{"id":"https://openalex.org/W3024816874","doi":"https://doi.org/10.1016/j.compbiomed.2020.103810","title":"Proposing a convolutional neural network for stress assessment by means of derived heart rate from functional near infrared spectroscopy","display_name":"Proposing a convolutional neural network for stress assessment by means of derived heart rate from functional near infrared spectroscopy","publication_year":2020,"publication_date":"2020-05-10","ids":{"openalex":"https://openalex.org/W3024816874","doi":"https://doi.org/10.1016/j.compbiomed.2020.103810","mag":"3024816874","pmid":"https://pubmed.ncbi.nlm.nih.gov/32568682"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2020.103810","doi":"https://doi.org/10.1016/j.compbiomed.2020.103810","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2020.103810","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5051564894","display_name":"Naser Hakimi","orcid":"https://orcid.org/0000-0002-2751-1586","observed_orcids":["https://orcid.org/0000-0002-2751-1586"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]},{"id":"https://openalex.org/I4210162850","display_name":"Wilhelmina Children's Hospital","ror":"https://ror.org/05fqypv61","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916","https://openalex.org/I4210162850"]}],"countries":["IR","NL"],"is_corresponding":true,"raw_author_name":"Naser Hakimi","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran; Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, the Netherlands; Artinis Medical Systems B.V., Elst, the Netherlands. Electronic address: n.hakimi@umcutrecht.nl","Artinis Medical Systems B.V., Elst, the Netherlands","Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran; Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, the Netherlands; Artinis Medical Systems B.V., Elst, the Netherlands. Electronic address: n.hakimi@umcutrecht.nl","institution_ids":["https://openalex.org/I23946033","https://openalex.org/I3018483916","https://openalex.org/I4210162850"]},{"raw_affiliation_string":"Artinis Medical Systems B.V., Elst, the Netherlands","institution_ids":[]},{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, the Netherlands","institution_ids":["https://openalex.org/I3018483916","https://openalex.org/I4210162850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078309580","display_name":"Ata Jodeiri","orcid":"https://orcid.org/0000-0001-8117-4886","observed_orcids":["https://orcid.org/0000-0001-8117-4886"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ata Jodeiri","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036522398","display_name":"Mahya Mirbagheri","orcid":"https://orcid.org/0000-0002-0465-0081","observed_orcids":["https://orcid.org/0000-0002-0465-0081"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahya Mirbagheri","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052290238","display_name":"Seyed Kamaledin Setarehdan","orcid":"https://orcid.org/0000-0001-5928-8668","observed_orcids":["https://orcid.org/0000-0001-5928-8668"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"S. Kamaledin Setarehdan","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051564894"],"corresponding_institution_ids":["https://openalex.org/I23946033","https://openalex.org/I3018483916","https://openalex.org/I4210162850"],"apc_list":{"value":2090,"currency":"USD","value_usd":2090},"apc_paid":null,"fwci":1.6043,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.85498294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"121","issue":null,"first_page":"103810","last_page":"103810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.7440999746322632,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.7440999746322632,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.09359999746084213,"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.08030000329017639,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/stress-measurement","display_name":"stress measurement","score":0.9810000061988831},{"id":"https://openalex.org/keywords/functional-near-infrared-spectroscopy","display_name":"functional near-infrared spectroscopy","score":0.8740000128746033},{"id":"https://openalex.org/keywords/heart-rate","display_name":"heart rate","score":0.6970000267028809},{"id":"https://openalex.org/keywords/montreal-imaging-stress-task","display_name":"Montreal Imaging Stress Task","score":0.8859999775886536},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.847000002861023},{"id":"https://openalex.org/keywords/prefrontal-cortex","display_name":"prefrontal cortex","score":0.9110000133514404},{"id":"https://openalex.org/keywords/stress-classification","display_name":"stress classification","score":0.734000027179718},{"id":"https://openalex.org/keywords/real-time-stress-monitoring","display_name":"real-time stress monitoring","score":0.8309999704360962},{"id":"https://openalex.org/keywords/activation-maps","display_name":"activation maps","score":0.4390000104904175}],"concepts":[{"id":"https://openalex.org/C130796691","wikidata":"https://www.wikidata.org/wiki/Q750537","display_name":"Functional near-infrared spectroscopy","level":4,"score":0.8359416723251343},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7971714735031128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7063320875167847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.674667239189148},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5332213640213013},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5260969400405884},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5141952037811279},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5008962154388428},{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.49887824058532715},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4569062292575836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3686489462852478},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3522067964076996},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.18195360898971558},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1487918496131897},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13650500774383545},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiomed.2020.103810","doi":"https://doi.org/10.1016/j.compbiomed.2020.103810","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2020.103810","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:32568682","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32568682","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,"listed_in":[],"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":"Computers in biology and medicine","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9391000270843506}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313459","display_name":"Cognitive Sciences and Technologies Council","ror":"https://ror.org/04xgsgc80"},{"id":"https://openalex.org/F4320328786","display_name":"Norwegian Biodiversity Information Centre","ror":"https://ror.org/04jnzhb65"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":114,"referenced_works":["https://openalex.org/W208087932","https://openalex.org/W579399354","https://openalex.org/W1506204407","https://openalex.org/W1522301498","https://openalex.org/W1560157848","https://openalex.org/W1572914431","https://openalex.org/W1586163875","https://openalex.org/W1867115258","https://openalex.org/W1912166081","https://openalex.org/W1936083779","https://openalex.org/W1964420508","https://openalex.org/W1964656427","https://openalex.org/W1966518039","https://openalex.org/W1967949193","https://openalex.org/W1968864692","https://openalex.org/W1969363697","https://openalex.org/W1972304037","https://openalex.org/W1974096979","https://openalex.org/W1980815216","https://openalex.org/W1983195655","https://openalex.org/W1985557519","https://openalex.org/W1987646763","https://openalex.org/W1996623766","https://openalex.org/W2004604151","https://openalex.org/W2005377675","https://openalex.org/W2007524903","https://openalex.org/W2014136209","https://openalex.org/W2021784328","https://openalex.org/W2025197360","https://openalex.org/W2028899648","https://openalex.org/W2031360902","https://openalex.org/W2032071290","https://openalex.org/W2033310064","https://openalex.org/W2044722977","https://openalex.org/W2050675999","https://openalex.org/W2052521734","https://openalex.org/W2061986702","https://openalex.org/W2062041244","https://openalex.org/W2078580188","https://openalex.org/W2079342919","https://openalex.org/W2082074903","https://openalex.org/W2082835092","https://openalex.org/W2085844694","https://openalex.org/W2091419001","https://openalex.org/W2093484024","https://openalex.org/W2104007404","https://openalex.org/W2120615054","https://openalex.org/W2123561585","https://openalex.org/W2129248807","https://openalex.org/W2130306094","https://openalex.org/W2131163775","https://openalex.org/W2139305270","https://openalex.org/W2149524005","https://openalex.org/W2160324343","https://openalex.org/W2160535929","https://openalex.org/W2163605009","https://openalex.org/W2168963208","https://openalex.org/W2184481998","https://openalex.org/W2200088154","https://openalex.org/W2221733689","https://openalex.org/W2253429366","https://openalex.org/W2271858476","https://openalex.org/W2283875974","https://openalex.org/W2365224484","https://openalex.org/W2371731424","https://openalex.org/W2402144811","https://openalex.org/W2406837132","https://openalex.org/W2409831652","https://openalex.org/W2410613354","https://openalex.org/W2500751094","https://openalex.org/W2523494305","https://openalex.org/W2528351778","https://openalex.org/W2562086100","https://openalex.org/W2564040763","https://openalex.org/W2567013021","https://openalex.org/W2567088150","https://openalex.org/W2588627481","https://openalex.org/W2605086659","https://openalex.org/W2606321326","https://openalex.org/W2606429533","https://openalex.org/W2609367342","https://openalex.org/W2615385875","https://openalex.org/W2621683552","https://openalex.org/W2757047268","https://openalex.org/W2766974355","https://openalex.org/W2773133415","https://openalex.org/W2792881371","https://openalex.org/W2793410326","https://openalex.org/W2794523151","https://openalex.org/W2797694788","https://openalex.org/W2806070179","https://openalex.org/W2809317444","https://openalex.org/W2810068915","https://openalex.org/W2880583584","https://openalex.org/W2884200845","https://openalex.org/W2885861659","https://openalex.org/W2887643731","https://openalex.org/W2888299873","https://openalex.org/W2891408649","https://openalex.org/W2904585607","https://openalex.org/W2909078313","https://openalex.org/W2909695454","https://openalex.org/W2948435729","https://openalex.org/W2949300694","https://openalex.org/W2955941909","https://openalex.org/W2972507748","https://openalex.org/W2997781966","https://openalex.org/W3019581979","https://openalex.org/W4233133253","https://openalex.org/W4235421565","https://openalex.org/W4243408142","https://openalex.org/W4255785389","https://openalex.org/W6679166519","https://openalex.org/W6941036360"],"related_works":["https://openalex.org/W3006451977","https://openalex.org/W2955941909","https://openalex.org/W2905149794","https://openalex.org/W2917940321","https://openalex.org/W2905578912","https://openalex.org/W4393206778","https://openalex.org/W7221226555","https://openalex.org/W4390141004","https://openalex.org/W2997980192","https://openalex.org/W4407129823"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-05-21T00:00:00"}