{"id":"https://openalex.org/W4399879450","doi":"https://doi.org/10.1007/978-3-031-62495-7_41","title":"Machine Learning-Driven Improvements in\u00a0HRV Artifact Correction for\u00a0Psychosis Prediction in\u00a0the\u00a0Schizophrenia Spectrum","display_name":"Machine Learning-Driven Improvements in\u00a0HRV Artifact Correction for\u00a0Psychosis Prediction in\u00a0the\u00a0Schizophrenia Spectrum","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399879450","doi":"https://doi.org/10.1007/978-3-031-62495-7_41"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-62495-7_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62495-7_41","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":["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/A5053726372","display_name":"Paraskevi V. Tsakmaki","orcid":"https://orcid.org/0009-0007-8574-3186"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Paraskevi V. Tsakmaki","raw_affiliation_strings":["Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039205111","display_name":"Sotiris K. Tasoulis","orcid":"https://orcid.org/0000-0001-9536-4090"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sotiris K. Tasoulis","raw_affiliation_strings":["Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085640042","display_name":"Spiros V. Georgakopoulos","orcid":"https://orcid.org/0000-0002-3374-0422"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spiros V. Georgakopoulos","raw_affiliation_strings":["Department of Mathematics, University of Thessaly, Lamia, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Thessaly, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111235416","display_name":"Vassilis P. Plagianakos","orcid":"https://orcid.org/0000-0002-4266-701X"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilis P. Plagianakos","raw_affiliation_strings":["Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053726372"],"corresponding_institution_ids":["https://openalex.org/I145722265"],"apc_list":null,"apc_paid":null,"fwci":4.7541,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91815616,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"544","last_page":"557"},"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":0.9994000196456909,"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":0.9994000196456909,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9973000288009644,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9962000250816345,"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/artifact","display_name":"Artifact (error)","score":0.8633277416229248},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.7014922499656677},{"id":"https://openalex.org/keywords/psychosis","display_name":"Psychosis","score":0.5599871277809143},{"id":"https://openalex.org/keywords/schizophrenia-spectrum","display_name":"Schizophrenia spectrum","score":0.4789979159832001},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4269596338272095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4001762568950653},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3839631676673889},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36703428626060486},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.36085253953933716},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32863694429397583},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2539374530315399},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1465325951576233}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.8633277416229248},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.7014922499656677},{"id":"https://openalex.org/C2779727114","wikidata":"https://www.wikidata.org/wiki/Q170082","display_name":"Psychosis","level":2,"score":0.5599871277809143},{"id":"https://openalex.org/C3018432486","wikidata":"https://www.wikidata.org/wiki/Q7575316","display_name":"Schizophrenia spectrum","level":3,"score":0.4789979159832001},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4269596338272095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4001762568950653},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3839631676673889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36703428626060486},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.36085253953933716},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32863694429397583},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2539374530315399},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1465325951576233}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-62495-7_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62495-7_41","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1843918532","https://openalex.org/W1973007593","https://openalex.org/W2015750049","https://openalex.org/W2041589374","https://openalex.org/W2042197230","https://openalex.org/W2049985274","https://openalex.org/W2097319089","https://openalex.org/W2097431774","https://openalex.org/W2123449469","https://openalex.org/W2133589238","https://openalex.org/W2143604220","https://openalex.org/W2162870748","https://openalex.org/W2347128633","https://openalex.org/W2748459209","https://openalex.org/W2766098680","https://openalex.org/W2937178896","https://openalex.org/W2970225302","https://openalex.org/W3135515316","https://openalex.org/W4211174138","https://openalex.org/W4294021982","https://openalex.org/W4303981160","https://openalex.org/W4362586532","https://openalex.org/W4366431467","https://openalex.org/W4366986854"],"related_works":["https://openalex.org/W2621512858","https://openalex.org/W1574801507","https://openalex.org/W1521615459","https://openalex.org/W3023129157","https://openalex.org/W2967274490","https://openalex.org/W3023637465","https://openalex.org/W2599252385","https://openalex.org/W4206843216","https://openalex.org/W2038049190","https://openalex.org/W1845229251"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}