{"id":"https://openalex.org/W2810412248","doi":"https://doi.org/10.1007/978-3-319-95153-9_3","title":"Malaria Detection and Classification Using Machine Learning Algorithms","display_name":"Malaria Detection and Classification Using Machine Learning Algorithms","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2810412248","doi":"https://doi.org/10.1007/978-3-319-95153-9_3","mag":"2810412248"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-95153-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-95153-9_3","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":"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/A5061479621","display_name":"Yaecob Girmay Gezahegn","orcid":null},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Yaecob Girmay Gezahegn","raw_affiliation_strings":["Addis Ababa University, Addis Ababa, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Addis Ababa University, Addis Ababa, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016875065","display_name":"Yirga Hagos G. Medhin","orcid":null},"institutions":[{"id":"https://openalex.org/I74813324","display_name":"Mekelle University","ror":"https://ror.org/04bpyvy69","country_code":"ET","type":"education","lineage":["https://openalex.org/I74813324"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Yirga Hagos G. Medhin","raw_affiliation_strings":["Mekelle University, Mekelle, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mekelle University, Mekelle, Ethiopia","institution_ids":["https://openalex.org/I74813324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067785418","display_name":"Eneyew Adugna Etsub","orcid":null},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Eneyew Adugna Etsub","raw_affiliation_strings":["Addis Ababa University, Addis Ababa, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Addis Ababa University, Addis Ababa, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048250376","display_name":"Gereziher Niguse G. Tekele","orcid":null},"institutions":[{"id":"https://openalex.org/I74813324","display_name":"Mekelle University","ror":"https://ror.org/04bpyvy69","country_code":"ET","type":"education","lineage":["https://openalex.org/I74813324"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Gereziher Niguse G. Tekele","raw_affiliation_strings":["Mekelle University, Mekelle, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mekelle University, Mekelle, Ethiopia","institution_ids":["https://openalex.org/I74813324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0906,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.4868905,"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":"24","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":1.0,"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"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.7384445667266846},{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.7290040254592896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7062234878540039},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6601888537406921},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5866007804870605},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5661628246307373},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.49219217896461487},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46407702565193176},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.43039655685424805},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4257560968399048},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4236815571784973},{"id":"https://openalex.org/keywords/diagnosis-of-malaria","display_name":"Diagnosis of malaria","score":0.421028196811676},{"id":"https://openalex.org/keywords/plasmodium-falciparum","display_name":"Plasmodium falciparum","score":0.25329458713531494},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1409342885017395},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13298124074935913}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.7384445667266846},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.7290040254592896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7062234878540039},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6601888537406921},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5866007804870605},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5661628246307373},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.49219217896461487},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46407702565193176},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.43039655685424805},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4257560968399048},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4236815571784973},{"id":"https://openalex.org/C2779810223","wikidata":"https://www.wikidata.org/wiki/Q5270339","display_name":"Diagnosis of malaria","level":4,"score":0.421028196811676},{"id":"https://openalex.org/C2778371730","wikidata":"https://www.wikidata.org/wiki/Q311383","display_name":"Plasmodium falciparum","level":3,"score":0.25329458713531494},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1409342885017395},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13298124074935913},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-95153-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-95153-9_3","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":[{"id":"https://metadata.un.org/sdg/3","score":0.7200000286102295,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W431104351","https://openalex.org/W1966136583","https://openalex.org/W1972664309","https://openalex.org/W2072883612","https://openalex.org/W2113224665","https://openalex.org/W2113624312","https://openalex.org/W2119821739","https://openalex.org/W2147943362","https://openalex.org/W2151103935","https://openalex.org/W2788073857","https://openalex.org/W4247086295","https://openalex.org/W6643418607"],"related_works":["https://openalex.org/W2049930962","https://openalex.org/W2245396768","https://openalex.org/W2045789442","https://openalex.org/W2400183202","https://openalex.org/W2311803563","https://openalex.org/W1985419204","https://openalex.org/W2148354138","https://openalex.org/W3107914858","https://openalex.org/W2377013271","https://openalex.org/W2751658562"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}