{"id":"https://openalex.org/W4384209865","doi":"https://doi.org/10.1007/978-3-031-37496-8_17","title":"Multi-task Neural Networks for\u00a0Pain Intensity Estimation Using Electrocardiogram and\u00a0Demographic Factors","display_name":"Multi-task Neural Networks for\u00a0Pain Intensity Estimation Using Electrocardiogram and\u00a0Demographic Factors","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4384209865","doi":"https://doi.org/10.1007/978-3-031-37496-8_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37496-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37496-8_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.19475","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035772048","display_name":"Stefanos Gkikas","orcid":"https://orcid.org/0000-0002-4123-1302"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Stefanos Gkikas","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Estavromenos, 71410, Heraklion, Greece"],"raw_orcid":"https://orcid.org/0000-0002-4123-1302","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Estavromenos, 71410, Heraklion, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070512912","display_name":"Chariklia Chatzaki","orcid":"https://orcid.org/0000-0003-1312-8401"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Chariklia Chatzaki","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Estavromenos, 71410, Heraklion, Greece"],"raw_orcid":"https://orcid.org/0000-0003-1312-8401","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Estavromenos, 71410, Heraklion, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087123353","display_name":"Manolis Tsiknakis","orcid":"https://orcid.org/0000-0001-8454-1450"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manolis Tsiknakis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Estavromenos, 71410, Heraklion, Greece","Institute of Computer Science, Foundation for Research and Technology-Hellas, Estavromenos, 70013, Heraklion, Greece"],"raw_orcid":"https://orcid.org/0000-0001-8454-1450","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Estavromenos, 71410, Heraklion, Greece","institution_ids":["https://openalex.org/I28710699"]},{"raw_affiliation_string":"Institute of Computer Science, Foundation for Research and Technology-Hellas, Estavromenos, 70013, Heraklion, Greece","institution_ids":["https://openalex.org/I8901234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035772048"],"corresponding_institution_ids":["https://openalex.org/I28710699"],"apc_list":null,"apc_paid":null,"fwci":20.373,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.99368488,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"337"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10196","display_name":"Pain Mechanisms and Treatments","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/task","display_name":"Task (project management)","score":0.7609460353851318},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.7095190286636353},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6730672121047974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6186521649360657},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5608819723129272},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5308182239532471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5021109580993652},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3792751133441925},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3298555612564087},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24258831143379211},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1581047773361206},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0985974669456482},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06294876337051392}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7609460353851318},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.7095190286636353},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6730672121047974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6186521649360657},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5608819723129272},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5308182239532471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5021109580993652},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3792751133441925},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3298555612564087},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24258831143379211},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1581047773361206},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0985974669456482},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06294876337051392},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-37496-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37496-8_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2407.19475","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.19475","pdf_url":"https://arxiv.org/pdf/2407.19475","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2407.19475","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.19475","pdf_url":"https://arxiv.org/pdf/2407.19475","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384209865.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1980748394","https://openalex.org/W1985941926","https://openalex.org/W1996089789","https://openalex.org/W2018901856","https://openalex.org/W2087559496","https://openalex.org/W2154798479","https://openalex.org/W2162273778","https://openalex.org/W2314785176","https://openalex.org/W2399802263","https://openalex.org/W2512771069","https://openalex.org/W2536346144","https://openalex.org/W2763559981","https://openalex.org/W2898878959","https://openalex.org/W2963665779","https://openalex.org/W2963677766","https://openalex.org/W2980888565","https://openalex.org/W2981118296","https://openalex.org/W3036152154","https://openalex.org/W3081522462","https://openalex.org/W3085663053","https://openalex.org/W3127053097","https://openalex.org/W3180146251","https://openalex.org/W4226478960","https://openalex.org/W4240099762","https://openalex.org/W4241575645"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2598946408"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-07-14T00:00:00"}