{"id":"https://openalex.org/W4380052967","doi":"https://doi.org/10.1007/s40747-023-01119-y","title":"WRANet: wavelet integrated residual attention U-Net network for medical image segmentation","display_name":"WRANet: wavelet integrated residual attention U-Net network for medical image segmentation","publication_year":2023,"publication_date":"2023-06-08","ids":{"openalex":"https://openalex.org/W4380052967","doi":"https://doi.org/10.1007/s40747-023-01119-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/37361970"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-023-01119-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01119-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01119-y.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01119-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020070155","display_name":"Yawu Zhao","orcid":"https://orcid.org/0000-0002-7278-3097"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yawu Zhao","raw_affiliation_strings":["School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong China","School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389987","display_name":"Shudong Wang","orcid":"https://orcid.org/0000-0003-4360-6718"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shudong Wang","raw_affiliation_strings":["School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong China","School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100778270","display_name":"Yulin Zhang","orcid":"https://orcid.org/0000-0001-7231-3880"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulin Zhang","raw_affiliation_strings":["College of Mathematics and System Science, Shandong University of Science and Technology, Qingdao, Shandong China","College of Mathematics and System Science, Shandong University of Science and Technology, Qingdao, Shandong, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and System Science, Shandong University of Science and Technology, Qingdao, Shandong China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"College of Mathematics and System Science, Shandong University of Science and Technology, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062045805","display_name":"Sibo Qiao","orcid":"https://orcid.org/0000-0001-6922-5986"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sibo Qiao","raw_affiliation_strings":["School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong China","School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Petroleum, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102521654","display_name":"Mufei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mufei Zhang","raw_affiliation_strings":["Inspur Cloud Information Technology Co, Inspur, Jinan, Shandong China","Inspur Cloud Information Technology Co, Inspur, Jinan, Shandong, China"],"affiliations":[{"raw_affiliation_string":"Inspur Cloud Information Technology Co, Inspur, Jinan, Shandong China","institution_ids":["https://openalex.org/I4210144143"]},{"raw_affiliation_string":"Inspur Cloud Information Technology Co, Inspur, Jinan, Shandong, China","institution_ids":["https://openalex.org/I4210144143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020070155"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":5.7626,"has_fulltext":true,"cited_by_count":48,"citation_normalized_percentile":{"value":0.96778969,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"9","issue":"6","first_page":"6971","last_page":"6983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"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/T10862","display_name":"AI in cancer detection","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7106345891952515},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6366154551506042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5791637897491455},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5354210734367371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5164056420326233},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.49616894125938416},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4836888909339905},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.4834350347518921},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45515769720077515},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.452458918094635},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4499526619911194},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16187286376953125},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12306872010231018}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7106345891952515},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6366154551506042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5791637897491455},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5354210734367371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5164056420326233},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.49616894125938416},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4836888909339905},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.4834350347518921},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45515769720077515},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.452458918094635},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4499526619911194},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16187286376953125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12306872010231018},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s40747-023-01119-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01119-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01119-y.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmid:37361970","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37361970","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & intelligent systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10248349","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10248349","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10248349/pdf/40747_2023_Article_1119.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Complex Intell Systems","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a1ce9b1f93fb4e3f80fc320779f5b07d","is_oa":true,"landing_page_url":"https://doaj.org/article/a1ce9b1f93fb4e3f80fc320779f5b07d","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 9, Iss 6, Pp 6971-6983 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-023-01119-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01119-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01119-y.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","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/G2124118506","display_name":null,"funder_award_id":"2021YFA10000102-3","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"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/G3390906453","display_name":null,"funder_award_id":"2021YFA10000102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3952835159","display_name":null,"funder_award_id":"61873281","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4765083334","display_name":null,"funder_award_id":"618732","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/G8912315176","display_name":null,"funder_award_id":"6187328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4380052967.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2008150751","https://openalex.org/W2008359794","https://openalex.org/W2097117768","https://openalex.org/W2107540467","https://openalex.org/W2115755118","https://openalex.org/W2117736816","https://openalex.org/W2125527601","https://openalex.org/W2191349405","https://openalex.org/W2194775991","https://openalex.org/W2531409750","https://openalex.org/W2554820184","https://openalex.org/W2587828787","https://openalex.org/W2592929672","https://openalex.org/W2622064152","https://openalex.org/W2731316848","https://openalex.org/W2752782242","https://openalex.org/W2795777276","https://openalex.org/W2904807675","https://openalex.org/W2905338897","https://openalex.org/W2915232829","https://openalex.org/W2920149494","https://openalex.org/W2921406441","https://openalex.org/W2962949934","https://openalex.org/W2963446712","https://openalex.org/W2963494934","https://openalex.org/W2963542245","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W3006349040","https://openalex.org/W3017153481","https://openalex.org/W3030790048","https://openalex.org/W3085008781","https://openalex.org/W3088142143","https://openalex.org/W3088257970","https://openalex.org/W3095207884","https://openalex.org/W3096812112","https://openalex.org/W3101639073","https://openalex.org/W3108194527","https://openalex.org/W3129054469","https://openalex.org/W3158673744","https://openalex.org/W3160038630","https://openalex.org/W3175894866","https://openalex.org/W3185980597","https://openalex.org/W3189165461","https://openalex.org/W3189867217","https://openalex.org/W3199716252","https://openalex.org/W4225887539","https://openalex.org/W4297121106","https://openalex.org/W6608687280"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2382174632","https://openalex.org/W2521347458","https://openalex.org/W2129959498","https://openalex.org/W2498789492","https://openalex.org/W2912321008","https://openalex.org/W2784060934","https://openalex.org/W2902714807"],"abstract_inverted_index":{"Medical":[0],"image":[1,23,82],"segmentation":[2,67],"is":[3],"crucial":[4],"for":[5,80],"the":[6,34,37,45,49,64,70,86,103,112,119,122,203,206],"diagnosis":[7],"and":[8,60,66,93,107,110,164,188],"analysis":[9],"of":[10,36,69,124,153,158,162,168,176,181,186,192,205],"disease.":[11],"Deep":[12],"convolutional":[13],"neural":[14],"network":[15,46,50,78],"methods":[16],"have":[17],"achieved":[18],"great":[19],"success":[20],"in":[21,96],"medical":[22,81],"segmentation.":[24,83],"However,":[25],"they":[26],"are":[27],"highly":[28],"susceptible":[29],"to":[30,115],"noise":[31,41],"interference":[32],"during":[33],"propagation":[35],"network,":[38,71],"where":[39],"weak":[40],"can":[42,53,127,144],"dramatically":[43],"alter":[44],"output.":[47],"As":[48],"deepens,":[51],"it":[52],"face":[54],"problems":[55],"such":[56],"as":[57],"gradient":[58],"explosion":[59],"vanishing.":[61],"To":[62],"improve":[63],"robustness":[65],"performance":[68],"we":[72],"propose":[73],"a":[74,150,160,165,173,183,189],"wavelet":[75,100],"residual":[76],"attention":[77,134],"(WRANet)":[79],"We":[84],"replace":[85],"standard":[87],"downsampling":[88],"modules":[89],"(e.g.,":[90],"maximum":[91],"pooling":[92],"average":[94],"pooling)":[95],"CNNs":[97],"with":[98,199],"discrete":[99],"transform,":[101],"decompose":[102],"features":[104],"into":[105],"low-":[106],"high-frequency":[108,113],"components,":[109],"remove":[111],"components":[114],"eliminate":[116],"noise.":[117],"At":[118],"same":[120],"time,":[121],"problem":[123],"feature":[125],"loss":[126],"be":[128],"effectively":[129,145],"addressed":[130],"by":[131],"introducing":[132],"an":[133,155,178],"mechanism.":[135],"The":[136],"combined":[137],"experimental":[138],"results":[139],"show":[140],"that":[141],"our":[142,197],"method":[143],"perform":[146],"aneurysm":[147],"segmentation,":[148,172],"achieving":[149],"Dice":[151,174],"score":[152,157,167,175,180,191],"78.99%,":[154],"IoU":[156,179],"68.96%,":[159],"precision":[161,184],"85.21%,":[163],"sensitivity":[166,190],"80.98%.":[169],"In":[170],"polyp":[171],"88.89%,":[177],"81.74%,":[182],"rate":[185],"91.32%,":[187],"91.07%":[193],"were":[194],"achieved.":[195],"Furthermore,":[196],"comparison":[198],"state-of-the-art":[200],"techniques":[201],"demonstrates":[202],"competitiveness":[204],"WRANet":[207],"network.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}