{"id":"https://openalex.org/W2980163862","doi":"https://doi.org/10.1007/978-3-030-32251-9_25","title":"Uncertainty-Informed Detection of Epileptogenic Brain Malformations Using Bayesian Neural Networks","display_name":"Uncertainty-Informed Detection of Epileptogenic Brain Malformations Using Bayesian Neural Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2980163862","doi":"https://doi.org/10.1007/978-3-030-32251-9_25","mag":"2980163862"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32251-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32251-9_25","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/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5002190177","display_name":"Ravnoor Gill","orcid":"https://orcid.org/0000-0001-9287-591X"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ravnoor S. Gill","raw_affiliation_strings":["Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026728473","display_name":"Beno\u00eet Caldairou","orcid":"https://orcid.org/0000-0002-2065-4859"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Benoit Caldairou","raw_affiliation_strings":["Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070848254","display_name":"Neda Bernasconi","orcid":"https://orcid.org/0000-0002-8947-9518"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Neda Bernasconi","raw_affiliation_strings":["Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075090194","display_name":"Andrea Bernasconi","orcid":"https://orcid.org/0000-0001-9358-5703"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrea Bernasconi","raw_affiliation_strings":["Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Center, Montreal Neurological Institute (MNI), Montreal, QC, Canada","institution_ids":["https://openalex.org/I1292859797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002190177"],"corresponding_institution_ids":["https://openalex.org/I1292859797"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.2255,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97393216,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child 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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child 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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.822296142578125},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7624810934066772},{"id":"https://openalex.org/keywords/cortical-dysplasia","display_name":"Cortical dysplasia","score":0.7129923105239868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6227593421936035},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5517697334289551},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5225653052330017},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4714288115501404},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4185388684272766},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3953999876976013},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.32571133971214294},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.10201841592788696},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10013231635093689},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.08613762259483337}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.822296142578125},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7624810934066772},{"id":"https://openalex.org/C2777060296","wikidata":"https://www.wikidata.org/wiki/Q1316942","display_name":"Cortical dysplasia","level":3,"score":0.7129923105239868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6227593421936035},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5517697334289551},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5225653052330017},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4714288115501404},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4185388684272766},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3953999876976013},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.32571133971214294},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.10201841592788696},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10013231635093689},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.08613762259483337}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-32251-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32251-9_25","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/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W601603264","https://openalex.org/W1975304462","https://openalex.org/W2025009638","https://openalex.org/W2057298051","https://openalex.org/W2095512333","https://openalex.org/W2105727230","https://openalex.org/W2153295642","https://openalex.org/W2157848968","https://openalex.org/W2280418237","https://openalex.org/W2567150859","https://openalex.org/W2580798480","https://openalex.org/W2592929672","https://openalex.org/W2755934158","https://openalex.org/W2887926055","https://openalex.org/W2890571316","https://openalex.org/W2919115771","https://openalex.org/W2951965145","https://openalex.org/W2964212410","https://openalex.org/W2971561076"],"related_works":["https://openalex.org/W2057348547","https://openalex.org/W2412124549","https://openalex.org/W1498762382","https://openalex.org/W2090801953","https://openalex.org/W2054702877","https://openalex.org/W4307585278","https://openalex.org/W2574014653","https://openalex.org/W149256433","https://openalex.org/W4386421097","https://openalex.org/W2074904157"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
