{"id":"https://openalex.org/W3011276388","doi":"https://doi.org/10.1109/access.2020.2979926","title":"Adaptive Pruning of Transfer Learned Deep Convolutional Neural Network for Classification of Cervical Pap Smear Images","display_name":"Adaptive Pruning of Transfer Learned Deep Convolutional Neural Network for Classification of Cervical Pap Smear Images","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011276388","doi":"https://doi.org/10.1109/access.2020.2979926","mag":"3011276388"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2979926","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2979926","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09031411.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09031411.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044924773","display_name":"Pin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pin Wang","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377444","display_name":"Jiaxin Wang","orcid":"https://orcid.org/0000-0003-1232-4275"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxin Wang","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106920582","display_name":"Yongming Li","orcid":"https://orcid.org/0000-0002-7542-4356"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongming Li","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101937753","display_name":"Linyu Li","orcid":"https://orcid.org/0000-0003-3942-4014"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyu Li","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101919885","display_name":"Hehua Zhang","orcid":"https://orcid.org/0000-0002-9383-1334"},"institutions":[{"id":"https://openalex.org/I151075929","display_name":"Army Medical University","ror":"https://ror.org/05w21nn13","country_code":"CN","type":"education","lineage":["https://openalex.org/I151075929"]},{"id":"https://openalex.org/I4210092099","display_name":"Daping Hospital","ror":"https://ror.org/00fthae95","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210092099"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hehua Zhang","raw_affiliation_strings":["Department of Medical Engineering, Daping Hospital, Third Military Medical University (Army Medical University), Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Daping Hospital, Third Military Medical University (Army Medical University), Chongqing, China","institution_ids":["https://openalex.org/I151075929","https://openalex.org/I4210092099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044924773"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.2113,"has_fulltext":true,"cited_by_count":51,"citation_normalized_percentile":{"value":0.96197899,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"50674","last_page":"50683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10146","display_name":"Cervical Cancer and HPV Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9646000266075134,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7894285917282104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7834619879722595},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7284282445907593},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6576341986656189},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6400784254074097},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6285603642463684},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5960472226142883},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5766814351081848},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5257357358932495},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5229107737541199},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.496756374835968},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.48372820019721985},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4732193052768707},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4154508709907532},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2063906192779541},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.15941372513771057},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09802037477493286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7894285917282104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7834619879722595},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7284282445907593},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6576341986656189},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6400784254074097},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6285603642463684},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5960472226142883},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5766814351081848},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5257357358932495},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5229107737541199},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.496756374835968},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.48372820019721985},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4732193052768707},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4154508709907532},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2063906192779541},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.15941372513771057},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09802037477493286},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2979926","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2979926","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09031411.pdf","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:7dc30d7dac1c423580afaaf0aa22c418","is_oa":true,"landing_page_url":"https://doaj.org/article/7dc30d7dac1c423580afaaf0aa22c418","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 8, Pp 50674-50683 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2979926","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2979926","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09031411.pdf","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":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1526784946","display_name":null,"funder_award_id":"2019CDQYTX019","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G1732303471","display_name":null,"funder_award_id":"61571069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5848258319","display_name":null,"funder_award_id":"0 and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6532205304","display_name":null,"funder_award_id":"61571069","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7292766450","display_name":null,"funder_award_id":"61771080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8292306385","display_name":null,"funder_award_id":"2019CDCGTX306","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8675079979","display_name":null,"funder_award_id":"cstc2018jcyjAX0779","funder_id":"https://openalex.org/F4320321550","funder_display_name":"Chongqing Science and Technology Commission"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321550","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011276388.pdf","grobid_xml":"https://content.openalex.org/works/W3011276388.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1230203270","https://openalex.org/W2028760327","https://openalex.org/W2030676014","https://openalex.org/W2033994961","https://openalex.org/W2035902235","https://openalex.org/W2052706837","https://openalex.org/W2076242843","https://openalex.org/W2098360374","https://openalex.org/W2106787323","https://openalex.org/W2114766824","https://openalex.org/W2117539524","https://openalex.org/W2125389748","https://openalex.org/W2156065311","https://openalex.org/W2185950055","https://openalex.org/W2262354003","https://openalex.org/W2340179753","https://openalex.org/W2495425901","https://openalex.org/W2512138407","https://openalex.org/W2537988091","https://openalex.org/W2571736444","https://openalex.org/W2598881400","https://openalex.org/W2603367203","https://openalex.org/W2616720730","https://openalex.org/W2618999197","https://openalex.org/W2637598222","https://openalex.org/W2716665989","https://openalex.org/W2775811337","https://openalex.org/W2777186991","https://openalex.org/W2790813572","https://openalex.org/W2800017313","https://openalex.org/W2800062065","https://openalex.org/W2800080689","https://openalex.org/W2801540580","https://openalex.org/W2898228694","https://openalex.org/W2906233029","https://openalex.org/W2924515500","https://openalex.org/W2939569677","https://openalex.org/W2957705595","https://openalex.org/W2962852641","https://openalex.org/W2962965870","https://openalex.org/W2963008443","https://openalex.org/W2963073614","https://openalex.org/W2964233199","https://openalex.org/W2970958999","https://openalex.org/W2984618279","https://openalex.org/W3102737931","https://openalex.org/W6677103964","https://openalex.org/W6678583879","https://openalex.org/W6686483781","https://openalex.org/W6723181079","https://openalex.org/W6726275242","https://openalex.org/W6729966448","https://openalex.org/W6761068022"],"related_works":["https://openalex.org/W2373300491","https://openalex.org/W2378744544","https://openalex.org/W3176438653","https://openalex.org/W2981628807","https://openalex.org/W4379875147","https://openalex.org/W3012393889","https://openalex.org/W3189091156","https://openalex.org/W4386087993","https://openalex.org/W4285815841","https://openalex.org/W3193641238"],"abstract_inverted_index":{"Automatic":[0],"classification":[1,17,134,174],"of":[2,42,53,67,103,162],"cervical":[3,13,68,144,172],"Pap":[4,43,84,95,145],"smear":[5,44,85,96,146],"images":[6,45,70,86],"plays":[7],"a":[8,90],"key":[9],"role":[10],"in":[11,175],"computer-aided":[12],"cancer":[14,173],"diagnosis.":[15],"Conventional":[16],"approaches":[18],"rely":[19],"on":[20,142],"cell":[21],"segmentation":[22,38],"and":[23,33,39,123],"feature":[24,40],"extraction":[25,41],"methods.":[26],"Due":[27,98],"to":[28,93,99,109],"overlapping":[29],"cells,":[30],"dust,":[31],"impurities":[32],"uneven":[34],"irradiation,":[35],"the":[36,51,54,65,100,111,120,132,160,163],"accurate":[37],"are":[46],"still":[47],"challenging.":[48],"To":[49],"overcome":[50],"difficulties":[52],"feature-based":[55],"approaches,":[56],"deep":[57,76],"learning":[58,78,108],"is":[59,71,81],"becoming":[60],"more":[61,155],"important":[62],"alternative.":[63],"Since":[64],"number":[66,102],"cytological":[69],"limited,":[72],"an":[73,168],"adaptive":[74],"pruning":[75,124],"transfer":[77,107],"model":[79],"(PsiNet-TAP)":[80],"proposed":[82,137,164],"for":[83,166,171],"classification.":[87],"We":[88],"designed":[89],"novel":[91],"network":[92],"classify":[94],"images.":[97,147],"limited":[101],"images,":[104],"we":[105],"adopted":[106],"obtain":[110],"pre-trained":[112],"model.":[113],"Then":[114],"it":[115],"was":[116,140],"optimized":[117],"by":[118],"modifying":[119],"convolution":[121,126],"layer":[122],"some":[125],"kernels":[127],"that":[128],"may":[129],"interfere":[130],"with":[131],"target":[133],"task.":[135],"The":[136,148],"method":[138,149,165],"PsiNet-TAP":[139],"tested":[141],"389":[143],"has":[150],"achieved":[151],"remarkable":[152],"performance":[153],"(accuracy:":[154],"than":[156],"98%),":[157],"which":[158],"demonstrates":[159],"strength":[161],"providing":[167],"efficient":[169],"tool":[170],"clinical":[176],"settings.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
