{"id":"https://openalex.org/W2771918349","doi":"https://doi.org/10.1109/iccvw.2017.22","title":"Computer-Automated Malaria Diagnosis and Quantitation Using Convolutional Neural Networks","display_name":"Computer-Automated Malaria Diagnosis and Quantitation Using Convolutional Neural Networks","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2771918349","doi":"https://doi.org/10.1109/iccvw.2017.22","mag":"2771918349"},"language":"en","primary_location":{"id":"doi:10.1109/iccvw.2017.22","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2017.22","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Computer Vision Workshops (ICCVW)","raw_type":"proceedings-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/A5043283568","display_name":"Courosh Mehanian","orcid":"https://orcid.org/0000-0001-6747-8007"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Courosh Mehanian","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086288341","display_name":"Mayoore S. Jaiswal","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mayoore Jaiswal","raw_affiliation_strings":["Global Good Research","University of Washington"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]},{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087127737","display_name":"Charles B. Delahunt","orcid":"https://orcid.org/0000-0003-4860-8069"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Delahunt","raw_affiliation_strings":["Global Good Research","University of Washington"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]},{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077730975","display_name":"Clay M. Thompson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clay Thompson","raw_affiliation_strings":["Creative Creek Software"],"affiliations":[{"raw_affiliation_string":"Creative Creek Software","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013929486","display_name":"Matt Horning","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matt Horning","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101944577","display_name":"Liming Hu","orcid":"https://orcid.org/0000-0002-8666-9287"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liming Hu","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045132246","display_name":"Shawn K. McGuire","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shawn McGuire","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017248740","display_name":"Truls \u00d8stbye","orcid":"https://orcid.org/0000-0002-0662-7440"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Travis Ostbye","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001526900","display_name":"Martha Mehanian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martha Mehanian","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075510036","display_name":"Benjamin Wilson","orcid":"https://orcid.org/0000-0003-2043-7771"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ben Wilson","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081299909","display_name":"Cary Champlin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cary Champlin","raw_affiliation_strings":["Global Good Research"],"affiliations":[{"raw_affiliation_string":"Global Good Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110536398","display_name":"Earl G. Long","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089966","display_name":"London School of Hygiene & Tropical Medicine","ror":"https://ror.org/00a0jsq62","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I4210089966"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Earl Long","raw_affiliation_strings":["LSHTM"],"affiliations":[{"raw_affiliation_string":"LSHTM","institution_ids":["https://openalex.org/I4210089966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027511873","display_name":"St\u00e9phane Proux","orcid":"https://orcid.org/0000-0003-4201-5473"},"institutions":[{"id":"https://openalex.org/I4210095040","display_name":"Shoklo Malaria Research Unit","ror":"https://ror.org/00qh9dx40","country_code":"TH","type":"facility","lineage":["https://openalex.org/I25399158","https://openalex.org/I40120149","https://openalex.org/I4210095040","https://openalex.org/I4210126604","https://openalex.org/I87048295"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Stephane Proux","raw_affiliation_strings":["SMRU"],"affiliations":[{"raw_affiliation_string":"SMRU","institution_ids":["https://openalex.org/I4210095040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001594287","display_name":"Dionicia Gamboa","orcid":"https://orcid.org/0000-0002-1420-7729"},"institutions":[{"id":"https://openalex.org/I282453129","display_name":"Universidad Popular de la Chontalpa","ror":"https://ror.org/013bn0m92","country_code":"MX","type":"education","lineage":["https://openalex.org/I282453129"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Dionicia Gamboa","raw_affiliation_strings":["UPCH"],"affiliations":[{"raw_affiliation_string":"UPCH","institution_ids":["https://openalex.org/I282453129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003535839","display_name":"Peter L. Chiodini","orcid":"https://orcid.org/0000-0003-0317-7090"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter Chiodini","raw_affiliation_strings":["HTD"],"affiliations":[{"raw_affiliation_string":"HTD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026823977","display_name":"Jane Carter","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jane Carter","raw_affiliation_strings":["Amref"],"affiliations":[{"raw_affiliation_string":"Amref","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075689582","display_name":"Mehul Dhorda","orcid":"https://orcid.org/0000-0002-7849-3293"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mehul Dhorda","raw_affiliation_strings":["WWARN"],"affiliations":[{"raw_affiliation_string":"WWARN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038094513","display_name":"David Isaboke","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Isaboke","raw_affiliation_strings":["Amref"],"affiliations":[{"raw_affiliation_string":"Amref","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069843611","display_name":"Bernhards Ogutu","orcid":"https://orcid.org/0000-0002-0992-5654"},"institutions":[{"id":"https://openalex.org/I155617960","display_name":"Kema International (Netherlands)","ror":"https://ror.org/027b0sp52","country_code":"NL","type":"company","lineage":["https://openalex.org/I155617960"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bernhards Ogutu","raw_affiliation_strings":["Kemri"],"affiliations":[{"raw_affiliation_string":"Kemri","institution_ids":["https://openalex.org/I155617960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014660644","display_name":"Wellington Oyibo","orcid":"https://orcid.org/0000-0002-5730-5396"},"institutions":[{"id":"https://openalex.org/I197610006","display_name":"University of Lagos","ror":"https://ror.org/05rk03822","country_code":"NG","type":"education","lineage":["https://openalex.org/I197610006"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Wellington Oyibo","raw_affiliation_strings":["University of Lagos"],"affiliations":[{"raw_affiliation_string":"University of Lagos","institution_ids":["https://openalex.org/I197610006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065567631","display_name":"Elizabeth Villasis","orcid":null},"institutions":[{"id":"https://openalex.org/I282453129","display_name":"Universidad Popular de la Chontalpa","ror":"https://ror.org/013bn0m92","country_code":"MX","type":"education","lineage":["https://openalex.org/I282453129"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Elizabeth Villasis","raw_affiliation_strings":["UPCH"],"affiliations":[{"raw_affiliation_string":"UPCH","institution_ids":["https://openalex.org/I282453129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083666600","display_name":"Kyaw Myo Tun","orcid":"https://orcid.org/0000-0003-1211-1034"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kyaw Myo Tun","raw_affiliation_strings":["DSMA"],"affiliations":[{"raw_affiliation_string":"DSMA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043861970","display_name":"Christine Bachman","orcid":"https://orcid.org/0000-0002-8143-2782"},"institutions":[{"id":"https://openalex.org/I1342225141","display_name":"Global Fund to Fight AIDS, Tuberculosis and Malaria","ror":"https://ror.org/02gysew38","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I1342225141"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christine Bachman","raw_affiliation_strings":["Global Good Fund"],"affiliations":[{"raw_affiliation_string":"Global Good Fund","institution_ids":["https://openalex.org/I1342225141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072347134","display_name":"David Bell","orcid":"https://orcid.org/0000-0002-7010-6340"},"institutions":[{"id":"https://openalex.org/I1342225141","display_name":"Global Fund to Fight AIDS, Tuberculosis and Malaria","ror":"https://ror.org/02gysew38","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I1342225141"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"David Bell","raw_affiliation_strings":["Global Good Fund"],"affiliations":[{"raw_affiliation_string":"Global Good Fund","institution_ids":["https://openalex.org/I1342225141"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":24,"corresponding_author_ids":["https://openalex.org/A5043283568"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9127,"has_fulltext":false,"cited_by_count":100,"citation_normalized_percentile":{"value":0.94902955,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9997000098228455,"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":0.9997000098228455,"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/T10091","display_name":"Malaria Research and Control","score":0.9977999925613403,"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/T10166","display_name":"Mosquito-borne diseases and control","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7371938228607178},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.674473762512207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6736736297607422},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6385894417762756},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.5522260665893555},{"id":"https://openalex.org/keywords/diagnosis-of-malaria","display_name":"Diagnosis of malaria","score":0.5406962633132935},{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.5355769395828247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48446011543273926},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.43148359656333923},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4210226535797119},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4208815395832062},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3918306231498718},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3809858560562134},{"id":"https://openalex.org/keywords/plasmodium-falciparum","display_name":"Plasmodium falciparum","score":0.23135992884635925},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1210680603981018},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10450977087020874},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09354749321937561}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7371938228607178},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.674473762512207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6736736297607422},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6385894417762756},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.5522260665893555},{"id":"https://openalex.org/C2779810223","wikidata":"https://www.wikidata.org/wiki/Q5270339","display_name":"Diagnosis of malaria","level":4,"score":0.5406962633132935},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.5355769395828247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48446011543273926},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.43148359656333923},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4210226535797119},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4208815395832062},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3918306231498718},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3809858560562134},{"id":"https://openalex.org/C2778371730","wikidata":"https://www.wikidata.org/wiki/Q311383","display_name":"Plasmodium falciparum","level":3,"score":0.23135992884635925},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1210680603981018},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10450977087020874},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09354749321937561},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccvw.2017.22","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2017.22","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Computer Vision Workshops (ICCVW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306137","display_name":"Bill and Melinda Gates Foundation","ror":"https://ror.org/0456r8d26"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W22040386","https://openalex.org/W639708223","https://openalex.org/W1524918022","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W2004915807","https://openalex.org/W2023597557","https://openalex.org/W2027091505","https://openalex.org/W2040095486","https://openalex.org/W2048126647","https://openalex.org/W2062118960","https://openalex.org/W2077191558","https://openalex.org/W2080151943","https://openalex.org/W2087347434","https://openalex.org/W2088049833","https://openalex.org/W2102605133","https://openalex.org/W2103468849","https://openalex.org/W2115837962","https://openalex.org/W2116780919","https://openalex.org/W2118585731","https://openalex.org/W2121895216","https://openalex.org/W2133059825","https://openalex.org/W2135046866","https://openalex.org/W2137225583","https://openalex.org/W2145793526","https://openalex.org/W2147800946","https://openalex.org/W2149933564","https://openalex.org/W2154658697","https://openalex.org/W2155541015","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2168356304","https://openalex.org/W2187924076","https://openalex.org/W2194775991","https://openalex.org/W2414547272","https://openalex.org/W2425776900","https://openalex.org/W2496667922","https://openalex.org/W2613718673","https://openalex.org/W2903950532","https://openalex.org/W2911964244","https://openalex.org/W2950094539","https://openalex.org/W2963037989","https://openalex.org/W3005397921","https://openalex.org/W4294375521","https://openalex.org/W4299518610","https://openalex.org/W4301045096","https://openalex.org/W6600893292","https://openalex.org/W6620707391","https://openalex.org/W6677656871","https://openalex.org/W6682132143","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2245396768","https://openalex.org/W2400183202","https://openalex.org/W2311803563","https://openalex.org/W2148354138","https://openalex.org/W1985419204","https://openalex.org/W2045789442","https://openalex.org/W2377013271","https://openalex.org/W2751658562","https://openalex.org/W4377083377","https://openalex.org/W4206249743"],"abstract_inverted_index":{"The":[0,55],"optical":[1],"microscope":[2],"remains":[3],"a":[4,27,35,101,111],"widely-used":[5],"tool":[6],"for":[7,82,122,126,136],"diagnosis":[8,131],"and":[9,77,100,133],"quantitation":[10],"of":[11,21,29,49,90,129],"malaria.":[12],"An":[13],"automated":[14,130],"system":[15,38],"that":[16,39],"can":[17],"match":[18],"the":[19,70,105,117,127],"performance":[20,124],"well-trained":[22],"technicians":[23],"is":[24],"motivated":[25],"by":[26],"shortage":[28],"trained":[30],"microscopists.":[31],"We":[32,109],"have":[33],"developed":[34],"computer":[36,92],"vision":[37,93],"leverages":[40],"deep":[41],"learning":[42],"to":[43,64],"identify":[44],"malaria":[45],"parasites":[46],"in":[47,69,84,119],"micrographs":[48],"standard,":[50],"field-prepared":[51],"thick":[52],"blood":[53],"films.":[54],"prototype":[56],"application":[57],"diagnoses":[58],"P.":[59,137],"falciparum":[60],"with":[61,79],"sufficient":[62,80],"accuracy":[63,81],"achieve":[65],"competency":[66,75],"level":[67],"1":[68],"World":[71],"Health":[72],"Organization":[73],"external":[74],"assessment,":[76],"quantitates":[78],"use":[83],"drug":[85],"resistance":[86],"studies.":[87],"A":[88],"suite":[89],"new":[91],"techniques-global":[94],"white":[95],"balance,":[96],"adaptive":[97],"nonlinear":[98],"grayscale,":[99],"novel":[102],"augmentation":[103],"scheme-underpin":[104],"system's":[106],"state-of-the-art":[107],"performance.":[108],"outline":[110],"rich,":[112],"global":[113],"training":[114],"set;":[115],"describe":[116],"algorithm":[118],"detail;":[120],"argue":[121],"patient-level":[123],"metrics":[125],"evaluation":[128],"methods;":[132],"provide":[134],"results":[135],"falciparum.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}