{"id":"https://openalex.org/W4399769002","doi":"https://doi.org/10.1109/icara60736.2024.10553171","title":"A Review on Computational Methods Based on Deep Learning and Transfer Learning Techniques for Malaria Detection","display_name":"A Review on Computational Methods Based on Deep Learning and Transfer Learning Techniques for Malaria Detection","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4399769002","doi":"https://doi.org/10.1109/icara60736.2024.10553171"},"language":"en","primary_location":{"id":"doi:10.1109/icara60736.2024.10553171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icara60736.2024.10553171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Automation, Robotics and Applications (ICARA)","raw_type":"proceedings-article"},"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/A5060419235","display_name":"Abbas Muhammad Zakariya","orcid":"https://orcid.org/0000-0001-6158-5485"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abbas Muhammad Zakariya","raw_affiliation_strings":["Sakarya University,Department of Computer Engineering,Sakarya,Turkey","Department of Computer Engineering, Sakarya University, Sakarya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sakarya University,Department of Computer Engineering,Sakarya,Turkey","institution_ids":["https://openalex.org/I103703290"]},{"raw_affiliation_string":"Department of Computer Engineering, Sakarya University, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077873644","display_name":"M. Fatih Adak","orcid":"https://orcid.org/0000-0003-4279-0648"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhammed Fatih Adak","raw_affiliation_strings":["Sakarya University,Department of Computer Engineering,Sakarya,Turkey","Department of Computer Engineering, Sakarya University, Sakarya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sakarya University,Department of Computer Engineering,Sakarya,Turkey","institution_ids":["https://openalex.org/I103703290"]},{"raw_affiliation_string":"Department of Computer Engineering, Sakarya University, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I103703290"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"443","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998000264167786,"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":0.9998000264167786,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.964900016784668,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9611999988555908,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.731041669845581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7216455340385437},{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.6791984438896179},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5714324116706848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5582517385482788},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49161940813064575},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06971213221549988}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.731041669845581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7216455340385437},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.6791984438896179},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5714324116706848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5582517385482788},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49161940813064575},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06971213221549988},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icara60736.2024.10553171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icara60736.2024.10553171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Automation, Robotics and Applications (ICARA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W3011334785","https://openalex.org/W3102000527","https://openalex.org/W3209632129","https://openalex.org/W3213139888","https://openalex.org/W4200265413","https://openalex.org/W4205157721","https://openalex.org/W4205405763","https://openalex.org/W4247456275","https://openalex.org/W4255504780","https://openalex.org/W4283693543","https://openalex.org/W4293054837","https://openalex.org/W4293868344","https://openalex.org/W4295308541","https://openalex.org/W4313555326","https://openalex.org/W4320713025","https://openalex.org/W4366492152"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557"],"abstract_inverted_index":{"Malaria":[0],"continues":[1],"to":[2,51,68,97],"pose":[3],"a":[4,29],"significant":[5],"health":[6],"challenge":[7],"worldwide,":[8],"especially":[9],"in":[10,58,87],"most":[11,17,101],"of":[12,27,48,55,82],"under":[13],"developing":[14],"countries":[15],"where":[16],"often":[18],"there":[19],"is":[20,37,85],"limited":[21],"healthcare":[22],"resources.":[23],"A":[24],"death":[25],"toll":[26],"nearly":[28],"million":[30],"every":[31],"year":[32],"from":[33],"two":[34],"decades":[35],"back":[36],"recorded":[38],"by":[39],"the":[40,53,88,99],"World":[41],"Health":[42],"Organization.":[43],"Doctors":[44],"employ":[45],"microscopic":[46],"examination":[47],"patient's":[49],"blood":[50],"identify":[52],"presence":[54],"malaria":[56,83,111],"parasites":[57,84],"its":[59],"initial":[60],"phases,":[61],"yet":[62],"this":[63,91],"method":[64],"encounters":[65],"issues":[66],"related":[67],"both":[69,103],"time":[70],"consumption":[71],"and":[72,79,105],"accuracy.":[73],"The":[74],"need":[75],"for":[76,109],"precise,":[77],"prompt,":[78],"effective":[80,102],"detection":[81],"crucial":[86],"fight":[89],"against":[90],"infectious":[92],"disease.":[93],"This":[94],"review":[95],"aims":[96],"highlight":[98],"recent":[100],"preprocessing":[104],"classification":[106],"methodologies":[107],"used":[108],"detecting":[110],"parasites.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
