{"id":"https://openalex.org/W3015487352","doi":"https://doi.org/10.3390/brainsci10040220","title":"Double-Step Machine Learning Based Procedure for HFOs Detection and Classification","display_name":"Double-Step Machine Learning Based Procedure for HFOs Detection and Classification","publication_year":2020,"publication_date":"2020-04-08","ids":{"openalex":"https://openalex.org/W3015487352","doi":"https://doi.org/10.3390/brainsci10040220","mag":"3015487352","pmid":"https://pubmed.ncbi.nlm.nih.gov/32276318","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7226084"},"language":"en","primary_location":{"id":"doi:10.3390/brainsci10040220","doi":"https://doi.org/10.3390/brainsci10040220","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/brainsci10040220","pdf_url":"https://www.mdpi.com/2076-3425/10/4/220/pdf?version=1586328920","source":{"id":"https://openalex.org/S122317144","display_name":"Brain Sciences","issn_l":"2076-3425","issn":["2076-3425"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-100","russia-white-list-3","vabb-shw"],"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":"Brain Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2076-3425/10/4/220/pdf?version=1586328920","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066478742","display_name":"Nicolina Sciaraffa","orcid":"https://orcid.org/0000-0002-3380-0181","observed_orcids":["https://orcid.org/0000-0002-3380-0181"]},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Nicolina Sciaraffa","raw_affiliation_strings":["BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034072631","display_name":"Manousos A. Klados","orcid":"https://orcid.org/0000-0002-1629-6446","observed_orcids":["https://orcid.org/0000-0002-1629-6446"]},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Manousos A. Klados","raw_affiliation_strings":["Department of Psychology, The University of Sheffield, International Faculty, City College, 54626 Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0002-1629-6446","affiliations":[{"raw_affiliation_string":"Department of Psychology, The University of Sheffield, International Faculty, City College, 54626 Thessaloniki, Greece","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070039425","display_name":"Gianluca Borghini","orcid":"https://orcid.org/0000-0001-8560-5671","observed_orcids":["https://orcid.org/0000-0001-8560-5671"]},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Borghini","raw_affiliation_strings":["BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","IRCCS Fondazione Santa Lucia, Neuroelectrical Imaging and BCI Lab, Via Ardeatina, 306, 00179 Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8560-5671","affiliations":[{"raw_affiliation_string":"BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia, Neuroelectrical Imaging and BCI Lab, Via Ardeatina, 306, 00179 Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019086465","display_name":"Gianluca Di Flumeri","orcid":"https://orcid.org/0000-0003-4426-051X","observed_orcids":["https://orcid.org/0000-0003-4426-051X"]},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Di Flumeri","raw_affiliation_strings":["BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","IRCCS Fondazione Santa Lucia, Neuroelectrical Imaging and BCI Lab, Via Ardeatina, 306, 00179 Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4426-051X","affiliations":[{"raw_affiliation_string":"BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia, Neuroelectrical Imaging and BCI Lab, Via Ardeatina, 306, 00179 Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010366936","display_name":"Fabio Babiloni","orcid":"https://orcid.org/0000-0002-4962-176X","observed_orcids":["https://orcid.org/0000-0002-4962-176X"]},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["CN","IT"],"is_corresponding":false,"raw_author_name":"Fabio Babiloni","raw_affiliation_strings":["BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","College of Computer Science and Technology, Hangzhou Dianzi University, Xiasha Higher Education Zone, Hangzhou 310018, China","Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4962-176X","affiliations":[{"raw_affiliation_string":"BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science and Technology, Hangzhou Dianzi University, Xiasha Higher Education Zone, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031550831","display_name":"Pietro Aric\u00f2","orcid":"https://orcid.org/0000-0002-3831-6620","observed_orcids":["https://orcid.org/0000-0002-3831-6620"]},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Aric\u00f2","raw_affiliation_strings":["BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","IRCCS Fondazione Santa Lucia, Neuroelectrical Imaging and BCI Lab, Via Ardeatina, 306, 00179 Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3831-6620","affiliations":[{"raw_affiliation_string":"BrainSigns srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia, Neuroelectrical Imaging and BCI Lab, Via Ardeatina, 306, 00179 Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066478742"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1690},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1690},"fwci":2.8672,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.91239382,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"10","issue":"4","first_page":"220","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9916999936103821,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9916999936103821,"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/T10094","display_name":"Epilepsy research and treatment","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.000699999975040555,"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/high-frequency-oscillations","display_name":"high-frequency oscillations","score":1.0},{"id":"https://openalex.org/keywords/hfo-detection","display_name":"HFO detection","score":0.8349999785423279},{"id":"https://openalex.org/keywords/ripples","display_name":"ripples","score":0.6589999794960022},{"id":"https://openalex.org/keywords/fast-ripples","display_name":"fast ripples","score":0.996999979019165},{"id":"https://openalex.org/keywords/intracranial-eeg","display_name":"intracranial EEG","score":0.8870000243186951},{"id":"https://openalex.org/keywords/epileptogenic-tissue","display_name":"epileptogenic tissue","score":0.7900000214576721},{"id":"https://openalex.org/keywords/signal-segmentation","display_name":"signal segmentation","score":0.6320000290870667},{"id":"https://openalex.org/keywords/energy-characteristics","display_name":"energy characteristics","score":0.9490000009536743},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"linear discriminant analysis","score":0.9750000238418579},{"id":"https://openalex.org/keywords/nonlinear-classifiers","display_name":"nonlinear classifiers","score":0.8040000200271606},{"id":"https://openalex.org/keywords/biomarkers","display_name":"biomarkers","score":0.4359999895095825}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7791663408279419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822423934936523},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6504323482513428},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6129707098007202},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.6107974052429199},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6020894646644592},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5506337881088257},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5451752543449402},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46237775683403015},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4553331732749939},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3388407230377197},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18667352199554443},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07614663243293762},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/brainsci10040220","doi":"https://doi.org/10.3390/brainsci10040220","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/brainsci10040220","pdf_url":"https://www.mdpi.com/2076-3425/10/4/220/pdf?version=1586328920","source":{"id":"https://openalex.org/S122317144","display_name":"Brain Sciences","issn_l":"2076-3425","issn":["2076-3425"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-100","russia-white-list-3","vabb-shw"],"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":"Brain Sciences","raw_type":"journal-article"},{"id":"pmid:32276318","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32276318","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,"listed_in":[],"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":"Brain sciences","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7226084","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7226084/","pdf_url":null,"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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Sci","raw_type":"Text"},{"id":"pmh:oai:iris.uniroma1.it:11573/1407350","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1407350","pdf_url":"https://iris.uniroma1.it/bitstream/11573/1407350/2/Sciaraffa_Double-step_2020.pdf","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:f103e80e46fe4da0983f2d4ff9648123","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/f103e80e46fe4da0983f2d4ff9648123","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,"listed_in":[],"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":"Brain Sciences, Vol 10, Iss 4, p 220 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/brainsci10040220","doi":"https://doi.org/10.3390/brainsci10040220","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/brainsci10040220","pdf_url":"https://www.mdpi.com/2076-3425/10/4/220/pdf?version=1586328920","source":{"id":"https://openalex.org/S122317144","display_name":"Brain Sciences","issn_l":"2076-3425","issn":["2076-3425"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-100","russia-white-list-3","vabb-shw"],"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":"Brain Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8199999928474426}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2461854350","display_name":"automatic detection and localization of High frequency Oscillation in Paediatric Epilepsy","funder_award_id":"823958","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2913421775","display_name":"Strengthening synergies between Aviation and maritime in the area of human Factors towards achieving more Efficient and resilient MODE of transportation","funder_award_id":"814961","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3032932390","display_name":"SIMULATOR OF BEHAVIOURAL ASPECTS FOR SAFER TRANSPORT","funder_award_id":"723386","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5958960649","display_name":"Smart Working environments for all Ages","funder_award_id":"826232","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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015487352.pdf","grobid_xml":"https://content.openalex.org/works/W3015487352.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W167229986","https://openalex.org/W634542829","https://openalex.org/W1535736950","https://openalex.org/W1901616594","https://openalex.org/W1941650629","https://openalex.org/W1976799656","https://openalex.org/W1980716364","https://openalex.org/W1981552604","https://openalex.org/W1983504371","https://openalex.org/W1985258161","https://openalex.org/W2000308123","https://openalex.org/W2000837205","https://openalex.org/W2000845031","https://openalex.org/W2001619934","https://openalex.org/W2006357824","https://openalex.org/W2016000829","https://openalex.org/W2023912726","https://openalex.org/W2038689438","https://openalex.org/W2040694031","https://openalex.org/W2056147691","https://openalex.org/W2056892360","https://openalex.org/W2060019069","https://openalex.org/W2062706202","https://openalex.org/W2087347434","https://openalex.org/W2104930442","https://openalex.org/W2104933073","https://openalex.org/W2106706488","https://openalex.org/W2123528492","https://openalex.org/W2123848958","https://openalex.org/W2140944144","https://openalex.org/W2148268262","https://openalex.org/W2150374621","https://openalex.org/W2161685211","https://openalex.org/W2169284845","https://openalex.org/W2270804694","https://openalex.org/W2296717221","https://openalex.org/W2433854183","https://openalex.org/W2467615517","https://openalex.org/W2558260604","https://openalex.org/W2558355913","https://openalex.org/W2607095142","https://openalex.org/W2750378047","https://openalex.org/W2757322916","https://openalex.org/W2765545560","https://openalex.org/W2783830666","https://openalex.org/W2789246757","https://openalex.org/W2791535658","https://openalex.org/W2805061797","https://openalex.org/W2806033632","https://openalex.org/W2911964244","https://openalex.org/W2914170396","https://openalex.org/W2919115771","https://openalex.org/W2942821150","https://openalex.org/W2952841846","https://openalex.org/W2969571198","https://openalex.org/W3009693843","https://openalex.org/W3104887532","https://openalex.org/W3126824885"],"related_works":["https://openalex.org/W2996209496","https://openalex.org/W1983504371","https://openalex.org/W3136965721","https://openalex.org/W2952841846","https://openalex.org/W4388573179","https://openalex.org/W3201471329","https://openalex.org/W4200615976","https://openalex.org/W4414207660","https://openalex.org/W3159587492","https://openalex.org/W2558260604"],"abstract_inverted_index":{"The":[0,64,103],"need":[1],"for":[2,73,77,139],"automatic":[3],"detection":[4],"and":[5,53,115,136,163],"classification":[6],"of":[7,13,29,81,100,142,161,185],"high-frequency":[8],"oscillations":[9],"(HFOs)":[10],"as":[11],"biomarkers":[12],"the":[14,21,27,35,70,132,140,148,154,168,183],"epileptogenic":[15],"tissue":[16],"is":[17],"strongly":[18],"felt":[19],"in":[20,159],"clinical":[22],"field.":[23],"In":[24,89],"this":[25,40,90,174],"context,":[26],"employment":[28],"artificial":[30],"intelligence":[31],"methods":[32,152],"could":[33,130,177],"be":[34],"missing":[36],"piece":[37],"to":[38,68,86,107,126,167,180],"achieve":[39],"goal.":[41],"This":[42],"work":[43],"proposed":[44],"a":[45,98],"double-step":[46],"procedure":[47,176],"based":[48],"on":[49,56,97],"machine":[50],"learning":[51],"algorithms":[52],"tested":[54,96],"it":[55],"an":[57,78],"intracranial":[58],"electroencephalogram":[59],"(iEEG)":[60],"dataset":[61],"available":[62],"online.":[63],"first":[65],"step":[66,105],"aimed":[67,106],"define":[69],"optimal":[71,79],"length":[72],"signal":[74],"segmentation,":[75],"allowing":[76],"discrimination":[80,141],"segments":[82,110],"with":[83],"HFO":[84],"relative":[85],"those":[87],"without.":[88],"case,":[91],"binary":[92],"classifiers":[93],"have":[94],"been":[95],"set":[99],"energy":[101],"features.":[102],"second":[104],"classify":[108],"these":[109],"into":[111],"ripples,":[112],"fast":[113,116],"ripples":[114,117],"occurring":[118],"during":[119],"ripples.":[120],"Results":[121],"suggest":[122],"that":[123],"LDA":[124],"applied":[125],"10":[127],"ms":[128],"segmentation":[129],"provide":[131],"highest":[133,155],"sensitivity":[134],"(0.874)":[135],"0.776":[137],"specificity":[138,162],"HFOs":[143],"from":[144],"no-HFO":[145],"segments.":[146],"Regarding":[147],"three-class":[149],"classification,":[150],"non-linear":[151],"provided":[153],"values":[156],"(around":[157],"90%)":[158],"terms":[160],"sensitivity,":[164],"significantly":[165],"different":[166],"other":[169],"three":[170],"employed":[171],"algorithms.":[172],"Therefore,":[173],"machine-learning-based":[175],"help":[178],"clinicians":[179],"automatically":[181],"reduce":[182],"quantity":[184],"irrelevant":[186],"data.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-04-17T00:00:00"}