.id/index.php/gelinkes/article/download/476/213","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5149062281","display_name":"Iffah Kurniyawati","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210135589","display_name":"Kementerian Kesehatan Republik Indonesia","ror":"https://ror.org/03r419717","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210135589"]},{"id":"https://openalex.org/I4210163543","display_name":"Politeknik Kesehatan Kemenkes Semarang","ror":"https://ror.org/05hkzza95","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210163543"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Iffah Kurniyawati","raw_affiliation_strings":["Department of Nursing, Poltekke Kemenkes Semarang, Semarang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nursing, Poltekke Kemenkes Semarang, Semarang, Indonesia","institution_ids":["https://openalex.org/I4210135589","https://openalex.org/I4210163543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035449161","display_name":"Sri Endang Windiarti","orcid":"https://orcid.org/0009-0006-4018-4061","observed_orcids":["https://orcid.org/0009-0006-4018-4061","https://orcid.org/0009-0002-7499-9761"]},"institutions":[{"id":"https://openalex.org/I4210135589","display_name":"Kementerian Kesehatan Republik Indonesia","ror":"https://ror.org/03r419717","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210135589"]},{"id":"https://openalex.org/I4210163543","display_name":"Politeknik Kesehatan Kemenkes Semarang","ror":"https://ror.org/05hkzza95","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210163543"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sri Endang Windiarti","raw_affiliation_strings":["Department of Nursing, Poltekke Kemenkes Semarang, Semarang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nursing, Poltekke Kemenkes Semarang, Semarang, Indonesia","institution_ids":["https://openalex.org/I4210135589","https://openalex.org/I4210163543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148978833","display_name":"Walin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210135589","display_name":"Kementerian Kesehatan Republik Indonesia","ror":"https://ror.org/03r419717","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210135589"]},{"id":"https://openalex.org/I4210163543","display_name":"Politeknik Kesehatan Kemenkes Semarang","ror":"https://ror.org/05hkzza95","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210163543"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Walin","raw_affiliation_strings":["Department of Midwifery, Poltekkes Kemenkes Semarang, Semarang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Midwifery, Poltekkes Kemenkes Semarang, Semarang, Indonesia","institution_ids":["https://openalex.org/I4210135589","https://openalex.org/I4210163543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"2","first_page":"326","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.6679999828338623,"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"}},"topics":[{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.6679999828338623,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.32589998841285706,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.003599999938160181,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/early-warning-scores","display_name":"early warning scores","score":0.8600000143051147},{"id":"https://openalex.org/keywords/inpatient-monitoring","display_name":"inpatient monitoring","score":0.7099999785423279},{"id":"https://openalex.org/keywords/vital-signs-measurement","display_name":"vital signs measurement","score":0.5460000038146973},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.5019999742507935},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"blood pressure","score":0.4490000009536743},{"id":"https://openalex.org/keywords/heart-rate","display_name":"heart rate","score":0.8339999914169312},{"id":"https://openalex.org/keywords/respiratory-rate","display_name":"respiratory rate","score":0.824999988079071},{"id":"https://openalex.org/keywords/body-temperature","display_name":"body temperature","score":0.8339999914169312},{"id":"https://openalex.org/keywords/oxygen-saturation","display_name":"oxygen saturation","score":0.9919999837875366},{"id":"https://openalex.org/keywords/measurement-accuracy","display_name":"measurement accuracy","score":0.5299999713897705},{"id":"https://openalex.org/keywords/measurement-time","display_name":"measurement time","score":0.5730000138282776},{"id":"https://openalex.org/keywords/neurology-ward","display_name":"neurology ward","score":0.6800000071525574}],"concepts":[{"id":"https://openalex.org/C2777671062","wikidata":"https://www.wikidata.org/wiki/Q6889402","display_name":"Early warning score","level":2,"score":0.7627000212669373},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.661899983882904},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6513000130653381},{"id":"https://openalex.org/C76538665","wikidata":"https://www.wikidata.org/wiki/Q6294669","display_name":"Oxygen saturation","level":3,"score":0.5710999965667725},{"id":"https://openalex.org/C8213797","wikidata":"https://www.wikidata.org/wiki/Q754250","display_name":"Respiratory rate","level":4,"score":0.5627999901771545},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.5073999762535095},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.5006999969482422},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4690000116825104},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.43939998745918274},{"id":"https://openalex.org/C2780124106","wikidata":"https://www.wikidata.org/wiki/Q1140495","display_name":"Pulse oximetry","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3467000126838684},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.33660000562667847},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C2779296788","wikidata":"https://www.wikidata.org/wiki/Q5326904","display_name":"Early warning system","level":3,"score":0.30730000138282776},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.2971000075340271},{"id":"https://openalex.org/C16568411","wikidata":"https://www.wikidata.org/wiki/Q83042","display_name":"Neurology","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.27399998903274536},{"id":"https://openalex.org/C2988351347","wikidata":"https://www.wikidata.org/wiki/Q191733","display_name":"Pulse rate","level":3,"score":0.2718999981880188},{"id":"https://openalex.org/C143310123","wikidata":"https://www.wikidata.org/wiki/Q881473","display_name":"Bland\u2013Altman plot","level":3,"score":0.26420000195503235},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C176553487","wikidata":"https://www.wikidata.org/wiki/Q7855819","display_name":"Turnaround time","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36568/gelinkes.v24i2.476","doi":"https://doi.org/10.36568/gelinkes.v24i2.476","is_oa":true,"landing_page_url":"https://doi.org/10.36568/gelinkes.v24i2.476","pdf_url":"https://gelinkes.poltekkesdepkes-sby.ac.id/index.php/gelinkes/article/download/476/213","source":{"id":"https://openalex.org/S4210237901","display_name":"GEMA Lingkungan Kesehatan","issn_l":"1693-3761","issn":["1693-3761","2407-8948"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gema Lingkungan Kesehatan","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36568/gelinkes.v24i2.476","doi":"https://doi.org/10.36568/gelinkes.v24i2.476","is_oa":true,"landing_page_url":"https://doi.org/10.36568/gelinkes.v24i2.476","pdf_url":"https://gelinkes.poltekkesdepkes-sby.ac.id/index.php/gelinkes/article/download/476/213","source":{"id":"https://openalex.org/S4210237901","display_name":"GEMA Lingkungan Kesehatan","issn_l":"1693-3761","issn":["1693-3761","2407-8948"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gema Lingkungan Kesehatan","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":1.0,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204989261.pdf","grobid_xml":"https://content.openalex.org/works/W7204989261.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2034765081","https://openalex.org/W7171291613","https://openalex.org/W2221689997","https://openalex.org/W4412205253","https://openalex.org/W4403228475","https://openalex.org/W2945361921","https://openalex.org/W4383504684","https://openalex.org/W4410336919","https://openalex.org/W2915056836","https://openalex.org/W2340906286"],"abstract_inverted_index":{"Early":[0,16],"detection":[1],"of":[2,59,84,198,204,213,219,233],"changes":[3],"in":[4,78,124,177,191,215],"patients'":[5,179],"clinical":[6],"conditions":[7],"is":[8,170,196],"very":[9],"important":[10],"to":[11,53,62,118,172,183],"prevent":[12],"critical":[13],"events.":[14],"The":[15,66],"Warning":[17],"Score":[18],"(EWS)":[19],"assessment":[20],"still":[21],"relies":[22],"on":[23,49],"conventional":[24,63,108],"tools":[25,109,186],"that":[26,187],"require":[27],"multiple":[28],"devices":[29],"and":[30,35,40,57,71,81,100,110,175,202,208,221],"time,":[31],"which":[32],"reduces":[33],"efficiency":[34,201],"accuracy.":[36],"Objective:":[37],"To":[38],"develop":[39],"evaluate":[41],"a":[42,69,227],"portable":[43],"vital":[44,180,205],"sign":[45,206],"measurement":[46,129,163],"tool":[47],"based":[48],"EWS":[50,132,169,195,214],"(Vitaltrack":[51],"EWS)":[52],"improve":[54],"the":[55,79,120,127,184,200,210,231,235],"speed":[56],"accuracy":[58,203],"assessments":[60],"compared":[61],"methods.":[64,130],"Methods:":[65],"study":[67],"used":[68,117,190],"Research":[70],"Development":[72],"(R&D)":[73],"design":[74],"involving":[75],"39":[76],"inpatients":[77],"neurology":[80],"surgery":[82],"wards":[83],"RSUD":[85],"Dr.":[86],"Soedarso":[87],"Pontianak.":[88],"Five":[89],"physiological":[90],"parameters":[91],"blood":[92,138],"pressure,":[93],"pulse":[94],"rate,":[95,99],"body":[96,143],"temperature,":[97],"respiratory":[98,153],"oxygen":[101,158],"saturation":[102,159],"were":[103],"measured":[104],"using":[105],"two":[106,128],"methods:":[107],"Vitaltrack":[111,168,194],"EWS.":[112],"A":[113],"t":[114],"test":[115],"was":[116],"assess":[119],"equivalence":[121],"or":[122],"differences":[123],"results":[125],"between":[126],"Results:":[131],"score":[133],"p":[134,140,145,150,155,160,165],"=":[135,141,146,151,156,161,166],"0.932,":[136],"systolic":[137],"pressure":[139],"0.907,":[142],"temperature":[144],"0.584,":[147],"heart":[148],"rate":[149,154],"0.487,":[152,162],"0.083,":[157],"time":[164],"0.000.":[167],"assessed":[171],"be":[173],"accurate":[174],"efficient":[176],"monitoring":[178],"signs,":[181],"comparable":[182],"standard":[185],"have":[188],"been":[189],"hospitals.":[192],"Conclusion:":[193],"capable":[197],"improving":[199],"measurements":[207],"supports":[209],"effective":[211],"implementation":[212],"inpatient":[216],"settings.":[217],"Optimization":[218],"sensors":[220],"applications":[222],"through":[223],"further":[224],"research":[225],"provides":[226],"scientific":[228],"basis":[229],"for":[230],"feasibility":[232],"commercializing":[234],"tool.":[236]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-09-02T00:00:00"}
