{"id":"https://openalex.org/W2746610019","doi":"https://doi.org/10.1007/978-3-319-56991-8_29","title":"Machine Learning Approaches to Predict Repetitive Transcranial Magnetic Stimulation Treatment Response in Major Depressive Disorder","display_name":"Machine Learning Approaches to Predict Repetitive Transcranial Magnetic Stimulation Treatment Response in Major Depressive Disorder","publication_year":2017,"publication_date":"2017-08-21","ids":{"openalex":"https://openalex.org/W2746610019","doi":"https://doi.org/10.1007/978-3-319-56991-8_29","mag":"2746610019"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-56991-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56991-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5009943988","display_name":"T\u00fcrker Tekin Erguzel","orcid":"https://orcid.org/0000-0001-8438-6542"},"institutions":[{"id":"https://openalex.org/I1281256770","display_name":"\u00dcsk\u00fcdar University","ror":"https://ror.org/02dzjmc73","country_code":"TR","type":"education","lineage":["https://openalex.org/I1281256770"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Turker Tekin Erguzel","raw_affiliation_strings":["Department of Computer Engineering, Uskudar University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Uskudar University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1281256770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000782114","display_name":"Nevzat Tarhan","orcid":"https://orcid.org/0000-0002-6810-7096"},"institutions":[{"id":"https://openalex.org/I1281256770","display_name":"\u00dcsk\u00fcdar University","ror":"https://ror.org/02dzjmc73","country_code":"TR","type":"education","lineage":["https://openalex.org/I1281256770"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nevzat Tarhan","raw_affiliation_strings":["Department of Psychiatry, NPIstanbul Hospital, Uskudar University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, NPIstanbul Hospital, Uskudar University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1281256770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009943988"],"corresponding_institution_ids":["https://openalex.org/I1281256770"],"apc_list":null,"apc_paid":null,"fwci":1.9937,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.92307692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"391","last_page":"401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9944999814033508,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9937999844551086,"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/transcranial-magnetic-stimulation","display_name":"Transcranial magnetic stimulation","score":0.7483296394348145},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.6335424184799194},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6291141510009766},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5867270231246948},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5550016760826111},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.45414990186691284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4405820965766907},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.42921721935272217},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.34338539838790894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3166428506374359},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29785633087158203},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2711619734764099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2535278797149658},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.13568615913391113}],"concepts":[{"id":"https://openalex.org/C2778581513","wikidata":"https://www.wikidata.org/wiki/Q263962","display_name":"Transcranial magnetic stimulation","level":3,"score":0.7483296394348145},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.6335424184799194},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6291141510009766},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5867270231246948},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5550016760826111},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45414990186691284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4405820965766907},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.42921721935272217},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.34338539838790894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3166428506374359},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29785633087158203},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2711619734764099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2535278797149658},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.13568615913391113}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-56991-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56991-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"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":35,"referenced_works":["https://openalex.org/W631238529","https://openalex.org/W1514907448","https://openalex.org/W1529672735","https://openalex.org/W1751962365","https://openalex.org/W1968041998","https://openalex.org/W1969959732","https://openalex.org/W1971614777","https://openalex.org/W1972262243","https://openalex.org/W1972578842","https://openalex.org/W1983200016","https://openalex.org/W1991804168","https://openalex.org/W2000532370","https://openalex.org/W2000606058","https://openalex.org/W2010621678","https://openalex.org/W2026720835","https://openalex.org/W2040926927","https://openalex.org/W2062103870","https://openalex.org/W2062194407","https://openalex.org/W2065717630","https://openalex.org/W2087347434","https://openalex.org/W2091989959","https://openalex.org/W2097080550","https://openalex.org/W2114613490","https://openalex.org/W2115126565","https://openalex.org/W2119821739","https://openalex.org/W2134761508","https://openalex.org/W2153302819","https://openalex.org/W2153635508","https://openalex.org/W2155984322","https://openalex.org/W2161770703","https://openalex.org/W2166125139","https://openalex.org/W2167212605","https://openalex.org/W2169177156","https://openalex.org/W3111477757","https://openalex.org/W6856903308"],"related_works":["https://openalex.org/W3024971094","https://openalex.org/W1970088764","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3192419352","https://openalex.org/W2320736787","https://openalex.org/W3195168932","https://openalex.org/W1996541855","https://openalex.org/W3158554504","https://openalex.org/W4285325926"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}