{"id":"https://openalex.org/W4316193410","doi":"https://doi.org/10.1145/3568231.3568243","title":"CNN Based Transfer Learning for Malaria Parasite Detection Using Thin-Blood Smear Images","display_name":"CNN Based Transfer Learning for Malaria Parasite Detection Using Thin-Blood Smear Images","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4316193410","doi":"https://doi.org/10.1145/3568231.3568243"},"language":"en","primary_location":{"id":"doi:10.1145/3568231.3568243","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3568231.3568243","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3568231.3568243","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"7th International Conference on Sustainable Information Engineering and Technology 2022","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3568231.3568243","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009517106","display_name":"Windra Swastika","orcid":"https://orcid.org/0000-0003-4210-7001"},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Windra Swastika","raw_affiliation_strings":["Research Center for Artificial Intelligence on Digital Images & Technopreneurship, Universitas Ma Chung, Indonesia)"],"raw_orcid":"https://orcid.org/0000-0003-4210-7001","affiliations":[{"raw_affiliation_string":"Research Center for Artificial Intelligence on Digital Images & Technopreneurship, Universitas Ma Chung, Indonesia)","institution_ids":["https://openalex.org/I4210094540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063151579","display_name":"Benedictus Julian Pradana","orcid":"https://orcid.org/0000-0002-9909-0493"},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Benedictus Julian Pradana","raw_affiliation_strings":["Universitas Ma Chung, Indonesia)"],"raw_orcid":"https://orcid.org/0000-0002-9909-0493","affiliations":[{"raw_affiliation_string":"Universitas Ma Chung, Indonesia)","institution_ids":["https://openalex.org/I4210094540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019339869","display_name":"Romy Budhi Widodo","orcid":"https://orcid.org/0000-0003-1457-6839"},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Romy Budhi Widodo","raw_affiliation_strings":["Universitas Ma Chung, Indonesia)"],"raw_orcid":"https://orcid.org/0000-0003-1457-6839","affiliations":[{"raw_affiliation_string":"Universitas Ma Chung, Indonesia)","institution_ids":["https://openalex.org/I4210094540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039693521","display_name":"Rehmadanta Sitepu","orcid":"https://orcid.org/0000-0001-8804-9199"},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rehmadanta Sitepu","raw_affiliation_strings":["Universitas Ma Chung, Indonesia)"],"raw_orcid":"https://orcid.org/0000-0001-8804-9199","affiliations":[{"raw_affiliation_string":"Universitas Ma Chung, Indonesia)","institution_ids":["https://openalex.org/I4210094540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008533186","display_name":"Gregorius Guntur Sunardi Putra","orcid":"https://orcid.org/0000-0002-1192-9611"},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Gregorius Guntur Sunardi Putra","raw_affiliation_strings":["Universitas Ma Chung, Indonesia)"],"raw_orcid":"https://orcid.org/0000-0002-1192-9611","affiliations":[{"raw_affiliation_string":"Universitas Ma Chung, Indonesia)","institution_ids":["https://openalex.org/I4210094540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210094540"],"apc_list":null,"apc_paid":null,"fwci":0.1849,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55225806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9950000047683716,"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/T10862","display_name":"AI in cancer detection","score":0.9429000020027161,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.9002033472061157},{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.7697110176086426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7097240090370178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6734203100204468},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.602939784526825},{"id":"https://openalex.org/keywords/blood-smear","display_name":"Blood smear","score":0.5818939208984375},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4881923794746399},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4226568341255188},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3733886182308197},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10107028484344482},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.08375009894371033}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.9002033472061157},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.7697110176086426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7097240090370178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6734203100204468},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.602939784526825},{"id":"https://openalex.org/C3017819844","wikidata":"https://www.wikidata.org/wiki/Q886475","display_name":"Blood smear","level":3,"score":0.5818939208984375},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4881923794746399},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4226568341255188},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3733886182308197},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10107028484344482},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.08375009894371033}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3568231.3568243","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3568231.3568243","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3568231.3568243","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"7th International Conference on Sustainable Information Engineering and Technology 2022","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3568231.3568243","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3568231.3568243","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3568231.3568243","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"7th International Conference on Sustainable Information Engineering and Technology 2022","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4316193410.pdf","grobid_xml":"https://content.openalex.org/works/W4316193410.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2799742832","https://openalex.org/W2887280559","https://openalex.org/W2912886600","https://openalex.org/W2940692219","https://openalex.org/W2963163009","https://openalex.org/W2979617155","https://openalex.org/W2995942064","https://openalex.org/W3019295470","https://openalex.org/W3088961722","https://openalex.org/W3129050354","https://openalex.org/W3164185666","https://openalex.org/W3186719434","https://openalex.org/W3209703091","https://openalex.org/W4285019461","https://openalex.org/W4320070465"],"related_works":["https://openalex.org/W3182922836","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W4393011546"],"abstract_inverted_index":{"Transfer":[0],"learning":[1,34],"has":[2],"been":[3,39],"used":[4],"in":[5,10,47,79],"computer":[6],"vision":[7],"research,":[8],"including":[9],"the":[11,15,18,90],"health":[12,16],"sector.":[13],"In":[14,30],"sector,":[17],"input":[19],"image":[20,25],"is":[21,77],"generally":[22],"an":[23],"x-ray":[24],"or":[26],"a":[27],"microscopic":[28],"image.":[29],"this":[31],"study,":[32],"transfer":[33],"for":[35,97,102,108],"models":[36],"that":[37],"have":[38],"trained":[40],"using":[41],"CNN":[42,54],"to":[43],"detect":[44],"malaria":[45,81],"parasites":[46],"red":[48],"blood":[49],"cell":[50],"images.":[51],"The":[52],"deep":[53],"pre-trained":[55],"model":[56],"uses":[57],"3":[58],"architectures,":[59],"namely":[60],"ResNet50V2,":[61],"EfficientNetB0,":[62,103],"and":[63,73,104],"InceptionV3.":[64,109],"For":[65],"each":[66],"architecture,":[67],"experiments":[68,85],"will":[69],"be":[70],"carried":[71],"out":[72],"compare":[74],"which":[75],"architecture":[76],"better":[78],"detecting":[80],"parasites.":[82],"Based":[83],"on":[84],"conducted":[86],"without":[87],"fine":[88],"tune,":[89],"accuracy":[91],"ranges":[92],"from":[93],"0.76":[94,99],"\u2013":[95,100,106],"0.81":[96],"ResNet50v2,":[98],"0.80":[101],"0.77":[105],"0.82":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}