{"id":"https://openalex.org/W2981363573","doi":"https://doi.org/10.1007/978-3-030-32065-2_22","title":"A Machine Learning Model for Automation of Ligament Injury Detection Process","display_name":"A Machine Learning Model for Automation of Ligament Injury Detection Process","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2981363573","doi":"https://doi.org/10.1007/978-3-030-32065-2_22","mag":"2981363573"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32065-2_22","doi":"https://doi.org/10.1007/978-3-030-32065-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32065-2_22","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W3185240253","display_name":"Model and Data Engineering"},"type":"conference-paper","is_traditional":true,"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/A5001889649","display_name":"Cheikh Salmi","orcid":"https://orcid.org/0000-0001-7131-6158","observed_orcids":["https://orcid.org/0000-0001-7131-6158"]},"institutions":[{"id":"https://openalex.org/I3121272148","display_name":"University of Boumerdes","ror":"https://ror.org/02dveg925","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3121272148"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Cheikh Salmi","raw_affiliation_strings":["LIMOSE, University of M\u2019Hamed Bougarra, Boumerdes, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMOSE, University of M\u2019Hamed Bougarra, Boumerdes, Algeria","institution_ids":["https://openalex.org/I3121272148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066229088","display_name":"Akram Lebcir","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3121272148","display_name":"University of Boumerdes","ror":"https://ror.org/02dveg925","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3121272148"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Akram Lebcir","raw_affiliation_strings":["HCA Kouba, Algiers, Algeria","University of M\u2019Hamed Bougarra, Boumerdes, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HCA Kouba, Algiers, Algeria","institution_ids":[]},{"raw_affiliation_string":"University of M\u2019Hamed Bougarra, Boumerdes, Algeria","institution_ids":["https://openalex.org/I3121272148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001788880","display_name":"Ali Menaouer Djemmal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3121272148","display_name":"University of Boumerdes","ror":"https://ror.org/02dveg925","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3121272148"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ali Menaouer Djemmal","raw_affiliation_strings":["University of M\u2019Hamed Bougarra, Boumerdes, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of M\u2019Hamed Bougarra, Boumerdes, Algeria","institution_ids":["https://openalex.org/I3121272148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089596021","display_name":"Abdelhamid Lebcir","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3121272148","display_name":"University of Boumerdes","ror":"https://ror.org/02dveg925","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3121272148"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelhamid Lebcir","raw_affiliation_strings":["HCA Kouba, Algiers, Algeria","University of M\u2019Hamed Bougarra, Boumerdes, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HCA Kouba, Algiers, Algeria","institution_ids":[]},{"raw_affiliation_string":"University of M\u2019Hamed Bougarra, Boumerdes, Algeria","institution_ids":["https://openalex.org/I3121272148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050926456","display_name":"Nasserdine Boubendir","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nasserdine Boubendir","raw_affiliation_strings":["HCA Kouba, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HCA Kouba, Algiers, Algeria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001889649"],"corresponding_institution_ids":["https://openalex.org/I3121272148"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.1635014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"317","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.3407999873161316,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.3407999873161316,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.29249998927116394,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T10442","display_name":"Knee injuries and reconstruction techniques","score":0.23579999804496765,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/anterior-cruciate-ligament","display_name":"anterior cruciate ligament","score":0.9079999923706055},{"id":"https://openalex.org/keywords/knee-mri","display_name":"knee MRI","score":0.9449999928474426},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8840000033378601},{"id":"https://openalex.org/keywords/automated-medical-image-analysis","display_name":"automated medical image analysis","score":0.492000013589859},{"id":"https://openalex.org/keywords/sports-injuries","display_name":"sports injuries","score":0.8270000219345093},{"id":"https://openalex.org/keywords/meniscal-lesions","display_name":"meniscal lesions","score":0.574999988079071},{"id":"https://openalex.org/keywords/radiologist-workload-reduction","display_name":"radiologist workload reduction","score":0.6330000162124634}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6855202913284302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6315452456474304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.611237645149231},{"id":"https://openalex.org/C2778434673","wikidata":"https://www.wikidata.org/wiki/Q611127","display_name":"Anterior cruciate ligament","level":2,"score":0.5804221630096436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5624121427536011},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5047231912612915},{"id":"https://openalex.org/C2779753412","wikidata":"https://www.wikidata.org/wiki/Q39888","display_name":"Ligament","level":2,"score":0.44414186477661133},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3089229464530945},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2262149155139923}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-32065-2_22","doi":"https://doi.org/10.1007/978-3-030-32065-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32065-2_22","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W67074056","https://openalex.org/W1566135517","https://openalex.org/W1665214252","https://openalex.org/W1980287119","https://openalex.org/W1985605499","https://openalex.org/W1995341919","https://openalex.org/W2013525763","https://openalex.org/W2020018978","https://openalex.org/W2026908614","https://openalex.org/W2052222137","https://openalex.org/W2095705004","https://openalex.org/W2112106338","https://openalex.org/W2152575748","https://openalex.org/W2183341477","https://openalex.org/W2567121296","https://openalex.org/W2614221804","https://openalex.org/W2783000019","https://openalex.org/W2885303411","https://openalex.org/W2902874468","https://openalex.org/W2963163009","https://openalex.org/W2964121744","https://openalex.org/W2964286272"],"related_works":["https://openalex.org/W4394731743","https://openalex.org/W4285234919","https://openalex.org/W3119150581","https://openalex.org/W7143495650","https://openalex.org/W3141862439","https://openalex.org/W3211448982","https://openalex.org/W3045710029","https://openalex.org/W3120091839","https://openalex.org/W4210896937","https://openalex.org/W7160963433"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-11-01T00:00:00"}