{"id":"https://openalex.org/W3165351430","doi":"https://doi.org/10.3390/s21113575","title":"Influential Factors in Remote Monitoring of Heart Failure Patients: A Review of the Literature and Direction for Future Research","display_name":"Influential Factors in Remote Monitoring of Heart Failure Patients: A Review of the Literature and Direction for Future Research","publication_year":2021,"publication_date":"2021-05-21","ids":{"openalex":"https://openalex.org/W3165351430","doi":"https://doi.org/10.3390/s21113575","mag":"3165351430","pmid":"https://pubmed.ncbi.nlm.nih.gov/34063825"},"language":"en","primary_location":{"id":"doi:10.3390/s21113575","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21113575","pdf_url":"https://www.mdpi.com/1424-8220/21/11/3575/pdf?version=1621581155","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/11/3575/pdf?version=1621581155","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057101735","display_name":"Sashini Senarath","orcid":null},"institutions":[{"id":"https://openalex.org/I2799838188","display_name":"Toronto Rehabilitation Institute","ror":"https://ror.org/00mxe0976","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sashini Senarath","raw_affiliation_strings":["Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada","The Kite Research Institute, Toronto Rehabilitation Institute\u2014University Health Network, University of Toronto, Toronto, ON M5G 2A2, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"The Kite Research Institute, Toronto Rehabilitation Institute\u2014University Health Network, University of Toronto, Toronto, ON M5G 2A2, Canada","institution_ids":["https://openalex.org/I2799838188","https://openalex.org/I1325899441","https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009107509","display_name":"Geoff Fernie","orcid":"https://orcid.org/0000-0002-4821-7650"},"institutions":[{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I2799838188","display_name":"Toronto Rehabilitation Institute","ror":"https://ror.org/00mxe0976","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Geoff Fernie","raw_affiliation_strings":["Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada","The Kite Research Institute, Toronto Rehabilitation Institute\u2014University Health Network, University of Toronto, Toronto, ON M5G 2A2, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"The Kite Research Institute, Toronto Rehabilitation Institute\u2014University Health Network, University of Toronto, Toronto, ON M5G 2A2, Canada","institution_ids":["https://openalex.org/I2799838188","https://openalex.org/I1325899441","https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022513583","display_name":"Atena Roshan Fekr","orcid":"https://orcid.org/0000-0001-7658-520X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I2799838188","display_name":"Toronto Rehabilitation Institute","ror":"https://ror.org/00mxe0976","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Atena Roshan Fekr","raw_affiliation_strings":["Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada","The Kite Research Institute, Toronto Rehabilitation Institute\u2014University Health Network, University of Toronto, Toronto, ON M5G 2A2, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"The Kite Research Institute, Toronto Rehabilitation Institute\u2014University Health Network, University of Toronto, Toronto, ON M5G 2A2, Canada","institution_ids":["https://openalex.org/I2799838188","https://openalex.org/I1325899441","https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057101735"],"corresponding_institution_ids":["https://openalex.org/I1325899441","https://openalex.org/I185261750","https://openalex.org/I2799838188"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.2248,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89161174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"21","issue":"11","first_page":"3575","last_page":"3575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T13381","display_name":"Heart rate and cardiovascular health","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10198","display_name":"Heart Failure Treatment and Management","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/decompensation","display_name":"Decompensation","score":0.6819167137145996},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.6219313740730286},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5802008509635925},{"id":"https://openalex.org/keywords/cardiac-decompensation","display_name":"Cardiac decompensation","score":0.5171769857406616},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5007264614105225},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.42697200179100037},{"id":"https://openalex.org/keywords/failure-rate","display_name":"Failure rate","score":0.419898122549057},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.40089184045791626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3514912724494934},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22624677419662476},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2253543734550476}],"concepts":[{"id":"https://openalex.org/C2778721985","wikidata":"https://www.wikidata.org/wiki/Q1183680","display_name":"Decompensation","level":2,"score":0.6819167137145996},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.6219313740730286},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5802008509635925},{"id":"https://openalex.org/C2911148723","wikidata":"https://www.wikidata.org/wiki/Q1183680","display_name":"Cardiac decompensation","level":3,"score":0.5171769857406616},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5007264614105225},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.42697200179100037},{"id":"https://openalex.org/C163164238","wikidata":"https://www.wikidata.org/wiki/Q2737027","display_name":"Failure rate","level":2,"score":0.419898122549057},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.40089184045791626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3514912724494934},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22624677419662476},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2253543734550476},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"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":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","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":"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":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s21113575","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21113575","pdf_url":"https://www.mdpi.com/1424-8220/21/11/3575/pdf?version=1621581155","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34063825","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34063825","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:utoronto.scholaris.ca:1807/105753","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/105753","pdf_url":"https://utoronto.scholaris.ca/bitstreams/fa1c9ac5-4f11-4784-b285-964863e8098f/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:8e0cc8b917814c4ba927cc77fe4f7c8d","is_oa":true,"landing_page_url":"https://doaj.org/article/8e0cc8b917814c4ba927cc77fe4f7c8d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 11, p 3575 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/11/3575/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21113575","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 11; Pages: 3575","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8196679","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8196679","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21113575","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21113575","pdf_url":"https://www.mdpi.com/1424-8220/21/11/3575/pdf?version=1621581155","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3165351430.pdf","grobid_xml":"https://content.openalex.org/works/W3165351430.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W1769291","https://openalex.org/W1504239888","https://openalex.org/W1969736967","https://openalex.org/W1970039259","https://openalex.org/W1973532115","https://openalex.org/W1984144929","https://openalex.org/W1997296384","https://openalex.org/W2006591800","https://openalex.org/W2016468586","https://openalex.org/W2053646956","https://openalex.org/W2054949377","https://openalex.org/W2058910331","https://openalex.org/W2063228678","https://openalex.org/W2065057670","https://openalex.org/W2079640164","https://openalex.org/W2080729737","https://openalex.org/W2087766055","https://openalex.org/W2090981944","https://openalex.org/W2102948895","https://openalex.org/W2106643870","https://openalex.org/W2110289049","https://openalex.org/W2110385447","https://openalex.org/W2117917399","https://openalex.org/W2121352769","https://openalex.org/W2121969668","https://openalex.org/W2122074886","https://openalex.org/W2129134633","https://openalex.org/W2130640924","https://openalex.org/W2136642260","https://openalex.org/W2137625135","https://openalex.org/W2140482095","https://openalex.org/W2143246041","https://openalex.org/W2144770758","https://openalex.org/W2148910374","https://openalex.org/W2152527332","https://openalex.org/W2152843365","https://openalex.org/W2154143064","https://openalex.org/W2165912226","https://openalex.org/W2168283808","https://openalex.org/W2192260483","https://openalex.org/W2201666703","https://openalex.org/W2273316012","https://openalex.org/W2282457480","https://openalex.org/W2297309830","https://openalex.org/W2336081189","https://openalex.org/W2385270599","https://openalex.org/W2516839743","https://openalex.org/W2555100258","https://openalex.org/W2586476490","https://openalex.org/W2593822183","https://openalex.org/W2617287176","https://openalex.org/W2617970320","https://openalex.org/W2751295531","https://openalex.org/W2767609838","https://openalex.org/W2789058784","https://openalex.org/W2800684964","https://openalex.org/W2802718695","https://openalex.org/W2811096125","https://openalex.org/W2866915378","https://openalex.org/W2883884620","https://openalex.org/W2884860391","https://openalex.org/W2888540279","https://openalex.org/W2896612302","https://openalex.org/W2913446730","https://openalex.org/W2969569798","https://openalex.org/W2978441294","https://openalex.org/W2982624290","https://openalex.org/W2987526362","https://openalex.org/W2997141281","https://openalex.org/W2997432971","https://openalex.org/W3000494430","https://openalex.org/W3007492756","https://openalex.org/W3081832434","https://openalex.org/W6680597159","https://openalex.org/W6768537717","https://openalex.org/W6769872242"],"related_works":["https://openalex.org/W2037702447","https://openalex.org/W2070988522","https://openalex.org/W2169070110","https://openalex.org/W4379115114","https://openalex.org/W2372318178","https://openalex.org/W1537547541","https://openalex.org/W3125774365","https://openalex.org/W2123191927","https://openalex.org/W3209466718","https://openalex.org/W2433995185"],"abstract_inverted_index":{"With":[0],"new":[1],"advances":[2],"in":[3,62,184],"technology,":[4],"remote":[5,169],"monitoring":[6,170],"of":[7,25,37,47,100,122,152,179,198],"heart":[8,83],"failure":[9],"(HF)":[10],"patients":[11,190],"has":[12,17],"become":[13],"increasingly":[14],"prevalent":[15],"and":[16,66,85,97,150,159,182],"the":[18,23,35,44,68,72,94,98,111,164,189,196],"potential":[19],"to":[20,71,126,140,175],"greatly":[21],"enhance":[22],"outcome":[24],"care.":[26],"Many":[27],"studies":[28,90,117],"have":[29],"focused":[30],"on":[31],"implementing":[32],"systems":[33],"for":[34,43,166,191,195],"management":[36],"HF":[38,48],"by":[39],"analyzing":[40],"physiological":[41,57],"signals":[42],"early":[45],"detection":[46],"decompensation.":[49],"This":[50],"paper":[51],"reviews":[52],"recent":[53],"literature":[54],"exploring":[55],"significant":[56,177],"variables,":[58],"compares":[59],"their":[60],"reliability":[61],"predicting":[63],"HF-related":[64,102],"events,":[65,103],"examines":[67],"findings":[69,162],"according":[70],"monitored":[73,95],"variables":[74,96],"used":[75,119],"such":[76,155],"as":[77,156],"body":[78],"weight,":[79],"bio-impedance,":[80],"blood":[81],"pressure,":[82],"rate,":[84],"respiration":[86],"rate.":[87],"The":[88,131,161],"reviewed":[89],"identified":[91],"correlations":[92],"between":[93],"number":[99],"alarms,":[101],"and/or":[104],"readmission":[105],"rates.":[106],"It":[107],"was":[108],"observed":[109],"that":[110,118],"most":[112],"promising":[113],"results":[114],"came":[115],"from":[116,143,188],"a":[120,167,176],"combination":[121],"multiple":[123],"parameters,":[124],"compared":[125],"using":[127],"an":[128],"individual":[129],"variable.":[130],"main":[132],"challenges":[133],"discussed":[134],"include":[135],"inaccurate":[136],"data":[137,187],"collection":[138],"leading":[139],"contradictory":[141],"outcomes":[142],"different":[144],"studies,":[145],"compliance":[146],"with":[147],"daily":[148],"monitoring,":[149],"consideration":[151],"additional":[153],"factors":[154],"physical":[157],"activity":[158],"diet.":[160],"demonstrate":[163],"need":[165],"shared":[168],"platform":[171],"which":[172],"can":[173],"lead":[174],"reduction":[178],"false":[180],"alarms":[181],"help":[183],"collecting":[185],"reliable":[186],"clinical":[192],"use":[193],"especially":[194],"prevention":[197],"cardiac":[199],"events.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}