{"id":"https://openalex.org/W3011826951","doi":"https://doi.org/10.3233/idt-190079","title":"Cell image analysis for malaria detection using deep convolutional network","display_name":"Cell image analysis for malaria detection using deep convolutional network","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3011826951","doi":"https://doi.org/10.3233/idt-190079","mag":"3011826951"},"language":"en","primary_location":{"id":"doi:10.3233/idt-190079","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-190079","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"},"type":"article","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/A5072826581","display_name":"Nikita Jain","orcid":"https://orcid.org/0000-0001-9043-2971"},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]},{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nikita Jain","raw_affiliation_strings":["Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I887998513"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495","https://openalex.org/I887998513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010082705","display_name":"Ayush Chauhan","orcid":"https://orcid.org/0000-0001-5265-7918"},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]},{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ayush Chauhan","raw_affiliation_strings":["Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I887998513"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495","https://openalex.org/I887998513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054859267","display_name":"Prakhar Tripathi","orcid":null},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]},{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakhar Tripathi","raw_affiliation_strings":["Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I887998513"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495","https://openalex.org/I887998513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016538798","display_name":"Saad Bin Moosa","orcid":null},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]},{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saad Bin Moosa","raw_affiliation_strings":["Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I887998513"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495","https://openalex.org/I887998513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091118662","display_name":"Prateek Aggarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]},{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prateek Aggarwal","raw_affiliation_strings":["Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I887998513"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495","https://openalex.org/I887998513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062425554","display_name":"Behcet Oznacar","orcid":"https://orcid.org/0000-0003-1091-5514"},"institutions":[{"id":"https://openalex.org/I69050122","display_name":"Near East University","ror":"https://ror.org/02x8svs93","country_code":"CY","type":"education","lineage":["https://openalex.org/I69050122"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Behcet Oznacar","raw_affiliation_strings":["Ataturk Education Faculty, Near East University, North Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ataturk Education Faculty, Near East University, North Nicosia, Cyprus","institution_ids":["https://openalex.org/I69050122"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072826581"],"corresponding_institution_ids":["https://openalex.org/I4405259495","https://openalex.org/I887998513"],"apc_list":null,"apc_paid":null,"fwci":0.8654,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.72286679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"14","issue":"1","first_page":"55","last_page":"65"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.9819999933242798,"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"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7754915952682495},{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.7736138105392456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6572035551071167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.604381799697876},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5554947853088379},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.522144615650177},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.504409670829773},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4477258026599884},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4296048879623413},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41971391439437866},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2810865640640259},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06548315286636353}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7754915952682495},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.7736138105392456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6572035551071167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.604381799697876},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5554947853088379},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.522144615650177},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.504409670829773},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4477258026599884},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4296048879623413},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41971391439437866},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2810865640640259},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06548315286636353},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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:10.3233/idt-190079","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-190079","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W258953827","https://openalex.org/W1630065720","https://openalex.org/W2001198044","https://openalex.org/W2005909996","https://openalex.org/W2008010808","https://openalex.org/W2014429457","https://openalex.org/W2038248274","https://openalex.org/W2073484159","https://openalex.org/W2082025069","https://openalex.org/W2095705004","https://openalex.org/W2102535885","https://openalex.org/W2112796928","https://openalex.org/W2112945047","https://openalex.org/W2117897982","https://openalex.org/W2140927567","https://openalex.org/W2151173322","https://openalex.org/W2214079338","https://openalex.org/W2473691465","https://openalex.org/W2534736489","https://openalex.org/W2545730334","https://openalex.org/W2546144807","https://openalex.org/W2550286695","https://openalex.org/W2576442780","https://openalex.org/W2595485049","https://openalex.org/W2606416966","https://openalex.org/W2783699776","https://openalex.org/W4230977386","https://openalex.org/W6674330103","https://openalex.org/W6729072045","https://openalex.org/W6729756730","https://openalex.org/W6734921970"],"related_works":["https://openalex.org/W2115261803","https://openalex.org/W4367362025","https://openalex.org/W2108574175","https://openalex.org/W2347627655","https://openalex.org/W1477123016","https://openalex.org/W2386208584","https://openalex.org/W2226154164","https://openalex.org/W2358294942","https://openalex.org/W4367460280","https://openalex.org/W4382050342"],"abstract_inverted_index":{"Malaria":[0],"is":[1,6,51,134],"a":[2],"protozoan":[3],"disease":[4],"that":[5],"affecting":[7],"the":[8,13,16,38,43,48,54,59,77,83],"200":[9],"million":[10],"lives":[11],"of":[12,61,85,101,149],"people":[14],"around":[15,19],"world":[17,44],"and":[18,32,92,141,154],"4":[20],"lakhs":[21],"death":[22],"per":[23],"year":[24],"due":[25],"to":[26,36,52,75,105],"this":[27],"which":[28,79],"raises":[29],"our":[30],"concern":[31],"we":[33],"have":[34,73],"tried":[35,74],"target":[37],"most":[39],"affected":[40],"part":[41],"in":[42,58,82,147],"i.e.":[45],"Africa.":[46],"In":[47],"paper":[49],"approach":[50],"maximize":[53],"recent":[55],"d":[56],"evelopments":[57],"area":[60],"malaria":[62,122],"detection":[63,84,114],"using":[64,67],"cell":[65],"images":[66,126],"Convolutional":[68],"Neural":[69],"Network":[70],"(CNN).":[71],"We":[72],"automate":[76],"processes":[78],"are":[80],"indulged":[81],"malaria.":[86],"The":[87,116,132],"method":[88],"with":[89,127,137],"no":[90,93,128],"pre-processing":[91,130],"high":[94],"ended":[95],"GPU":[96],"dependency":[97],"produces":[98],"an":[99,107],"accuracy":[100],"97%":[102],"proving":[103],"it":[104],"be":[106,144],"efficient":[108,146],"as":[109,111],"well":[110],"low":[112],"cost":[113],"algorithm.":[115],"given":[117],"implementation":[118],"can":[119],"easily":[120],"detect":[121],"even":[123],"from":[124],"blurred":[125],"initial":[129],"needed.":[131],"algorithm":[133],"further":[135],"compared":[136],"standard":[138],"classification":[139],"algorithms":[140],"stands":[142],"out":[143],"highly":[145],"terms":[148],"precision,":[150],"recall,":[151],"F1":[152],"score":[153],"computation":[155],"time.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}