{"id":"https://openalex.org/W2676561763","doi":"https://doi.org/10.1109/isbi.2017.7950589","title":"Automatic identification of successful memory encoding in stereo-eeg of refractory, mesial temporal lobe epilepsy","display_name":"Automatic identification of successful memory encoding in stereo-eeg of refractory, mesial temporal lobe epilepsy","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2676561763","doi":"https://doi.org/10.1109/isbi.2017.7950589","mag":"2676561763","pmid":"https://pubmed.ncbi.nlm.nih.gov/31741702"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2017.7950589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950589","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5089654819","display_name":"A. Fazel Famili","orcid":null},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Afarin Famili","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051380074","display_name":"Gowtham Krishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gowtham Krishnan","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043001042","display_name":"Elizabeth M. Davenport","orcid":"https://orcid.org/0000-0002-8765-6584"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth Davenport","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033502410","display_name":"James Germi","orcid":null},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Germi","raw_affiliation_strings":["Department of Neurosurgery, University of Texas Southwestern, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, University of Texas Southwestern, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114140554","display_name":"Ben Wagner","orcid":null},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Wagner","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001931286","display_name":"Bradley Lega","orcid":"https://orcid.org/0000-0003-3634-406X"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley Lega","raw_affiliation_strings":["Department of Neurosurgery, University of Texas Southwestern, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, University of Texas Southwestern, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068432327","display_name":"Albert Montillo","orcid":"https://orcid.org/0000-0002-4353-290X"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Albert Montillo","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5089654819"],"corresponding_institution_ids":["https://openalex.org/I867280407"],"apc_list":null,"apc_paid":null,"fwci":0.1754,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53381959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2017","issue":null,"first_page":"587","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.9997000098228455,"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/T10094","display_name":"Epilepsy research and treatment","score":0.9997000098228455,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9997000098228455,"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":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.6905150413513184},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.5950095653533936},{"id":"https://openalex.org/keywords/temporal-lobe","display_name":"Temporal lobe","score":0.5797933340072632},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.574297308921814},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5446060299873352},{"id":"https://openalex.org/keywords/epilepsy-surgery","display_name":"Epilepsy surgery","score":0.5003156661987305},{"id":"https://openalex.org/keywords/stereoelectroencephalography","display_name":"Stereoelectroencephalography","score":0.46205368638038635},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41808170080184937},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32073426246643066},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2726016640663147},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.26280635595321655},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.1927996575832367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6905150413513184},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.5950095653533936},{"id":"https://openalex.org/C2781099131","wikidata":"https://www.wikidata.org/wiki/Q744385","display_name":"Temporal lobe","level":3,"score":0.5797933340072632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.574297308921814},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5446060299873352},{"id":"https://openalex.org/C2780803581","wikidata":"https://www.wikidata.org/wiki/Q1347108","display_name":"Epilepsy surgery","level":3,"score":0.5003156661987305},{"id":"https://openalex.org/C98254291","wikidata":"https://www.wikidata.org/wiki/Q7611238","display_name":"Stereoelectroencephalography","level":4,"score":0.46205368638038635},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41808170080184937},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32073426246643066},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2726016640663147},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.26280635595321655},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.1927996575832367}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi.2017.7950589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950589","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)","raw_type":"proceedings-article"},{"id":"pmid:31741702","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31741702","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":"Proceedings. IEEE International Symposium on Biomedical Imaging","raw_type":null},{"id":"pmh:oai:europepmc.org:5822338","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6859446","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1485503468","https://openalex.org/W1531725147","https://openalex.org/W2005821483","https://openalex.org/W2020988705","https://openalex.org/W2069762463","https://openalex.org/W2115810652","https://openalex.org/W2141007997","https://openalex.org/W2146749730","https://openalex.org/W2430394775","https://openalex.org/W6629149741"],"related_works":["https://openalex.org/W2082833331","https://openalex.org/W3032587901","https://openalex.org/W3029566852","https://openalex.org/W2005034415","https://openalex.org/W2034474299","https://openalex.org/W4324330064","https://openalex.org/W4387229259","https://openalex.org/W2597914676","https://openalex.org/W2469211511","https://openalex.org/W4212797485"],"abstract_inverted_index":{"Surgical":[0],"resection":[1],"of":[2,4,11,46,105,118,122,137,158,211],"portions":[3],"the":[5,9,50,75,110,129,166,203],"temporal":[6,18],"lobe":[7,19],"is":[8,61],"standard":[10],"care":[12],"for":[13,147,176],"patients":[14,60,187],"with":[15],"refractory":[16],"mesial":[17],"epilepsy.":[20],"While":[21],"this":[22,71],"reduces":[23],"seizures,":[24],"it":[25],"often":[26],"results":[27],"in":[28,39,58,78,90,202],"an":[29],"inability":[30],"to":[31,37,54,66,141,193],"form":[32,55,142],"new":[33,56],"memories,":[34],"which":[35,163,170],"leads":[36],"difficulties":[38],"social":[40],"situations,":[41],"learning,":[42],"and":[43,153,161,169],"suboptimal":[44],"quality":[45],"life.":[47],"Learning":[48],"about":[49],"success":[51],"or":[52],"failure":[53],"memory":[57,80,200],"such":[59],"critical":[62],"if":[63],"we":[64,73,100,127,151],"are":[65,85,97,173],"generate":[67],"neuromodulation-based":[68],"therapies.":[69],"To":[70],"end,":[72],"tackle":[74],"many":[76],"challenges":[77],"analyzing":[79],"formation":[81,201],"when":[82],"their":[83],"brains":[84],"recorded":[86],"using":[87],"stereoencephalography":[88],"(sEEG)":[89],"a":[91,102],"Free":[92],"Recall":[93],"task.":[94],"Our":[95],"contributions":[96],"threefold.":[98],"First,":[99],"compute":[101],"rich":[103,130],"measure":[104],"brain":[106,139,171,205],"connectivity":[107],"by":[108],"computing":[109],"phase":[111],"locking":[112],"value":[113],"statistic":[114],"(synchrony)":[115],"between":[116],"pairs":[117],"regions,":[119],"over":[120],"hundreds":[121],"word":[123],"memorization":[124],"trials.":[125],"Second,":[126],"leverage":[128],"information":[131],"(over":[132],"400":[133],"values":[134],"per":[135],"pair":[136],"probed":[138],"regions)":[140],"consistent":[143],"length":[144],"feature":[145],"vectors":[146],"classifier":[148,159],"training.":[149],"Third,":[150],"train":[152],"evaluate":[154],"seven":[155],"different":[156],"types":[157],"models":[160],"identify":[162],"ones":[164],"achieve":[165,191],"highest":[167],"accuracy":[168,195],"features":[172],"most":[174],"important":[175],"high":[177],"accuracy.":[178],"We":[179,190],"assess":[180],"our":[181],"approach":[182],"on":[183],"data":[184],"from":[185,198,206],"37":[186],"pre-resection":[188],"surgery.":[189],"up":[192],"73%":[194],"distinguishing":[196],"successful":[197],"unsuccessful":[199],"human":[204],"just":[207],"1.6":[208],"sec":[209],"epochs":[210],"sEEG":[212],"data.":[213]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
