{"id":"https://openalex.org/W4390815579","doi":"https://doi.org/10.3390/s24020482","title":"Wearable Sensors as a Preoperative Assessment Tool: A Review","display_name":"Wearable Sensors as a Preoperative Assessment Tool: A Review","publication_year":2024,"publication_date":"2024-01-12","ids":{"openalex":"https://openalex.org/W4390815579","doi":"https://doi.org/10.3390/s24020482","pmid":"https://pubmed.ncbi.nlm.nih.gov/38257579"},"language":"en","primary_location":{"id":"doi:10.3390/s24020482","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020482","pdf_url":"https://www.mdpi.com/1424-8220/24/2/482/pdf?version=1705564824","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/1424-8220/24/2/482/pdf?version=1705564824","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020017421","display_name":"Aron Syversen","orcid":"https://orcid.org/0000-0003-0021-8758"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Aron Syversen","raw_affiliation_strings":["School of Computing, University of Leeds, Leeds LS2 9JT, UK"],"raw_orcid":"https://orcid.org/0000-0003-0021-8758","affiliations":[{"raw_affiliation_string":"School of Computing, University of Leeds, Leeds LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083684998","display_name":"Alexios Dosis","orcid":"https://orcid.org/0000-0003-1415-6156"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexios Dosis","raw_affiliation_strings":["School of Medicine, University of Leeds, Leeds LS2 9JT, UK"],"raw_orcid":"https://orcid.org/0000-0003-1415-6156","affiliations":[{"raw_affiliation_string":"School of Medicine, University of Leeds, Leeds LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072103457","display_name":"David Jayne","orcid":"https://orcid.org/0000-0002-8725-3283"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Jayne","raw_affiliation_strings":["School of Medicine, University of Leeds, Leeds LS2 9JT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Leeds, Leeds LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050079548","display_name":"Zhiqiang Zhang","orcid":"https://orcid.org/0000-0003-0204-3867"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zhang","raw_affiliation_strings":["School of Electrical Engineering, University of Leeds, Leeds LS2 9JT, UK"],"raw_orcid":"https://orcid.org/0000-0003-0204-3867","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, University of Leeds, Leeds LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020017421"],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":14.8548,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.99404595,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"24","issue":"2","first_page":"482","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9994999766349792,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9994999766349792,"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9991000294685364,"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/T10144","display_name":"Blood Pressure and Hypertension Studies","score":0.996999979019165,"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/wearable-computer","display_name":"Wearable computer","score":0.6432205438613892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5802690982818604},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.513302743434906},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.5017287731170654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44894927740097046},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4485637843608856},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.4408893287181854},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33749157190322876},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.2543864846229553}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6432205438613892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5802690982818604},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.513302743434906},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.5017287731170654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44894927740097046},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4485637843608856},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.4408893287181854},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33749157190322876},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.2543864846229553},{"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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","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":"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":"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":"D001692","descriptor_name":"Biological Transport","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001692","descriptor_name":"Biological Transport","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001692","descriptor_name":"Biological Transport","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001692","descriptor_name":"Biological Transport","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001692","descriptor_name":"Biological Transport","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001692","descriptor_name":"Biological Transport","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001692","descriptor_name":"Biological Transport","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":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","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":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","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":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","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":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s24020482","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020482","pdf_url":"https://www.mdpi.com/1424-8220/24/2/482/pdf?version=1705564824","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:38257579","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38257579","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:eprints.whiterose.ac.uk:208845","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.whiterose.ac.uk/208845/1/sensors-24-00482-v3.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10820534","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10820534","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10820534/pdf/sensors-24-00482.pdf","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"},{"id":"pmh:oai:doaj.org/article:3b1438b545094a78a28bdabe2c3f0f47","is_oa":true,"landing_page_url":"https://doaj.org/article/3b1438b545094a78a28bdabe2c3f0f47","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 24, Iss 2, p 482 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/2/482/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s24020482","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24020482","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020482","pdf_url":"https://www.mdpi.com/1424-8220/24/2/482/pdf?version=1705564824","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":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G409824404","display_name":"UKRI Centre for Doctoral Training in Artificial Intelligence for Medical Diagnosis and Care","funder_award_id":"EP/S024336/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8207719231","display_name":null,"funder_award_id":"EP/S024336/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390815579.pdf"},"referenced_works_count":185,"referenced_works":["https://openalex.org/W80379380","https://openalex.org/W131735698","https://openalex.org/W1489524235","https://openalex.org/W1492555660","https://openalex.org/W1505640616","https://openalex.org/W1537066827","https://openalex.org/W1675569359","https://openalex.org/W1972556413","https://openalex.org/W1981729893","https://openalex.org/W1981903823","https://openalex.org/W1982596316","https://openalex.org/W1990107195","https://openalex.org/W1995879193","https://openalex.org/W2016130907","https://openalex.org/W2017263726","https://openalex.org/W2018647826","https://openalex.org/W2020920114","https://openalex.org/W2029950324","https://openalex.org/W2033221673","https://openalex.org/W2046036576","https://openalex.org/W2048222657","https://openalex.org/W2049838597","https://openalex.org/W2057167234","https://openalex.org/W2080830121","https://openalex.org/W2083539525","https://openalex.org/W2087016914","https://openalex.org/W2089005765","https://openalex.org/W2090296913","https://openalex.org/W2094009916","https://openalex.org/W2109266762","https://openalex.org/W2111700063","https://openalex.org/W2116398434","https://openalex.org/W2120599197","https://openalex.org/W2122844888","https://openalex.org/W2126398097","https://openalex.org/W2127095067","https://openalex.org/W2132008064","https://openalex.org/W2132350210","https://openalex.org/W2143280867","https://openalex.org/W2143913545","https://openalex.org/W2145270758","https://openalex.org/W2149673978","https://openalex.org/W2158400589","https://openalex.org/W2161081152","https://openalex.org/W2162273778","https://openalex.org/W2162840817","https://openalex.org/W2164613013","https://openalex.org/W2179962966","https://openalex.org/W2205558186","https://openalex.org/W2210181312","https://openalex.org/W2254628614","https://openalex.org/W2258677561","https://openalex.org/W2261059368","https://openalex.org/W2284544053","https://openalex.org/W2292541522","https://openalex.org/W2334671955","https://openalex.org/W2497990902","https://openalex.org/W2514344688","https://openalex.org/W2530450109","https://openalex.org/W2574831159","https://openalex.org/W2587812954","https://openalex.org/W2604730573","https://openalex.org/W2606208330","https://openalex.org/W2611613121","https://openalex.org/W2613107176","https://openalex.org/W2622304196","https://openalex.org/W2623385382","https://openalex.org/W2739366505","https://openalex.org/W2741648173","https://openalex.org/W2749718288","https://openalex.org/W2754845032","https://openalex.org/W2760212863","https://openalex.org/W2765157217","https://openalex.org/W2772803673","https://openalex.org/W2772942198","https://openalex.org/W2780767678","https://openalex.org/W2790633013","https://openalex.org/W2790668025","https://openalex.org/W2792065904","https://openalex.org/W2794631799","https://openalex.org/W2805348253","https://openalex.org/W2808345783","https://openalex.org/W2869528658","https://openalex.org/W2887384830","https://openalex.org/W2889991753","https://openalex.org/W2891412750","https://openalex.org/W2894956427","https://openalex.org/W2899428878","https://openalex.org/W2908029493","https://openalex.org/W2911253437","https://openalex.org/W2929576458","https://openalex.org/W2949088346","https://openalex.org/W2954565918","https://openalex.org/W2955516080","https://openalex.org/W2955961229","https://openalex.org/W2961298679","https://openalex.org/W2972939119","https://openalex.org/W2997412243","https://openalex.org/W2998946248","https://openalex.org/W2999291839","https://openalex.org/W3002335380","https://openalex.org/W3004932631","https://openalex.org/W3013655789","https://openalex.org/W3033033368","https://openalex.org/W3035269684","https://openalex.org/W3036483363","https://openalex.org/W3038506903","https://openalex.org/W3039965092","https://openalex.org/W3040481086","https://openalex.org/W3080262130","https://openalex.org/W3082434756","https://openalex.org/W3095708005","https://openalex.org/W3110080536","https://openalex.org/W3124109005","https://openalex.org/W3124160781","https://openalex.org/W3131231072","https://openalex.org/W3131883848","https://openalex.org/W3133891921","https://openalex.org/W3136031576","https://openalex.org/W3136578696","https://openalex.org/W3138392334","https://openalex.org/W3141273471","https://openalex.org/W3147417611","https://openalex.org/W3151342583","https://openalex.org/W3153242913","https://openalex.org/W3158766881","https://openalex.org/W3161143700","https://openalex.org/W3164369261","https://openalex.org/W3167364308","https://openalex.org/W3177913816","https://openalex.org/W3185081577","https://openalex.org/W3194077052","https://openalex.org/W3197077163","https://openalex.org/W3202868400","https://openalex.org/W3205137388","https://openalex.org/W3208413397","https://openalex.org/W3208782277","https://openalex.org/W3210766530","https://openalex.org/W4210504400","https://openalex.org/W4210535993","https://openalex.org/W4210731113","https://openalex.org/W4213373006","https://openalex.org/W4220884432","https://openalex.org/W4221061294","https://openalex.org/W4221123042","https://openalex.org/W4225897275","https://openalex.org/W4226135371","https://openalex.org/W4251858601","https://openalex.org/W4280542056","https://openalex.org/W4281481580","https://openalex.org/W4281565103","https://openalex.org/W4283219299","https://openalex.org/W4283261660","https://openalex.org/W4285393688","https://openalex.org/W4289786350","https://openalex.org/W4292263759","https://openalex.org/W4295027615","https://openalex.org/W4296807575","https://openalex.org/W4300990757","https://openalex.org/W4306964579","https://openalex.org/W4310148870","https://openalex.org/W4311185331","https://openalex.org/W4313463538","https://openalex.org/W4318464356","https://openalex.org/W4319786646","https://openalex.org/W4319837251","https://openalex.org/W4321749491","https://openalex.org/W4322503474","https://openalex.org/W4323294892","https://openalex.org/W4327892671","https://openalex.org/W4365443301","https://openalex.org/W4367309556","https://openalex.org/W4368376309","https://openalex.org/W4378953089","https://openalex.org/W4382343691","https://openalex.org/W4382359318","https://openalex.org/W4388777142","https://openalex.org/W6603406252","https://openalex.org/W6605303226","https://openalex.org/W6629388932","https://openalex.org/W6688334753","https://openalex.org/W6692091745","https://openalex.org/W6763563859","https://openalex.org/W6765771426","https://openalex.org/W6859153274"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"Surgery":[0],"is":[1],"a":[2,27,45,62,83,127,232],"common":[3,128],"first-line":[4],"treatment":[5],"for":[6,204,225],"many":[7],"types":[8],"of":[9,80,176,220],"disease,":[10],"including":[11,185],"cancer.":[12],"Mortality":[13],"rates":[14],"after":[15],"general":[16],"elective":[17],"surgery":[18],"have":[19,66,96],"seen":[20],"significant":[21],"decreases":[22],"whilst":[23],"postoperative":[24],"complications":[25],"remain":[26],"frequent":[28],"occurrence.":[29],"Preoperative":[30],"assessment":[31,85,235],"tools":[32],"are":[33],"used":[34,181],"to":[35,98,182,228],"support":[36,186],"patient":[37],"risk":[38],"stratification":[39],"but":[40,74,209],"do":[41],"not":[42],"always":[43],"provide":[44,53],"precise":[46],"and":[47,110,123,163,191,222],"accessible":[48,55],"assessment.":[49],"Wearable":[50],"sensors":[51,107],"(WS)":[52],"an":[54,140],"alternative":[56],"that":[57,95,154],"offers":[58],"continuous":[59],"monitoring":[60],"in":[61,92,108,134],"non-clinical":[63],"setting.":[64],"They":[65],"shown":[67],"consistent":[68],"uptake":[69],"across":[70],"the":[71,90,99,218],"perioperative":[72],"period":[73],"there":[75],"has":[76],"been":[77],"no":[78],"review":[79,216],"WS":[81,93,221,230],"as":[82,106,231],"preoperative":[84,100,234],"tool.":[86,236],"This":[87,215],"paper":[88],"reviews":[89],"developments":[91],"research":[94,109,227],"application":[97],"period.":[101],"Accelerometers":[102],"were":[103,111,121,166,180],"consistently":[104],"employed":[105,169],"frequently":[112],"combined":[113],"with":[114,133,159],"photoplethysmography":[115],"or":[116,143],"electrocardiography":[117],"sensors.":[118],"Pre-processing":[119],"methods":[120],"discussed":[122],"missing":[124],"data":[125],"was":[126,131],"theme;":[129],"this":[130],"dealt":[132],"several":[135],"ways,":[136],"commonly":[137,168],"by":[138],"employing":[139],"extraction":[141],"threshold":[142],"using":[144],"imputation":[145],"techniques.":[146],"Research":[147],"rarely":[148],"processed":[149],"raw":[150],"data;":[151],"commercial":[152],"devices":[153],"employ":[155],"internal":[156],"proprietary":[157],"algorithms":[158],"pre-calculated":[160],"heart":[161],"rate":[162],"step":[164],"count":[165],"most":[167],"limiting":[170],"further":[171],"feature":[172],"extraction.":[173],"A":[174],"range":[175],"machine":[177],"learning":[178,201],"models":[179],"predict":[183],"outcomes":[184,208],"vector":[187],"machines,":[188],"random":[189],"forests":[190],"regression":[192],"models.":[193],"No":[194],"individual":[195],"model":[196],"clearly":[197],"outperformed":[198],"others.":[199],"Deep":[200],"proved":[202],"successful":[203],"predicting":[205],"exercise":[206],"testing":[207],"only":[210],"within":[211],"large":[212],"sample-size":[213],"studies.":[214],"outlines":[217],"challenges":[219],"provides":[223],"recommendations":[224],"future":[226],"develop":[229],"viable":[233]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":13}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
