{"id":"https://openalex.org/W4391224451","doi":"https://doi.org/10.3233/shti231078","title":"Continuous Remote Patient Monitoring for Post-Discharge Heart Failure Management: Workflow Modeling Using Discrete Event Simulation","display_name":"Continuous Remote Patient Monitoring for Post-Discharge Heart Failure Management: Workflow Modeling Using Discrete Event Simulation","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391224451","doi":"https://doi.org/10.3233/shti231078","pmid":"https://pubmed.ncbi.nlm.nih.gov/38269922"},"language":"en","primary_location":{"id":"doi:10.3233/shti231078","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti231078","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231078","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231078","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046671743","display_name":"Rema Padman","orcid":"https://orcid.org/0000-0003-4250-4357"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rema Padman","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093787732","display_name":"Anirudh Vaidhyaa Venkatasubramanian","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anirudh Vaidhyaa Venkatasubramanian","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088955649","display_name":"Wei Ning","orcid":"https://orcid.org/0000-0001-6108-6651"},"institutions":[{"id":"https://openalex.org/I1339509835","display_name":"NorthShore University HealthSystem","ror":"https://ror.org/04tpp9d61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1339509835"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Ning Chi","raw_affiliation_strings":["NorthShore University HealthSystem, Chicago, USA","Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NorthShore University HealthSystem, Chicago, USA","institution_ids":["https://openalex.org/I1339509835"]},{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006479392","display_name":"Anthony Solomonides","orcid":"https://orcid.org/0000-0003-2117-2461"},"institutions":[{"id":"https://openalex.org/I1339509835","display_name":"NorthShore University HealthSystem","ror":"https://ror.org/04tpp9d61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1339509835"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Solomonides","raw_affiliation_strings":["NorthShore University HealthSystem, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NorthShore University HealthSystem, Chicago, USA","institution_ids":["https://openalex.org/I1339509835"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035592978","display_name":"Nirav Shah","orcid":"https://orcid.org/0000-0002-9107-7788"},"institutions":[{"id":"https://openalex.org/I1339509835","display_name":"NorthShore University HealthSystem","ror":"https://ror.org/04tpp9d61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1339509835"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nirav Shah","raw_affiliation_strings":["NorthShore University HealthSystem, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NorthShore University HealthSystem, Chicago, USA","institution_ids":["https://openalex.org/I1339509835"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046671743"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03607383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"310","issue":null,"first_page":"815","last_page":"819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.68311607837677},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6506317853927612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.524367094039917},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5018525123596191},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4595780074596405},{"id":"https://openalex.org/keywords/continuous-monitoring","display_name":"Continuous monitoring","score":0.4501138925552368},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.43204957246780396},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4111443758010864},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.36512500047683716},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35179001092910767},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.20722630620002747},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17422634363174438},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.135657399892807},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12436226010322571}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.68311607837677},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6506317853927612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.524367094039917},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5018525123596191},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4595780074596405},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.4501138925552368},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.43204957246780396},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4111443758010864},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.36512500047683716},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35179001092910767},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.20722630620002747},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17422634363174438},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.135657399892807},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12436226010322571},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000359","descriptor_name":"Aftercare","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000359","descriptor_name":"Aftercare","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000359","descriptor_name":"Aftercare","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"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":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti231078","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti231078","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231078","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:38269922","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38269922","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti231078","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti231078","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231078","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391224451.pdf","grobid_xml":"https://content.openalex.org/works/W4391224451.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W2793541092","https://openalex.org/W3080328655","https://openalex.org/W4200521565"],"related_works":["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/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2128124510"],"abstract_inverted_index":{"The":[0,46],"Cascade-HF":[1,118],"protocol":[2,119],"is":[3],"a":[4,12,36,124],"Continuous":[5],"Remote":[6],"Patient":[7],"Monitoring":[8],"(CRPM)":[9],"study":[10],"at":[11],"major":[13],"health":[14,60],"system":[15],"in":[16],"the":[17,58,65,79,98,117,131],"United":[18],"States":[19],"to":[20,31,39,64,101,116,127,142],"reduce":[21],"Heart":[22],"Failure":[23],"(HF)-related":[24],"hospitalizations":[25],"and":[26,62,81,93,105,137],"readmissions":[27],"using":[28,120],"wearable":[29],"biosensors":[30],"collect":[32],"physiological":[33],"data":[34,100,122],"over":[35],"30-day":[37],"period":[38],"determine":[40],"decompensation":[41],"risk":[42],"among":[43],"HF":[44],"patients.":[45,148],"alerts":[47],"produced,":[48],"coupled":[49],"with":[50],"electronic":[51],"patient-reported":[52],"outcomes,":[53],"are":[54],"utilized":[55],"daily":[56],"by":[57],"home":[59],"team,":[61,133],"escalated":[63],"heart":[66],"failure":[67],"team":[68],"as":[69,90],"needed,":[70],"for":[71,145],"proactive":[72],"actions.":[73],"Limited":[74],"research":[75],"has":[76],"examined":[77],"anticipating":[78],"implementation":[80],"workflow":[82],"challenges":[83],"of":[84,130],"such":[85,89],"complex":[86],"CRPM":[87],"studies":[88],"resource":[91],"planning":[92],"staffing":[94],"decisions":[95],"that":[96],"leverage":[97],"recorded":[99],"drive":[102],"clinical":[103,132],"preparedness":[104],"operational":[106],"efficiency.":[107],"This":[108],"preliminary":[109],"analysis":[110],"applies":[111],"discrete":[112],"event":[113],"simulation":[114],"modeling":[115],"pilot":[121],"from":[123],"soft":[125],"launch":[126],"assess":[128],"workload":[129],"evaluate":[134],"escalation":[135],"patterns":[136],"provide":[138],"decision":[139],"support":[140],"recommendations":[141],"enable":[143],"scale-up":[144],"all":[146],"post-discharge":[147]},"counts_by_year":[],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}