{"id":"https://openalex.org/W4316468831","doi":"https://doi.org/10.3390/s23020958","title":"The Actigraphy-Based Identification of Premorbid Latent Liability of Schizophrenia and Bipolar Disorder","display_name":"The Actigraphy-Based Identification of Premorbid Latent Liability of Schizophrenia and Bipolar Disorder","publication_year":2023,"publication_date":"2023-01-14","ids":{"openalex":"https://openalex.org/W4316468831","doi":"https://doi.org/10.3390/s23020958","pmid":"https://pubmed.ncbi.nlm.nih.gov/36679755"},"language":"en","primary_location":{"id":"doi:10.3390/s23020958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020958","pdf_url":"https://www.mdpi.com/1424-8220/23/2/958/pdf?version=1674035868","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/2/958/pdf?version=1674035868","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074471434","display_name":"\u00c1d\u00e1m Nagy","orcid":"https://orcid.org/0000-0003-3321-004X"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"\u00c1d\u00e1m Nagy","raw_affiliation_strings":["Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-3321-004X","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040291889","display_name":"J\u00f3zsef Dombi","orcid":"https://orcid.org/0000-0001-9459-912X"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"J\u00f3zsef Dombi","raw_affiliation_strings":["Department of Computer Algorithms and Artificial Intelligence, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-9459-912X","affiliations":[{"raw_affiliation_string":"Department of Computer Algorithms and Artificial Intelligence, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070862592","display_name":"Martin Patrik F\u00fclep","orcid":"https://orcid.org/0000-0001-6946-5795"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Martin Patrik F\u00fclep","raw_affiliation_strings":["Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-6946-5795","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019660896","display_name":"Emese Rudics","orcid":"https://orcid.org/0000-0001-7108-9530"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Emese Rudics","raw_affiliation_strings":["Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","Doctoral School of Interdisciplinary Medicine, Department of Medical Genetics, University of Szeged, 4 Somogyi B\u00e9la Street, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-7108-9530","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]},{"raw_affiliation_string":"Doctoral School of Interdisciplinary Medicine, Department of Medical Genetics, University of Szeged, 4 Somogyi B\u00e9la Street, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036952144","display_name":"Em\u0151ke Adrienn Hompoth","orcid":"https://orcid.org/0000-0002-7085-3901"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Em\u0151ke Adrienn Hompoth","raw_affiliation_strings":["Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-7085-3901","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006155878","display_name":"Zolt\u00e1n Szab\u00f3","orcid":"https://orcid.org/0000-0003-3863-7595"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zolt\u00e1n Szab\u00f3","raw_affiliation_strings":["Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-3863-7595","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064793295","display_name":"Andr\u00e1s D\u00e9r","orcid":"https://orcid.org/0000-0001-6112-884X"},"institutions":[{"id":"https://openalex.org/I2800351701","display_name":"HUN-REN Szegedi Biol\u00f3giai Kutat\u00f3k\u00f6zpont","ror":"https://ror.org/016gb1631","country_code":"HU","type":"facility","lineage":["https://openalex.org/I2800351701","https://openalex.org/I7597260"]},{"id":"https://openalex.org/I4210122500","display_name":"Institute of Biophysics","ror":"https://ror.org/038synb39","country_code":"HU","type":"facility","lineage":["https://openalex.org/I2800351701","https://openalex.org/I4210122500","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Andr\u00e1s D\u00e9r","raw_affiliation_strings":["ELKH Biological Research Centre, Institute of Biophysics, 62 Temesv\u00e1ri Boulevard, 6726 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-6112-884X","affiliations":[{"raw_affiliation_string":"ELKH Biological Research Centre, Institute of Biophysics, 62 Temesv\u00e1ri Boulevard, 6726 Szeged, Hungary","institution_ids":["https://openalex.org/I2800351701","https://openalex.org/I4210122500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103082390","display_name":"Andr\u00e1s B\u00faz\u00e1s","orcid":"https://orcid.org/0000-0001-7318-4232"},"institutions":[{"id":"https://openalex.org/I2800351701","display_name":"HUN-REN Szegedi Biol\u00f3giai Kutat\u00f3k\u00f6zpont","ror":"https://ror.org/016gb1631","country_code":"HU","type":"facility","lineage":["https://openalex.org/I2800351701","https://openalex.org/I7597260"]},{"id":"https://openalex.org/I4210122500","display_name":"Institute of Biophysics","ror":"https://ror.org/038synb39","country_code":"HU","type":"facility","lineage":["https://openalex.org/I2800351701","https://openalex.org/I4210122500","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Andr\u00e1s B\u00faz\u00e1s","raw_affiliation_strings":["ELKH Biological Research Centre, Institute of Biophysics, 62 Temesv\u00e1ri Boulevard, 6726 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-7318-4232","affiliations":[{"raw_affiliation_string":"ELKH Biological Research Centre, Institute of Biophysics, 62 Temesv\u00e1ri Boulevard, 6726 Szeged, Hungary","institution_ids":["https://openalex.org/I2800351701","https://openalex.org/I4210122500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082838661","display_name":"Zsolt J\u00e1nos Viharos","orcid":"https://orcid.org/0000-0002-9561-6857"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]},{"id":"https://openalex.org/I4210142209","display_name":"John von Neumann University","ror":"https://ror.org/03n9qzd79","country_code":"HU","type":"education","lineage":["https://openalex.org/I4210142209"]},{"id":"https://openalex.org/I7597260","display_name":"Hungarian Academy of Sciences","ror":"https://ror.org/02ks8qq67","country_code":"HU","type":"government","lineage":["https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zsolt J\u00e1nos Viharos","raw_affiliation_strings":["Faculty of Economics and Business, John von Neumann University, 10 Izs\u00e1ki Street, 6000 Kecskem\u00e9t, Hungary","Institute for Computer Science and Control, Center of Excellence in Production Informatics and Control, E\u00f6tv\u00f6s L\u00f3r\u00e1nd Research Network (ELKH), Center of Excellence of the Hungarian Academy of Sciences (MTA), 13-17 Kende Street, 1111 Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-9561-6857","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Business, John von Neumann University, 10 Izs\u00e1ki Street, 6000 Kecskem\u00e9t, Hungary","institution_ids":["https://openalex.org/I4210142209"]},{"raw_affiliation_string":"Institute for Computer Science and Control, Center of Excellence in Production Informatics and Control, E\u00f6tv\u00f6s L\u00f3r\u00e1nd Research Network (ELKH), Center of Excellence of the Hungarian Academy of Sciences (MTA), 13-17 Kende Street, 1111 Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085673531","display_name":"Anh Tuan Hoang","orcid":"https://orcid.org/0000-0003-4316-0373"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]},{"id":"https://openalex.org/I7597260","display_name":"Hungarian Academy of Sciences","ror":"https://ror.org/02ks8qq67","country_code":"HU","type":"government","lineage":["https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Anh Tuan Hoang","raw_affiliation_strings":["Institute for Computer Science and Control, Center of Excellence in Production Informatics and Control, E\u00f6tv\u00f6s L\u00f3r\u00e1nd Research Network (ELKH), Center of Excellence of the Hungarian Academy of Sciences (MTA), 13-17 Kende Street, 1111 Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-4316-0373","affiliations":[{"raw_affiliation_string":"Institute for Computer Science and Control, Center of Excellence in Production Informatics and Control, E\u00f6tv\u00f6s L\u00f3r\u00e1nd Research Network (ELKH), Center of Excellence of the Hungarian Academy of Sciences (MTA), 13-17 Kende Street, 1111 Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070909328","display_name":"B\u00e1lint Macz\u00e1k","orcid":"https://orcid.org/0000-0002-1867-5861"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"B\u00e1lint Macz\u00e1k","raw_affiliation_strings":["Department of Technical Informatics, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-1867-5861","affiliations":[{"raw_affiliation_string":"Department of Technical Informatics, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015340983","display_name":"Gergely Vadai","orcid":"https://orcid.org/0000-0002-2720-3380"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Gergely Vadai","raw_affiliation_strings":["Department of Technical Informatics, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-2720-3380","affiliations":[{"raw_affiliation_string":"Department of Technical Informatics, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030771627","display_name":"Zolt\u00e1n Gingl","orcid":"https://orcid.org/0000-0001-6570-2685"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zolt\u00e1n Gingl","raw_affiliation_strings":["Department of Technical Informatics, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-6570-2685","affiliations":[{"raw_affiliation_string":"Department of Technical Informatics, University of Szeged, 2 \u00c1rp\u00e1d Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114040576","display_name":"Szandra L\u00e1szl\u00f3","orcid":null},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Szandra L\u00e1szl\u00f3","raw_affiliation_strings":["Doctoral School of Interdisciplinary Medicine, Department of Medical Genetics, University of Szeged, 4 Somogyi B\u00e9la Street, 6720 Szeged, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Doctoral School of Interdisciplinary Medicine, Department of Medical Genetics, University of Szeged, 4 Somogyi B\u00e9la Street, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052016686","display_name":"Vilmos Bilicki","orcid":"https://orcid.org/0000-0002-7793-2661"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Vilmos Bilicki","raw_affiliation_strings":["Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-7793-2661","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086153943","display_name":"Istv\u00e1n Szendi","orcid":"https://orcid.org/0000-0002-2612-7291"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Istv\u00e1n Szendi","raw_affiliation_strings":["Department of Psychiatry, Kiskunhalas Semmelweis Hospital, 1 Dr. Monszpart L\u00e1szl\u00f3 Street, 6400 Kiskunhalas, Hungary","Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-2612-7291","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Kiskunhalas Semmelweis Hospital, 1 Dr. Monszpart L\u00e1szl\u00f3 Street, 6400 Kiskunhalas, Hungary","institution_ids":[]},{"raw_affiliation_string":"Department of Software Engineering, University of Szeged, 13 Dugonics Square, 6720 Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5074471434"],"corresponding_institution_ids":["https://openalex.org/I227486990"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.03,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.9146474,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"23","issue":"2","first_page":"958","last_page":"958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11334","display_name":"Psychosomatic Disorders and Their Treatments","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T11334","display_name":"Psychosomatic Disorders and Their Treatments","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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":0.9975000023841858,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9958000183105469,"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/actigraphy","display_name":"Actigraphy","score":0.7075941562652588},{"id":"https://openalex.org/keywords/bipolar-disorder","display_name":"Bipolar disorder","score":0.6768062114715576},{"id":"https://openalex.org/keywords/schizotypy","display_name":"Schizotypy","score":0.6179121136665344},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.601662814617157},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.5498204827308655},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5264381170272827},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.49244555830955505},{"id":"https://openalex.org/keywords/mania","display_name":"Mania","score":0.4326373040676117},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.4207671880722046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4141535758972168},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4018579125404358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3271334171295166},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2986937165260315},{"id":"https://openalex.org/keywords/psychosis","display_name":"Psychosis","score":0.21414652466773987}],"concepts":[{"id":"https://openalex.org/C2778996325","wikidata":"https://www.wikidata.org/wiki/Q422201","display_name":"Actigraphy","level":3,"score":0.7075941562652588},{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.6768062114715576},{"id":"https://openalex.org/C2777727901","wikidata":"https://www.wikidata.org/wiki/Q3099410","display_name":"Schizotypy","level":3,"score":0.6179121136665344},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.601662814617157},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.5498204827308655},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5264381170272827},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.49244555830955505},{"id":"https://openalex.org/C2776809841","wikidata":"https://www.wikidata.org/wiki/Q185935","display_name":"Mania","level":4,"score":0.4326373040676117},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.4207671880722046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4141535758972168},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4018579125404358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3271334171295166},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2986937165260315},{"id":"https://openalex.org/C2779727114","wikidata":"https://www.wikidata.org/wiki/Q170082","display_name":"Psychosis","level":2,"score":0.21414652466773987},{"id":"https://openalex.org/C2781210498","wikidata":"https://www.wikidata.org/wiki/Q1869874","display_name":"Insomnia","level":2,"score":0.0},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001714","descriptor_name":"Bipolar Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001714","descriptor_name":"Bipolar Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001714","descriptor_name":"Bipolar Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D002940","descriptor_name":"Circadian Rhythm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002940","descriptor_name":"Circadian Rhythm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002940","descriptor_name":"Circadian Rhythm","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":"D006801","descriptor_name":"Humans","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":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056044","descriptor_name":"Actigraphy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056044","descriptor_name":"Actigraphy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056044","descriptor_name":"Actigraphy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s23020958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020958","pdf_url":"https://www.mdpi.com/1424-8220/23/2/958/pdf?version=1674035868","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36679755","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36679755","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,"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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:eprints.sztaki.hu:10505","is_oa":true,"landing_page_url":"https://eprints.sztaki.hu/10505/","pdf_url":"https://eprints.sztaki.hu/10505/1/Nagy_1_33567018_ny.pdf","source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9863012","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9863012","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9863012/pdf/sensors-23-00958.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:real.mtak.hu:164268","is_oa":true,"landing_page_url":null,"pdf_url":"http://real.mtak.hu/164268/1/sensors-23-00958-v2.pdf","source":{"id":"https://openalex.org/S4306400081","display_name":"Repository of the Academy's Library (Library of the Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210140733","host_organization_name":"Library and Information Centre of the Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210140733"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:35b0550f25da45daada3e0ee5206f314","is_oa":true,"landing_page_url":"https://doaj.org/article/35b0550f25da45daada3e0ee5206f314","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 2, p 958 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/2/958/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23020958","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 2; Pages: 958","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23020958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020958","pdf_url":"https://www.mdpi.com/1424-8220/23/2/958/pdf?version=1674035868","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G3241820797","display_name":null,"funder_award_id":"RRF-2.3.1-21-2022-00004","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7952127736","display_name":null,"funder_award_id":"GINOP-2.3.2-15-2016-00037","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8251372944","display_name":null,"funder_award_id":"TKP2021-NVA-09","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4316468831.pdf"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1511275384","https://openalex.org/W1581688434","https://openalex.org/W1968473069","https://openalex.org/W1989460808","https://openalex.org/W2022523880","https://openalex.org/W2029683515","https://openalex.org/W2032604835","https://openalex.org/W2042052404","https://openalex.org/W2047763493","https://openalex.org/W2062989416","https://openalex.org/W2067384877","https://openalex.org/W2070493638","https://openalex.org/W2072740131","https://openalex.org/W2077659983","https://openalex.org/W2080152916","https://openalex.org/W2082906248","https://openalex.org/W2083388787","https://openalex.org/W2084453738","https://openalex.org/W2085741143","https://openalex.org/W2102372511","https://openalex.org/W2114879822","https://openalex.org/W2119314959","https://openalex.org/W2121550945","https://openalex.org/W2142802195","https://openalex.org/W2143002682","https://openalex.org/W2149287303","https://openalex.org/W2150763276","https://openalex.org/W2154997536","https://openalex.org/W2155264953","https://openalex.org/W2160738158","https://openalex.org/W2168938316","https://openalex.org/W2193329483","https://openalex.org/W2341283081","https://openalex.org/W2396207520","https://openalex.org/W2469538675","https://openalex.org/W2564800506","https://openalex.org/W2609003044","https://openalex.org/W2618851150","https://openalex.org/W2619372877","https://openalex.org/W2747517649","https://openalex.org/W2768027317","https://openalex.org/W2796606779","https://openalex.org/W2801374094","https://openalex.org/W2892016138","https://openalex.org/W2922999152","https://openalex.org/W2995679104","https://openalex.org/W2996356664","https://openalex.org/W3010497801","https://openalex.org/W3035972028","https://openalex.org/W3041598772","https://openalex.org/W3046664802","https://openalex.org/W3136706182","https://openalex.org/W3139149890","https://openalex.org/W3196451850","https://openalex.org/W3205958351","https://openalex.org/W4235902224","https://openalex.org/W4250664506","https://openalex.org/W4251742697","https://openalex.org/W4281287217","https://openalex.org/W4300955875","https://openalex.org/W6610017368","https://openalex.org/W6630316804","https://openalex.org/W6671216536","https://openalex.org/W6675097358","https://openalex.org/W6682668585","https://openalex.org/W6807616691","https://openalex.org/W6833387226"],"related_works":["https://openalex.org/W2462983098","https://openalex.org/W2132014094","https://openalex.org/W3198313168","https://openalex.org/W2390951968","https://openalex.org/W3176398639","https://openalex.org/W1992641180","https://openalex.org/W1562927327","https://openalex.org/W2414753374","https://openalex.org/W2102123970","https://openalex.org/W4232489090"],"abstract_inverted_index":{"(1)":[0],"Background":[1],"and":[2,14,20,31,66,80,110,127,166,186,196,223],"Goal:":[3],"Several":[4],"studies":[5],"have":[6],"investigated":[7],"the":[8,18,22,117,130,135,153,173,178,182,190,208,238],"association":[9],"of":[10,25,36,162,169,184,210],"sleep,":[11],"diurnal":[12],"patterns,":[13],"circadian":[15],"rhythms":[16],"with":[17,21,142],"presence":[19],"risk":[23,249],"states":[24],"mental":[26,251],"illnesses":[27],"such":[28],"as":[29],"schizophrenia":[30],"bipolar":[32],"disorder.":[33],"The":[34,88],"goal":[35],"our":[37,121],"study":[38],"was":[39],"to":[40,44,133,158,189,207],"examine":[41],"actigraphic":[42,82],"measures":[43],"identify":[45,159,246],"features":[46,219],"that":[47,54,78,176,228],"can":[48,59],"be":[49,230],"extracted":[50,131],"from":[51,250],"them":[52],"so":[53],"a":[55,73,160,215,231,255],"machine":[56,144],"learning":[57,145],"model":[58],"detect":[60],"premorbid":[61],"latent":[62],"liabilities":[63],"for":[64,147,234],"schizotypy":[65,187],"bipolarity.":[67],"(2)":[68],"Methods:":[69],"Our":[70],"team":[71,122],"developed":[72,225],"small":[74],"wrist-worn":[75],"measurement":[76],"device":[77],"collects":[79],"identifies":[81],"data":[83,118,124],"based":[84,171],"on":[85,172,181],"an":[86],"accelerometer.":[87],"sensors":[89],"were":[90,98,156,204],"used":[91,129,220],"by":[92,221],"carefully":[93],"selected":[94],"healthy":[95],"participants":[96],"who":[97],"divided":[99],"into":[100],"three":[101,143],"groups:":[102],"Control":[103],"Group":[104,108,114],"(C),":[105],"Cyclothymia":[106],"Factor":[107,113],"(CFG),":[109],"Positive":[111],"Schizotypy":[112],"(PSF).":[115],"From":[116],"they":[119],"collected,":[120],"performed":[123],"cleaning":[125],"operations":[126],"then":[128],"metrics":[132],"generate":[134],"feature":[136],"combinations":[137],"deemed":[138],"most":[139],"effective,":[140],"along":[141],"algorithms":[146],"categorization.":[148],"(3)":[149],"Results:":[150],"By":[151],"conducting":[152],"training,":[154],"we":[155,213],"able":[157],"set":[161],"mildly":[163],"correlated":[164],"traits":[165,242],"their":[167],"order":[168],"importance":[170],"Shapley":[174],"value":[175],"had":[177,214],"greatest":[179],"impact":[180],"detection":[183],"bipolarity":[185],"according":[188],"logistic":[191],"regression,":[192],"Light":[193],"Gradient":[194],"Boost,":[195],"Random":[197],"Forest":[198],"algorithms.":[199],"(4)":[200],"Conclusions:":[201],"These":[202],"results":[203,209],"successfully":[205,224],"compared":[206],"other":[211],"researchers;":[212],"similar":[216],"differentiation":[217],"in":[218,254],"others,":[222],"new":[226],"ones":[227],"might":[229],"good":[232],"complement":[233],"further":[235],"research.":[236],"In":[237],"future,":[239],"identifying":[240],"these":[241],"may":[243],"help":[244],"us":[245],"people":[247],"at":[248],"disorders":[252],"early":[253],"cost-effective,":[256],"automated":[257],"way.":[258]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
