{"id":"https://openalex.org/W2989277642","doi":"https://doi.org/10.1007/978-3-030-34863-2_15","title":"Towards an Efficient Prediction Model of Malaria Cases in Senegal","display_name":"Towards an Efficient Prediction Model of Malaria Cases in Senegal","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2989277642","doi":"https://doi.org/10.1007/978-3-030-34863-2_15","mag":"2989277642"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-34863-2_15","doi":"https://doi.org/10.1007/978-3-030-34863-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34863-2_15","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,"listed_in":["jufo-1","norway-1"],"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"},"volume":{"id":"https://openalex.org/W4251334680","display_name":"Innovations and Interdisciplinary Solutions for Underserved Areas"},"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/A5019008791","display_name":"Ousseynou Mbaye","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210137601","display_name":"Universit\u00e9 Alioune Diop de Bambey","ror":"https://ror.org/0485abs19","country_code":"SN","type":"education","lineage":["https://openalex.org/I4210137601"]}],"countries":["SN"],"is_corresponding":false,"raw_author_name":"Ousseynou Mbaye","raw_affiliation_strings":["LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal","institution_ids":["https://openalex.org/I4210137601"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mouhamadou Lamine Ba","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210137601","display_name":"Universit\u00e9 Alioune Diop de Bambey","ror":"https://ror.org/0485abs19","country_code":"SN","type":"education","lineage":["https://openalex.org/I4210137601"]}],"countries":["SN"],"is_corresponding":true,"raw_author_name":"Mouhamadou Lamine Ba","raw_affiliation_strings":["LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal","institution_ids":["https://openalex.org/I4210137601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009396598","display_name":"Gaoussou Camara","orcid":"https://orcid.org/0000-0001-5223-2282","observed_orcids":["https://orcid.org/0000-0001-5223-2282"]},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210137601","display_name":"Universit\u00e9 Alioune Diop de Bambey","ror":"https://ror.org/0485abs19","country_code":"SN","type":"education","lineage":["https://openalex.org/I4210137601"]},{"id":"https://openalex.org/I4210153851","display_name":"Unit\u00e9 de Mod\u00e9lisation Math\u00e9matique et Informatique des Syst\u00e8mes Complexes","ror":"https://ror.org/053kxkj53","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2802818602","https://openalex.org/I39804081","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210153851","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR","SN"],"is_corresponding":false,"raw_author_name":"Gaoussou Camara","raw_affiliation_strings":["LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal","Sorbonne Universit\u00e9, IRD, UMMISCO, 93143, Bondy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal","institution_ids":["https://openalex.org/I4210137601"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, IRD, UMMISCO, 93143, Bondy, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210153851","https://openalex.org/I4210166444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015969914","display_name":"Alassane Sy","orcid":"https://orcid.org/0000-0001-8101-361X","observed_orcids":["https://orcid.org/0000-0001-8101-361X"]},"institutions":[{"id":"https://openalex.org/I4210137601","display_name":"Universit\u00e9 Alioune Diop de Bambey","ror":"https://ror.org/0485abs19","country_code":"SN","type":"education","lineage":["https://openalex.org/I4210137601"]}],"countries":["SN"],"is_corresponding":false,"raw_author_name":"Alassane Sy","raw_affiliation_strings":["LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMA,Universit\u00e9 Alioune Diop, BP 30, Bambey, Senegal","institution_ids":["https://openalex.org/I4210137601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081296130","display_name":"Balla Mback\u00e9 Mboup","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balla Mback\u00e9 Mboup","raw_affiliation_strings":["R\u00e9gion M\u00e9dicale de Diourbel, Diourbel, Senegal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R\u00e9gion M\u00e9dicale de Diourbel, Diourbel, Senegal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038539851","display_name":"Aldiouma Diallo","orcid":"https://orcid.org/0000-0003-0792-6722","observed_orcids":["https://orcid.org/0000-0003-0792-6722"]},"institutions":[{"id":"https://openalex.org/I4210108561","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/015q23935","country_code":"SN","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210108561","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR","SN"],"is_corresponding":false,"raw_author_name":"Aldiouma Diallo","raw_affiliation_strings":["Vitrome, IRD. campus universitaire Hann maristes, BP 1386, Dakar, Senegal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vitrome, IRD. campus universitaire Hann maristes, BP 1386, Dakar, Senegal","institution_ids":["https://openalex.org/I4210108561","https://openalex.org/I4210166444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210137601"],"apc_list":null,"apc_paid":null,"fwci":0.8694,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72751558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9970999956130981,"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":0.9970999956130981,"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/T10091","display_name":"Malaria Research and Control","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malaria","display_name":"malaria","score":0.6259999871253967},{"id":"https://openalex.org/keywords/malaria-diagnosis","display_name":"malaria diagnosis","score":0.6510000228881836},{"id":"https://openalex.org/keywords/automated-diagnosis","display_name":"automated diagnosis","score":0.7390000224113464},{"id":"https://openalex.org/keywords/patient-symptoms","display_name":"patient symptoms","score":0.5519999861717224},{"id":"https://openalex.org/keywords/rapid-diagnostic-tests","display_name":"rapid diagnostic tests","score":0.7910000085830688},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.9020000100135803},{"id":"https://openalex.org/keywords/disease-prediction","display_name":"disease prediction","score":0.6309999823570251},{"id":"https://openalex.org/keywords/senegal","display_name":"Senegal","score":0.6809999942779541},{"id":"https://openalex.org/keywords/semi-synthetic-data","display_name":"semi-synthetic data","score":0.7310000061988831},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.7200000286102295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7704654932022095},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.7285750508308411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3750622868537903},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.08299577236175537},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07785013318061829}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-34863-2_15","doi":"https://doi.org/10.1007/978-3-030-34863-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34863-2_15","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,"listed_in":["jufo-1","norway-1"],"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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9537000060081482}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1512728068","https://openalex.org/W1887369574","https://openalex.org/W1973948212","https://openalex.org/W1983383734","https://openalex.org/W2064186732","https://openalex.org/W2077191558","https://openalex.org/W2103647733","https://openalex.org/W2117897982","https://openalex.org/W2135686852","https://openalex.org/W2150088099","https://openalex.org/W2170017808","https://openalex.org/W2175656510","https://openalex.org/W2214079338","https://openalex.org/W2473691465","https://openalex.org/W2484189903","https://openalex.org/W2521200999","https://openalex.org/W2588743033","https://openalex.org/W2750333654","https://openalex.org/W2768657500","https://openalex.org/W2786001909","https://openalex.org/W2808127013","https://openalex.org/W4299689471"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4367362025","https://openalex.org/W2115261803","https://openalex.org/W2108574175","https://openalex.org/W2347627655","https://openalex.org/W1477123016","https://openalex.org/W2386208584","https://openalex.org/W2226154164","https://openalex.org/W2368864186","https://openalex.org/W3122661184"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2025-10-10T00:00:00"}