{"id":"https://openalex.org/W4296558701","doi":"https://doi.org/10.1109/access.2022.3208270","title":"Deep Learning for Real-Time Malaria Parasite Detection and Counting Using YOLO-mp","display_name":"Deep Learning for Real-Time Malaria Parasite Detection and Counting Using YOLO-mp","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4296558701","doi":"https://doi.org/10.1109/access.2022.3208270"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3208270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3208270","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2022.3208270","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054056327","display_name":"Anand Koirala","orcid":"https://orcid.org/0000-0001-7376-2143"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anand Koirala","raw_affiliation_strings":["Centre for Intelligent Systems, School of Health, Medical and Applied Sciences, Central Queensland University, Rockhampton, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7376-2143","affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems, School of Health, Medical and Applied Sciences, Central Queensland University, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088051535","display_name":"Meena Jha","orcid":"https://orcid.org/0000-0001-9854-8426"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Meena Jha","raw_affiliation_strings":["Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9854-8426","affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006491300","display_name":"Srinivas Bodapati","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srinivas Bodapati","raw_affiliation_strings":["Intel Corporation, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Corporation, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660167","display_name":"Animesh Mishra","orcid":"https://orcid.org/0000-0002-7237-7961"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Animesh Mishra","raw_affiliation_strings":["NVIDIA Corporation, Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7237-7961","affiliations":[{"raw_affiliation_string":"NVIDIA Corporation, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083396008","display_name":"Girija Chetty","orcid":"https://orcid.org/0000-0001-6264-8644"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Girija Chetty","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, ACT, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6264-8644","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016246281","display_name":"Praveen K. Sahu","orcid":"https://orcid.org/0000-0001-7855-7501"},"institutions":[{"id":"https://openalex.org/I4387155723","display_name":"Community Welfare Society Hospital","ror":"https://ror.org/03ehxnz86","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4387155723"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kishore Sahu","raw_affiliation_strings":["Community Welfare Society Hospital, Rourkela, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Community Welfare Society Hospital, Rourkela, Odisha, India","institution_ids":["https://openalex.org/I4387155723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007697425","display_name":"Sanjib Mohanty","orcid":"https://orcid.org/0009-0000-2068-5228"},"institutions":[{"id":"https://openalex.org/I4387155723","display_name":"Community Welfare Society Hospital","ror":"https://ror.org/03ehxnz86","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4387155723"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjib Mohanty","raw_affiliation_strings":["Community Welfare Society Hospital, Rourkela, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Community Welfare Society Hospital, Rourkela, Odisha, India","institution_ids":["https://openalex.org/I4387155723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032944911","display_name":"Timir Kanta Padhan","orcid":null},"institutions":[{"id":"https://openalex.org/I4387155723","display_name":"Community Welfare Society Hospital","ror":"https://ror.org/03ehxnz86","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4387155723"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Timir Kanta Padhan","raw_affiliation_strings":["Community Welfare Society Hospital, Rourkela, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Community Welfare Society Hospital, Rourkela, Odisha, India","institution_ids":["https://openalex.org/I4387155723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068418720","display_name":"Jyoti Mattoo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146682","display_name":"Intel (India)","ror":"https://ror.org/04f2n1245","country_code":"IN","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210146682"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyoti Mattoo","raw_affiliation_strings":["Intel Technology India Pvt. Ltd., Bengaluru, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Technology India Pvt. Ltd., Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I4210146682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067919603","display_name":"Ajat Hukkoo","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajat Hukkoo","raw_affiliation_strings":["Intel Corporation, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Corporation, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.594,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.96092116,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"102157","last_page":"102172"},"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/T10166","display_name":"Mosquito-borne diseases and control","score":0.9983999729156494,"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/T10091","display_name":"Malaria Research and Control","score":0.9958999752998352,"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/malaria","display_name":"Malaria","score":0.9148674011230469},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.6654661893844604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5437149405479431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5403822064399719},{"id":"https://openalex.org/keywords/diagnosis-of-malaria","display_name":"Diagnosis of malaria","score":0.5325761437416077},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.33628782629966736},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30908483266830444},{"id":"https://openalex.org/keywords/plasmodium-falciparum","display_name":"Plasmodium falciparum","score":0.25012582540512085},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.2368904948234558},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.10518592596054077}],"concepts":[{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.9148674011230469},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.6654661893844604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5437149405479431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5403822064399719},{"id":"https://openalex.org/C2779810223","wikidata":"https://www.wikidata.org/wiki/Q5270339","display_name":"Diagnosis of malaria","level":4,"score":0.5325761437416077},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.33628782629966736},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30908483266830444},{"id":"https://openalex.org/C2778371730","wikidata":"https://www.wikidata.org/wiki/Q311383","display_name":"Plasmodium falciparum","level":3,"score":0.25012582540512085},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.2368904948234558},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.10518592596054077}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2022.3208270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3208270","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a78a3727194b464db7ea1e42d60f53f1","is_oa":true,"landing_page_url":"https://doaj.org/article/a78a3727194b464db7ea1e42d60f53f1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 102157-102172 (2022)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/25572189","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Deep_Learning_for_Real-Time_Malaria_Parasite_Detection_and_Counting_Using_YOLO-mp/25572189","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3208270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3208270","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320980","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1677182931","https://openalex.org/W1861492603","https://openalex.org/W1980712697","https://openalex.org/W2010328983","https://openalex.org/W2031489346","https://openalex.org/W2090253820","https://openalex.org/W2109255472","https://openalex.org/W2117539524","https://openalex.org/W2570343428","https://openalex.org/W2605639618","https://openalex.org/W2894379110","https://openalex.org/W2920621226","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W3001352980","https://openalex.org/W3005397921","https://openalex.org/W3018757597","https://openalex.org/W3036142483","https://openalex.org/W3042011474","https://openalex.org/W3133962405","https://openalex.org/W4288257146","https://openalex.org/W4293584584","https://openalex.org/W4386076325","https://openalex.org/W6727219968","https://openalex.org/W6750227808","https://openalex.org/W6769659910","https://openalex.org/W6777046832","https://openalex.org/W6781550413","https://openalex.org/W6849520326"],"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":{"Malaria":[0],"in":[1,60,111,126,206,354],"the":[2,23,26,39,50,73,83,97,118,123,136,145,162,175,226,241,257,263,276,298],"rural":[3,112],"and":[4,18,30,35,38,65,96,101,113,120,142,151,259,282,293,305,340,358],"remote":[5,114],"regions":[6],"of":[7,28,68,76,85,99,122,138,203,210,213,228,235,243,249,262,279,284,302,317,324,356],"tropical":[8],"countries":[9],"remain":[10],"a":[11,171,221,321],"major":[12],"public":[13,322],"health":[14],"challenge.":[15],"Early":[16],"diagnosis":[17,119,156],"prompt":[19],"effective":[20],"treatment":[21,121,128],"are":[22,254],"basis":[24],"for":[25,31,129,154,201,240,315],"management":[27],"malaria":[29,33,42,54,77,131,141,155,167,318],"reducing":[32],"mortality":[34],"morbidity":[36],"worldwide":[37],"key":[40],"to":[41,91,108,134,147,160,184,224,364],"elimination.":[43],"While":[44],"Rapid":[45],"Diagnostic":[46],"Test":[47],"(RDT)":[48],"remains":[49],"current":[51],"mainstay":[52],"testing":[53,261],"infections,":[55],"it":[56],"is":[57,132,157,170,272],"usually":[58],"used":[59,110],"conjunction":[61],"with":[62,286],"clinical":[63],"findings":[64],"lab":[66],"tests":[67],"blood":[69,214,251,326],"films":[70],"through":[71,232],"Microscopy-":[72],"gold":[74,163],"standard":[75,164,310,347],"diagnosis.":[78],"Recent":[79],"reports":[80],"suggest":[81],"that":[82],"accuracy":[84,281],"RDTs":[86],"could":[87],"be":[88,109,177,199],"compromised":[89],"due":[90],"parasite":[92],"antigen":[93],"gene":[94],"deletion(s),":[95],"lack":[98],"expertise":[100],"high":[102],"turnover":[103],"time":[104],"makes":[105],"microscopy":[106,168],"impractical":[107],"areas":[115],"which":[116,169],"impede":[117],"disease.":[124],"Delay":[125],"receiving":[127],"uncomplicated":[130],"reported":[133],"increase":[135],"risk":[137],"developing":[139],"severe":[140],"mortality.":[143],"Thus,":[144],"need":[146],"develop":[148],"advanced,":[149],"faster,":[150],"smarter":[152],"tools":[153],"paramount,":[158],"specially":[159],"reinforce":[161],"method,":[165],"i.e.,":[166],"full-proof":[172],"tool":[173],"given":[174],"limitations":[176],"addressed.":[178],"Deep":[179],"learning-based":[180],"methods":[181,197],"have":[182],"proven":[183],"provide":[185],"human":[186],"expert":[187],"level":[188],"performance":[189,227],"on":[190,193,246,256,275,320,366],"object":[191],"detection/classification":[192],"image":[194],"data.":[195],"Such":[196],"can":[198],"utilized":[200],"automation":[202],"repetitive":[204],"task":[205,242],"assessing":[207],"large":[208],"number":[209],"microscope":[211,247,328],"images":[212,248,329],"samples.":[215],"In":[216],"this":[217],"paper,":[218],"we":[219],"propose":[220],"novel":[222],"approach":[223],"improve":[225],"deep":[229,268],"learning":[230,269],"models":[231,296],"consistent":[233],"labelling":[234],"ground":[236],"truth":[237],"bounding":[238],"box":[239],"pathogen":[244,319],"detection":[245,285,316],"thick":[250,325],"smears.":[252],"Recommendations":[253],"made":[255],"reliability":[258],"repeatability":[260],"trained":[264],"models.":[265],"A":[266],"custom":[267,290],"architecture":[270],"(YOLO-mp)":[271],"developed":[273],"based":[274],"design":[277],"criteria":[278],"optimizing":[280],"speed":[283],"minimal":[287],"resources.":[288],"The":[289],"three-layered":[291],"YOLO-mp-3l":[292,334],"four-layered":[294],"YOLO-mp-4l":[295,341],"achieved":[297],"best":[299],"mAP":[300],"scores":[301],"93.99":[303],"(@IoU=0.5)":[304],"94.07":[306],"(@IoU=0.5),":[307],"respectively":[308],"outperforming":[309],"YOLOv4":[311,348],"(mAP":[312],"92.56":[313],"@IoU=0.5)":[314],"dataset":[323],"smear":[327],"captured":[330],"using":[331],"phone":[332],"camera.":[333],"(BFLOPs":[335],"=21.8,":[336],"model":[337,343,350],"size":[338,344,351],"=24.5Mb)":[339],"(BFLOPs=24.477,":[342],"=25.4Mb)":[345],"outperformed":[346],"(BFLOPs=127.232,":[349],"=":[352],"244Mb)":[353],"terms":[355],"computation":[357],"memory":[359],"requirements":[360],"proving":[361],"them":[362],"suitable":[363],"run":[365],"low":[367],"resource":[368],"devices.":[369]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
