{"id":"https://openalex.org/W2749639637","doi":"https://doi.org/10.1007/978-3-319-56994-9_75","title":"Classification of Liver Fibrosis Patients by Multi-dimensional Analysis and SVM Classifier: An Egyptian Case Study","display_name":"Classification of Liver Fibrosis Patients by Multi-dimensional Analysis and SVM Classifier: An Egyptian Case Study","publication_year":2017,"publication_date":"2017-08-18","ids":{"openalex":"https://openalex.org/W2749639637","doi":"https://doi.org/10.1007/978-3-319-56994-9_75","mag":"2749639637"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-56994-9_75","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56994-9_75","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5053412561","display_name":"Usama Bakry","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127704","display_name":"Akhbar El Yom Academy","ror":"https://ror.org/0338q3942","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210127704"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Usama Bakry","raw_affiliation_strings":["Computer Science and Information System, Akhbar El Yom Academy, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science and Information System, Akhbar El Yom Academy, Cairo, Egypt","institution_ids":["https://openalex.org/I4210127704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030476595","display_name":"Heba Ayeldeen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127704","display_name":"Akhbar El Yom Academy","ror":"https://ror.org/0338q3942","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210127704"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Heba Ayeldeen","raw_affiliation_strings":["ISI Research Lab, Computer Science and Information System, Akhbar El Yom Academy, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"ISI Research Lab, Computer Science and Information System, Akhbar El Yom Academy, Cairo, Egypt","institution_ids":["https://openalex.org/I4210127704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057750988","display_name":"Ghada Ayeldeen","orcid":"https://orcid.org/0000-0001-6319-7830"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ghada Ayeldeen","raw_affiliation_strings":["ISI Research Lab, Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Cairo University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"ISI Research Lab, Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Cairo University, Cairo, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060361437","display_name":"Olfat Shaker","orcid":"https://orcid.org/0000-0002-3031-3599"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Olfat Shaker","raw_affiliation_strings":["ISI Research Lab, Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Cairo University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"ISI Research Lab, Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Cairo University, Cairo, Egypt","institution_ids":["https://openalex.org/I145487455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053412561"],"corresponding_institution_ids":["https://openalex.org/I4210127704"],"apc_list":null,"apc_paid":null,"fwci":3.4517,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93317727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1085","last_page":"1095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10151","display_name":"Hepatitis C virus research","score":0.9169999957084656,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8120824098587036},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6387037038803101},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5872472524642944},{"id":"https://openalex.org/keywords/liver-fibrosis","display_name":"Liver fibrosis","score":0.49991941452026367},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48733553290367126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46736499667167664},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4640592336654663},{"id":"https://openalex.org/keywords/hepatic-fibrosis","display_name":"Hepatic fibrosis","score":0.420685350894928},{"id":"https://openalex.org/keywords/fibrosis","display_name":"Fibrosis","score":0.3951275646686554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3817240595817566},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30066055059432983},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19381511211395264}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8120824098587036},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6387037038803101},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5872472524642944},{"id":"https://openalex.org/C2994217296","wikidata":"https://www.wikidata.org/wiki/Q147778","display_name":"Liver fibrosis","level":3,"score":0.49991941452026367},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48733553290367126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46736499667167664},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4640592336654663},{"id":"https://openalex.org/C2993667909","wikidata":"https://www.wikidata.org/wiki/Q147778","display_name":"Hepatic fibrosis","level":3,"score":0.420685350894928},{"id":"https://openalex.org/C2780559512","wikidata":"https://www.wikidata.org/wiki/Q605709","display_name":"Fibrosis","level":2,"score":0.3951275646686554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3817240595817566},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30066055059432983},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19381511211395264}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-56994-9_75","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56994-9_75","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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":15,"referenced_works":["https://openalex.org/W199521455","https://openalex.org/W607505555","https://openalex.org/W1556653975","https://openalex.org/W1564883889","https://openalex.org/W2008099873","https://openalex.org/W2025946383","https://openalex.org/W2044165948","https://openalex.org/W2057320475","https://openalex.org/W2057759287","https://openalex.org/W2119821739","https://openalex.org/W2168922889","https://openalex.org/W2410408753","https://openalex.org/W4236362309","https://openalex.org/W4248718072","https://openalex.org/W4255011254"],"related_works":["https://openalex.org/W2345184372","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2041399278","https://openalex.org/W2160451891","https://openalex.org/W2937631562","https://openalex.org/W2336974148","https://openalex.org/W3174451172","https://openalex.org/W2056016498","https://openalex.org/W3195168932"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}