{"id":"https://openalex.org/W4312952650","doi":"https://doi.org/10.1007/978-3-031-21753-1_52","title":"Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation","display_name":"Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312952650","doi":"https://doi.org/10.1007/978-3-031-21753-1_52"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21753-1_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21753-1_52","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":"conference-paper","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/A5030181548","display_name":"Nada Haj Messaoud","orcid":"https://orcid.org/0000-0001-6243-1373"},"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":"Nada Haj Messaoud","raw_affiliation_strings":["Faculty of Sciences of Monastir (FSM), University of Monastir, Monastir, Tunisia","Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia"],"raw_orcid":"https://orcid.org/0000-0001-6243-1373","affiliations":[{"raw_affiliation_string":"Faculty of Sciences of Monastir (FSM), University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054855229","display_name":"Asma Mansour","orcid":"https://orcid.org/0000-0002-6235-9196"},"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":"Asma Mansour","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-6235-9196","affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia","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":"Rim Ayari","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-8292-7656","affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061299258","display_name":"Asma Ben Abdallah","orcid":"https://orcid.org/0000-0001-7821-7734"},"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":"Asma Ben Abdallah","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia"],"raw_orcid":"https://orcid.org/0000-0001-7821-7734","affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","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":"Mouna Aissi","raw_affiliation_strings":["Neurology Department, Fatouma Bouguiba Hospital, Monastir, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-8821-4817","affiliations":[{"raw_affiliation_string":"Neurology Department, Fatouma Bouguiba Hospital, Monastir, Tunisia","institution_ids":["https://openalex.org/I4210167430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110971388","display_name":"Mahbouba Frih","orcid":null},"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":"Mahbouba Frih","raw_affiliation_strings":["Neurology Department, Fatouma Bouguiba Hospital, Monastir, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurology Department, Fatouma Bouguiba Hospital, Monastir, Tunisia","institution_ids":["https://openalex.org/I4210167430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067525029","display_name":"Mohamed H\u00e9di Bedoui","orcid":"https://orcid.org/0000-0003-4846-1722"},"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":"Mohamed Hedi Bedoui","raw_affiliation_strings":["Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia"],"raw_orcid":"https://orcid.org/0000-0003-4846-1722","affiliations":[{"raw_affiliation_string":"Laboratory of Technology and Medical Imaging, Faculty of Medicine, University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030181548"],"corresponding_institution_ids":["https://openalex.org/I166928557"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2073,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49304988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"540","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9958999752998352,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8784396648406982},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7391981482505798},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6576217412948608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6512565016746521},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.6075724363327026},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5678043961524963},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5161546468734741},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.467158704996109},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4157130718231201}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8784396648406982},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7391981482505798},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6576217412948608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6512565016746521},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.6075724363327026},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5678043961524963},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5161546468734741},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.467158704996109},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4157130718231201},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21753-1_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21753-1_52","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2194775991","https://openalex.org/W2332066482","https://openalex.org/W2342591535","https://openalex.org/W2575552683","https://openalex.org/W2804662093","https://openalex.org/W2900299818","https://openalex.org/W2903617078","https://openalex.org/W2908880179","https://openalex.org/W2909173434","https://openalex.org/W2963446712","https://openalex.org/W3101062761","https://openalex.org/W3101769997","https://openalex.org/W3119458123","https://openalex.org/W3162335705","https://openalex.org/W4285078956"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W3213976941","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W4285161415","https://openalex.org/W2604192360","https://openalex.org/W4400659363"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}