{"id":"https://openalex.org/W3113263022","doi":"https://doi.org/10.1145/3429889.3429935","title":"Heart Rate Variability Differences between Depression Patients with Different Severity and Healthy People","display_name":"Heart Rate Variability Differences between Depression Patients with Different Severity and Healthy People","publication_year":2020,"publication_date":"2020-09-11","ids":{"openalex":"https://openalex.org/W3113263022","doi":"https://doi.org/10.1145/3429889.3429935","mag":"3113263022"},"language":"en","primary_location":{"id":"doi:10.1145/3429889.3429935","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3429889.3429935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Symposium on Artificial Intelligence in Medical Sciences","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100339657","display_name":"Jinhua Wang","orcid":"https://orcid.org/0000-0003-0975-5031"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhua Wang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114706292","display_name":"Lulu Zhao","orcid":"https://orcid.org/0000-0002-3322-7952"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lulu Zhao","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039980688","display_name":"Baimin Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099937","display_name":"Fourth People\u2019s Hospital of Jinan","ror":"https://ror.org/012xbj452","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099937"]},{"id":"https://openalex.org/I4405262088","display_name":"Jinan Third People's Hospital","ror":"https://ror.org/019cb0c33","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4405262088"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baimin Li","raw_affiliation_strings":["Jinan Third People's Hospital, Jinan China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan Third People's Hospital, Jinan China","institution_ids":["https://openalex.org/I4210099937","https://openalex.org/I4405262088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":1.0,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":1.0,"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/T13283","display_name":"Mental Health Research Topics","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.86513751745224},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.8156003952026367},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5836156606674194},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4464961290359497},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.4267407953739166},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.403045654296875},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.36884230375289917},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.3617713451385498},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.35494059324264526},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.3447645902633667},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.20092123746871948},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.06398952007293701}],"concepts":[{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.86513751745224},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.8156003952026367},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5836156606674194},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4464961290359497},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.4267407953739166},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.403045654296875},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36884230375289917},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3617713451385498},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.35494059324264526},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.3447645902633667},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.20092123746871948},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.06398952007293701},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3429889.3429935","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3429889.3429935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Symposium on Artificial Intelligence in Medical Sciences","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W159391136","https://openalex.org/W1204490507","https://openalex.org/W1881281756","https://openalex.org/W1970352604","https://openalex.org/W1981020864","https://openalex.org/W1982888054","https://openalex.org/W1984615306","https://openalex.org/W1995364861","https://openalex.org/W2038229715","https://openalex.org/W2050509157","https://openalex.org/W2065444697","https://openalex.org/W2085710880","https://openalex.org/W2093145971","https://openalex.org/W2096215189","https://openalex.org/W2099155615","https://openalex.org/W2103629684","https://openalex.org/W2114613490","https://openalex.org/W2127484731","https://openalex.org/W2128663696","https://openalex.org/W2129351300","https://openalex.org/W2162273778","https://openalex.org/W2163668840","https://openalex.org/W2171340584","https://openalex.org/W2929254934","https://openalex.org/W2950862728","https://openalex.org/W2953639947"],"related_works":["https://openalex.org/W2314914269","https://openalex.org/W112050585","https://openalex.org/W3082889039","https://openalex.org/W2946788172","https://openalex.org/W2889272531","https://openalex.org/W2739867511","https://openalex.org/W2954543930","https://openalex.org/W4241238650","https://openalex.org/W2108573048","https://openalex.org/W3044179424"],"abstract_inverted_index":{"Depression":[0],"is":[1,146],"a":[2,79],"normal":[3],"mental":[4,157,192],"disorder,":[5],"whose":[6],"levels":[7],"were":[8,68],"subjectively":[9],"determined":[10],"by":[11],"psychiatrists,":[12],"which":[13,78],"lacks":[14],"the":[15,27,30,63,87,96,103,112,116,123,128,165,172,176,185],"support":[16],"of":[17,41,105,125,167],"physiological":[18],"data.":[19],"To":[20],"aid":[21],"clinical":[22,195],"diagnosis,":[23],"this":[24],"study":[25,180],"explored":[26],"relationship":[28,186],"between":[29,140,153,187],"Heart":[31],"Rate":[32],"Variability":[33],"(HRV)":[34],"characteristics":[35,104],"in":[36,62,164,194],"healthy":[37,48,113,154],"people":[38,43],"and":[39,55,127,142,155,159,190],"those":[40],"depression":[42,60,106,169],"with":[44,52,58,111,122],"different":[45,168,191],"severity.":[46],"Thirty-six":[47],"volunteers,":[49],"forty-six":[50],"patients":[51,57,107],"moderate":[53],"depression,":[54,126],"sixty-three":[56],"severe":[59],"participated":[61],"study.":[64],"Their":[65],"electrocardiogram":[66],"signals":[67],"filtered":[69],"to":[70,85,182],"extract":[71],"five":[72,134],"heart":[73],"rate":[74],"variability":[75],"characteristics,":[76],"among":[77,95],"new":[80,129,173],"feature":[81,89,130],"R-std":[82],"was":[83,93],"used":[84],"supplement":[86],"existing":[88],"library.":[90,178],"Statistical":[91],"analysis":[92],"performed":[94,131],"groups.":[97],"The":[98,133,144],"results":[99],"showed":[100],"that":[101,147],"all":[102],"significantly":[108],"decreased":[109],"compared":[110],"people,":[114],"but":[115],"characteristic":[117],"values":[118,166],"did":[119],"not":[120],"decrease":[121],"deepening":[124],"well.":[132],"HRV":[135,148,188],"indicators":[136,149,177],"have":[137,150],"significant":[138,151],"differences":[139,152,163],"health":[141],"depression.":[143],"conclusion":[145],"depressed":[156],"states,":[158],"there":[160],"are":[161],"slight":[162],"degrees.":[170],"Besides,":[171],"features":[174],"expand":[175],"This":[179],"helps":[181],"better":[183],"understand":[184],"indexes":[189],"states":[193],"practice.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}