{"id":"https://openalex.org/W4283712913","doi":"https://doi.org/10.1109/atsip55956.2022.9805895","title":"DL segmentation and 3D assessment of hippocampal atrophy in mesial temporal lobe epilepsy","display_name":"DL segmentation and 3D assessment of hippocampal atrophy in mesial temporal lobe epilepsy","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4283712913","doi":"https://doi.org/10.1109/atsip55956.2022.9805895"},"language":"en","primary_location":{"id":"doi:10.1109/atsip55956.2022.9805895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip55956.2022.9805895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"},"type":"article","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/A5089889704","display_name":"Chaouch Aymen","orcid":"https://orcid.org/0009-0002-6948-5360"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Chaouch Aymen","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM"],"affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110512706","display_name":"Ben Abdallah Asma","orcid":null},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ben Abdallah Asma","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM"],"affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017213022","display_name":"Rim Ayari","orcid":null},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ayari Rim","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM"],"affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103772595","display_name":"Bedoui Mohamed Hedi","orcid":null},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Bedoui Mohamed Hedi","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM"],"affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging LTIM,Faculty of Medicine of Monastir","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Faculty of Medicine of Monastir, Laboratory of Technology and Medical Imaging LTIM","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033321194","display_name":"Mouna Aissi","orcid":"https://orcid.org/0000-0002-8821-4817"},"institutions":[{"id":"https://openalex.org/I4210167430","display_name":"Hospital Fatuma Bourguiba Monastir","ror":"https://ror.org/05t1yee64","country_code":"TN","type":"healthcare","lineage":["https://openalex.org/I4210167430"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Aissi Mouna","raw_affiliation_strings":["Fattouma Bourguiba Hospital,Neurology Department,Monastir"],"affiliations":[{"raw_affiliation_string":"Fattouma Bourguiba Hospital,Neurology Department,Monastir","institution_ids":["https://openalex.org/I4210167430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089889704"],"corresponding_institution_ids":["https://openalex.org/I166928557"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09685745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.9994999766349792,"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":0.9994999766349792,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/mesial-temporal-lobe-epilepsy","display_name":"Mesial temporal lobe epilepsy","score":0.7602201104164124},{"id":"https://openalex.org/keywords/temporal-lobe","display_name":"Temporal lobe","score":0.737226128578186},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.677992045879364},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6689765453338623},{"id":"https://openalex.org/keywords/hippocampal-formation","display_name":"Hippocampal formation","score":0.6538302898406982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6496050953865051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6179688572883606},{"id":"https://openalex.org/keywords/atrophy","display_name":"Atrophy","score":0.55439293384552},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.514467716217041},{"id":"https://openalex.org/keywords/hippocampus","display_name":"Hippocampus","score":0.4952971041202545},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46961623430252075},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.41597023606300354},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3320239782333374},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.28003478050231934},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23441779613494873},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16868677735328674},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12733349204063416},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12672340869903564}],"concepts":[{"id":"https://openalex.org/C2994116697","wikidata":"https://www.wikidata.org/wiki/Q616667","display_name":"Mesial temporal lobe epilepsy","level":4,"score":0.7602201104164124},{"id":"https://openalex.org/C2781099131","wikidata":"https://www.wikidata.org/wiki/Q744385","display_name":"Temporal lobe","level":3,"score":0.737226128578186},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.677992045879364},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6689765453338623},{"id":"https://openalex.org/C148762608","wikidata":"https://www.wikidata.org/wiki/Q3748185","display_name":"Hippocampal formation","level":2,"score":0.6538302898406982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6496050953865051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6179688572883606},{"id":"https://openalex.org/C2781172350","wikidata":"https://www.wikidata.org/wiki/Q194520","display_name":"Atrophy","level":2,"score":0.55439293384552},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.514467716217041},{"id":"https://openalex.org/C2781161787","wikidata":"https://www.wikidata.org/wiki/Q48360","display_name":"Hippocampus","level":2,"score":0.4952971041202545},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46961623430252075},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.41597023606300354},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3320239782333374},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.28003478050231934},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23441779613494873},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16868677735328674},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12733349204063416},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12672340869903564},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/atsip55956.2022.9805895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip55956.2022.9805895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1986063939","https://openalex.org/W1998710995","https://openalex.org/W2000811288","https://openalex.org/W2002317701","https://openalex.org/W2004293194","https://openalex.org/W2005456723","https://openalex.org/W2010669774","https://openalex.org/W2020281498","https://openalex.org/W2034162182","https://openalex.org/W2043404871","https://openalex.org/W2043972515","https://openalex.org/W2066923805","https://openalex.org/W2077555834","https://openalex.org/W2080211545","https://openalex.org/W2093112403","https://openalex.org/W2104517703","https://openalex.org/W2113411166","https://openalex.org/W2134273344","https://openalex.org/W2149308478","https://openalex.org/W2154562349","https://openalex.org/W2913605009","https://openalex.org/W2919115771","https://openalex.org/W2995792562","https://openalex.org/W3000333530","https://openalex.org/W6637242042"],"related_works":["https://openalex.org/W2793363393","https://openalex.org/W2078396110","https://openalex.org/W2039911756","https://openalex.org/W2158545455","https://openalex.org/W2532636932","https://openalex.org/W756880073","https://openalex.org/W2105574527","https://openalex.org/W2521395370","https://openalex.org/W4401570560","https://openalex.org/W2071627442"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,32,39],"complete":[6,40],"chain":[7,41],"for":[8,96],"the":[9,23,44,66,69,94,97],"automatic":[10,51],"quantification":[11],"of":[12,38,43,53,65],"hippocampal":[13],"atrophy":[14],"in":[15],"mesial":[16],"temporal":[17],"lobe":[18],"epilepsy":[19],"(MTE),":[20],"by":[21,68,93],"assessing":[22],"asymmetry":[24],"between":[25],"right":[26],"and":[27,63,102],"left":[28],"hippocampus":[29],"based":[30,56],"on":[31,57],"volumetric":[33],"calculation.":[34],"Our":[35],"approach":[36],"consists":[37],"composed":[42],"following":[45],"steps:":[46],"image":[47],"pre-processing,":[48],"data":[49],"augmentation,":[50],"segmentation":[52],"2D":[54],"images":[55],"Deep":[58],"Learning":[59],"(DL),":[60],"particularly":[61],"CNN":[62],"evaluation":[64],"results":[67,74],"usual":[70],"metrics":[71],"retained.":[72],"The":[73,78],"obtained":[75,81],"are":[76],"encouraging.":[77],"best":[79],"Dice":[80],"with":[82],"our":[83],"method":[84],"was":[85],"0.86":[86],"which":[87],"is":[88],"higher":[89],"than":[90],"those":[91],"reported":[92],"literature":[95],"same":[98],"dataset,":[99],"93%":[100],"sensitivity,":[101],"2.23":[103],"as":[104],"Hasdroff":[105],"distance.":[106]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
