{"id":"https://openalex.org/W4394896187","doi":"https://doi.org/10.1007/978-3-031-56396-6_23","title":"Machine Learning Techniques for the Management of Diseases: A Paper Review","display_name":"Machine Learning Techniques for the Management of Diseases: A Paper Review","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394896187","doi":"https://doi.org/10.1007/978-3-031-56396-6_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-56396-6_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56396-6_23","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"review","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/A5095747812","display_name":"Ngolah Kenneth Tim","orcid":null},"institutions":[{"id":"https://openalex.org/I144693123","display_name":"University of Buea","ror":"https://ror.org/041kdhz15","country_code":"CM","type":"education","lineage":["https://openalex.org/I144693123"]}],"countries":["CM"],"is_corresponding":true,"raw_author_name":"Ngolah Kenneth Tim","raw_affiliation_strings":["Computer Engineering Department, University of Buea, Buea, Cameroon"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, University of Buea, Buea, Cameroon","institution_ids":["https://openalex.org/I144693123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041439252","display_name":"Vivient Corneille Kamla","orcid":"https://orcid.org/0000-0003-3180-5939"},"institutions":[{"id":"https://openalex.org/I59196294","display_name":"University of Ngaound\u00e9r\u00e9","ror":"https://ror.org/03gq1d339","country_code":"CM","type":"education","lineage":["https://openalex.org/I59196294"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Vivient Kamla","raw_affiliation_strings":["Mathematics and Computer Science Department, ENSAI-University of Ngaound\u00e9r\u00e9, Ngaoundere, Cameroon"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Department, ENSAI-University of Ngaound\u00e9r\u00e9, Ngaoundere, Cameroon","institution_ids":["https://openalex.org/I59196294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026862917","display_name":"Elie Fute Tagne","orcid":"https://orcid.org/0000-0001-8979-7869"},"institutions":[{"id":"https://openalex.org/I144693123","display_name":"University of Buea","ror":"https://ror.org/041kdhz15","country_code":"CM","type":"education","lineage":["https://openalex.org/I144693123"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Elie T. Fute","raw_affiliation_strings":["Computer Engineering Department, University of Buea, Buea, Cameroon"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, University of Buea, Buea, Cameroon","institution_ids":["https://openalex.org/I144693123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5095747812"],"corresponding_institution_ids":["https://openalex.org/I144693123"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12712199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9987999796867371,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.984000027179718,"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/machine-learning","display_name":"Machine learning","score":0.8747684955596924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8688331246376038},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.674971342086792},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6331256628036499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6100204586982727},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5827658176422119},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5539575219154358},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5342962145805359},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.48283085227012634},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.4364808201789856}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.8747684955596924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8688331246376038},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.674971342086792},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6331256628036499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100204586982727},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5827658176422119},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5539575219154358},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5342962145805359},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.48283085227012634},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.4364808201789856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-56396-6_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56396-6_23","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W807187018","https://openalex.org/W1968614217","https://openalex.org/W1983903026","https://openalex.org/W2028806048","https://openalex.org/W2038525357","https://openalex.org/W2108638707","https://openalex.org/W2126337161","https://openalex.org/W2139897147","https://openalex.org/W2146787488","https://openalex.org/W2182573986","https://openalex.org/W2188344066","https://openalex.org/W2474602350","https://openalex.org/W2481757162","https://openalex.org/W2493059890","https://openalex.org/W2516116399","https://openalex.org/W2542624476","https://openalex.org/W2581465409","https://openalex.org/W2585385891","https://openalex.org/W2620794864","https://openalex.org/W2750664433","https://openalex.org/W2752073414","https://openalex.org/W2774982578","https://openalex.org/W2777105798","https://openalex.org/W2802506731","https://openalex.org/W2926974277","https://openalex.org/W2972115999","https://openalex.org/W3014961874","https://openalex.org/W3018492956","https://openalex.org/W3035941285","https://openalex.org/W3036756697","https://openalex.org/W3040299034","https://openalex.org/W3080142561","https://openalex.org/W3090295074","https://openalex.org/W3105712592","https://openalex.org/W3106916845","https://openalex.org/W3128914156","https://openalex.org/W3137773357","https://openalex.org/W3161379985","https://openalex.org/W3166254754","https://openalex.org/W3169022168","https://openalex.org/W4205886613","https://openalex.org/W4214700231","https://openalex.org/W4214707325","https://openalex.org/W4224242466","https://openalex.org/W4225642686","https://openalex.org/W4280575807"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W4367336074","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W3154045278","https://openalex.org/W4379620016","https://openalex.org/W4393666307","https://openalex.org/W3210764983","https://openalex.org/W4393443811","https://openalex.org/W4367335949"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
