{"id":"https://openalex.org/W3021448296","doi":"https://doi.org/10.1007/s00146-020-00985-1","title":"Healthcare and anomaly detection: using machine learning to predict anomalies in heart rate data","display_name":"Healthcare and anomaly detection: using machine learning to predict anomalies in heart rate data","publication_year":2020,"publication_date":"2020-05-07","ids":{"openalex":"https://openalex.org/W3021448296","doi":"https://doi.org/10.1007/s00146-020-00985-1","mag":"3021448296"},"language":"en","primary_location":{"id":"doi:10.1007/s00146-020-00985-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00146-020-00985-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210190517","display_name":"AI & Society","issn_l":"0951-5666","issn":["0951-5666","1435-5655"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI & SOCIETY","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036541567","display_name":"Edin \u0160abi\u0107","orcid":"https://orcid.org/0000-0003-1167-9963"},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Edin \u0160abi\u0107","raw_affiliation_strings":["Electronic Caregiver, Las Cruces, NM, USA","New Mexico State University, Las Cruces, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Caregiver, Las Cruces, NM, USA","institution_ids":[]},{"raw_affiliation_string":"New Mexico State University, Las Cruces, NM, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111014985","display_name":"David Keeley","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Keeley","raw_affiliation_strings":["Electronic Caregiver, Las Cruces, NM, USA","New Mexico State University, Las Cruces, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Caregiver, Las Cruces, NM, USA","institution_ids":[]},{"raw_affiliation_string":"New Mexico State University, Las Cruces, NM, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073640731","display_name":"Bailey Henderson","orcid":"https://orcid.org/0000-0001-7605-0598"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bailey Henderson","raw_affiliation_strings":["Electronic Caregiver, Las Cruces, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Caregiver, Las Cruces, NM, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090786350","display_name":"Sara Nannemann","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Nannemann","raw_affiliation_strings":["Electronic Caregiver, Las Cruces, NM, USA","New Mexico State University, Las Cruces, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Caregiver, Las Cruces, NM, USA","institution_ids":[]},{"raw_affiliation_string":"New Mexico State University, Las Cruces, NM, USA","institution_ids":["https://openalex.org/I10052268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036541567"],"corresponding_institution_ids":["https://openalex.org/I10052268"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":4.7415,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.95718764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"36","issue":"1","first_page":"149","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9754999876022339,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.768264889717102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6593871712684631},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6349388360977173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.566975474357605},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5548193454742432},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42055147886276245},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4128209352493286}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.768264889717102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6593871712684631},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6349388360977173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.566975474357605},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5548193454742432},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42055147886276245},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4128209352493286}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00146-020-00985-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00146-020-00985-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210190517","display_name":"AI & Society","issn_l":"0951-5666","issn":["0951-5666","1435-5655"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI & SOCIETY","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W6091113","https://openalex.org/W273955616","https://openalex.org/W1534477342","https://openalex.org/W1976331960","https://openalex.org/W1980694603","https://openalex.org/W1990334093","https://openalex.org/W1999840231","https://openalex.org/W2009537245","https://openalex.org/W2031366272","https://openalex.org/W2101664201","https://openalex.org/W2107528096","https://openalex.org/W2120240539","https://openalex.org/W2120617515","https://openalex.org/W2135293965","https://openalex.org/W2142889610","https://openalex.org/W2144182447","https://openalex.org/W2146884567","https://openalex.org/W2159583114","https://openalex.org/W2264375300","https://openalex.org/W2281706614","https://openalex.org/W2296719434","https://openalex.org/W2337344967","https://openalex.org/W2469032294","https://openalex.org/W2524141621","https://openalex.org/W2591083394","https://openalex.org/W2734863171","https://openalex.org/W2791459592","https://openalex.org/W2902455138","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W4210997624"],"related_works":["https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729","https://openalex.org/W4285233543","https://openalex.org/W4230838436","https://openalex.org/W4321844043","https://openalex.org/W3196155444","https://openalex.org/W328659180"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}