{"id":"https://openalex.org/W3197784004","doi":"https://doi.org/10.1007/978-3-030-86472-9_15","title":"Medical-Based Text Classification Using FastText Features and CNN-LSTM Model","display_name":"Medical-Based Text Classification Using FastText Features and CNN-LSTM Model","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3197784004","doi":"https://doi.org/10.1007/978-3-030-86472-9_15","mag":"3197784004"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86472-9_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86472-9_15","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/A5001503769","display_name":"Mohamed Walid Zeghdaoui","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210165553","display_name":"SWOG Cancer Research Network","ror":"https://ror.org/05n6zrm60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884","https://openalex.org/I4210165553"]}],"countries":["FR","US"],"is_corresponding":true,"raw_author_name":"Mohamed Walid Zeghdaoui","raw_affiliation_strings":["Sword Group - 9, St-Didier-au-Mont-d\u2019Or, France","Universit\u00e9 de Lyon, Universit\u00e9 Lyon 2, ERIC Lab, Lyon, France","Sword Group - 9, St-Didier-au-Mont-d'Or, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sword Group - 9, St-Didier-au-Mont-d\u2019Or, France","institution_ids":["https://openalex.org/I4210165553"]},{"raw_affiliation_string":"Universit\u00e9 de Lyon, Universit\u00e9 Lyon 2, ERIC Lab, Lyon, France","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"Sword Group - 9, St-Didier-au-Mont-d'Or, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080801111","display_name":"Omar Boussa\u00efd","orcid":"https://orcid.org/0000-0001-6388-3152"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Omar Boussaid","raw_affiliation_strings":["Universit\u00e9 de Lyon, Universit\u00e9 Lyon 2, ERIC Lab, Lyon, France"],"raw_orcid":"https://orcid.org/0000-0001-6388-3152","affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lyon, Universit\u00e9 Lyon 2, ERIC Lab, Lyon, France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044238058","display_name":"Fadila Bentayeb","orcid":"https://orcid.org/0000-0002-7404-0852"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fadila Bentayeb","raw_affiliation_strings":["Universit\u00e9 de Lyon, Universit\u00e9 Lyon 2, ERIC Lab, Lyon, France"],"raw_orcid":"https://orcid.org/0000-0002-7404-0852","affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lyon, Universit\u00e9 Lyon 2, ERIC Lab, Lyon, France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076123472","display_name":"Frederik Joly","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165553","display_name":"SWOG Cancer Research Network","ror":"https://ror.org/05n6zrm60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884","https://openalex.org/I4210165553"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frederik Joly","raw_affiliation_strings":["Sword Group - 9, St-Didier-au-Mont-d\u2019Or, France","Sword Group - 9, St-Didier-au-Mont-d'Or, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sword Group - 9, St-Didier-au-Mont-d\u2019Or, France","institution_ids":["https://openalex.org/I4210165553"]},{"raw_affiliation_string":"Sword Group - 9, St-Didier-au-Mont-d'Or, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001503769"],"corresponding_institution_ids":["https://openalex.org/I100532134","https://openalex.org/I4210165553"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4359,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83979885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"155","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980999827384949,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9922999739646912,"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":0.8796000480651855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7342613935470581},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6301742792129517},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.49553096294403076},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4876162111759186},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4812771677970886},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47897958755493164},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.47663649916648865},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4594399034976959},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4496949315071106},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.43238309025764465},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40270566940307617},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3711148500442505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8796000480651855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7342613935470581},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6301742792129517},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.49553096294403076},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4876162111759186},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4812771677970886},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47897958755493164},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.47663649916648865},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4594399034976959},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4496949315071106},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.43238309025764465},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40270566940307617},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3711148500442505},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-86472-9_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86472-9_15","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"},{"id":"pmh:oai:HAL:hal-04877054v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04877054","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Database and Expert Systems Applications (DEXA2021), Sep 2021, Vienna, Austria. pp.155-167, ⟨10.1007/978-3-030-86472-9_15⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1562615108","https://openalex.org/W1832693441","https://openalex.org/W2039741433","https://openalex.org/W2106758503","https://openalex.org/W2117130368","https://openalex.org/W2120615054","https://openalex.org/W2170240176","https://openalex.org/W2251849926","https://openalex.org/W2413904250","https://openalex.org/W2470673105","https://openalex.org/W2481271618","https://openalex.org/W2563351168","https://openalex.org/W2608637474","https://openalex.org/W2740721704","https://openalex.org/W2771148921","https://openalex.org/W2798754355","https://openalex.org/W2937423263","https://openalex.org/W2950562763","https://openalex.org/W2963126915","https://openalex.org/W2964046515","https://openalex.org/W2994401446","https://openalex.org/W3019166713","https://openalex.org/W3105625590"],"related_works":["https://openalex.org/W2358294942","https://openalex.org/W4317422759","https://openalex.org/W4385770464","https://openalex.org/W4367460280","https://openalex.org/W4206165639","https://openalex.org/W4387490204","https://openalex.org/W2050712820","https://openalex.org/W4224262160","https://openalex.org/W4389848424","https://openalex.org/W4388937883"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}