{"id":"https://openalex.org/W3091652873","doi":"https://doi.org/10.1007/978-3-030-59277-6_3","title":"A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data","display_name":"A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3091652873","doi":"https://doi.org/10.1007/978-3-030-59277-6_3","mag":"3091652873"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59277-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"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/A5054050446","display_name":"F. Calesella","orcid":"https://orcid.org/0000-0001-7481-4064"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Calesella","raw_affiliation_strings":["Department of General Psychology, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of General Psychology, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027874987","display_name":"Alberto Testolin","orcid":"https://orcid.org/0000-0001-7062-4861"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Testolin","raw_affiliation_strings":["Department of General Psychology, University of Padova, Padua, Italy","Department of Information Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of General Psychology, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068474965","display_name":"Michele De Filippo De Grazia","orcid":"https://orcid.org/0000-0003-3682-8582"},"institutions":[{"id":"https://openalex.org/I4210130664","display_name":"IRCCS San Camillo Hospital","ror":"https://ror.org/03njebb69","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210130664","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele De Filippo De Grazia","raw_affiliation_strings":["IRCCS San Camillo Hospital, Venice, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS San Camillo Hospital, Venice, Italy","institution_ids":["https://openalex.org/I4210130664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008796300","display_name":"Marco Zorzi","orcid":"https://orcid.org/0000-0002-4651-6390"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I4210130664","display_name":"IRCCS San Camillo Hospital","ror":"https://ror.org/03njebb69","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210130664","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Zorzi","raw_affiliation_strings":["Department of General Psychology, University of Padova, Padua, Italy","IRCCS San Camillo Hospital, Venice, Italy"],"affiliations":[{"raw_affiliation_string":"Department of General Psychology, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"IRCCS San Camillo Hospital, Venice, Italy","institution_ids":["https://openalex.org/I4210130664"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392,"provenance":"doaj"},"apc_paid":null,"fwci":1.314,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.794051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":73,"max":77},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"40"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9999,"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"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9999,"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":0.9994,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9982,"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/overfitting","display_name":"Overfitting","score":0.84612495},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7715179}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.84612495},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7715179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7163996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.70997936},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.69469154},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6223112},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.54223394},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4831583},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.42454526},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18275288},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12426147},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.073503226}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59277-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.76,"display_name":"Quality education"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":34,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1565746575","https://openalex.org/W1597053271","https://openalex.org/W2005876975","https://openalex.org/W2007804187","https://openalex.org/W2009494091","https://openalex.org/W2017288758","https://openalex.org/W2036439084","https://openalex.org/W2041050058","https://openalex.org/W2063404606","https://openalex.org/W2075490785","https://openalex.org/W2077922582","https://openalex.org/W2084147096","https://openalex.org/W2097360283","https://openalex.org/W2123649031","https://openalex.org/W2123923307","https://openalex.org/W2130175846","https://openalex.org/W2135046866","https://openalex.org/W2158485497","https://openalex.org/W2162619305","https://openalex.org/W2168175751","https://openalex.org/W2472295098","https://openalex.org/W2499800833","https://openalex.org/W2787894218","https://openalex.org/W2807683509","https://openalex.org/W282373936","https://openalex.org/W2948537574","https://openalex.org/W2955252073","https://openalex.org/W3037942253","https://openalex.org/W3099514962","https://openalex.org/W3143596294","https://openalex.org/W4245057219","https://openalex.org/W4285719527","https://openalex.org/W4294541781"],"related_works":["https://openalex.org/W4389669152","https://openalex.org/W4387893611","https://openalex.org/W4317486777","https://openalex.org/W3211783303","https://openalex.org/W2579148721","https://openalex.org/W2347335694","https://openalex.org/W2091056927","https://openalex.org/W2067407580","https://openalex.org/W2038514069","https://openalex.org/W1967233468"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3091652873","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-01-05T17:21:51.512599","created_date":"2020-10-08"}