{"id":"https://openalex.org/W4402727364","doi":"https://doi.org/10.1109/cis-ram61939.2024.10672659","title":"ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer","display_name":"ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4402727364","doi":"https://doi.org/10.1109/cis-ram61939.2024.10672659"},"language":"en","primary_location":{"id":"doi:10.1109/cis-ram61939.2024.10672659","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10672659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","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/A5109870380","display_name":"Lu Wen","orcid":"https://orcid.org/0009-0006-5558-2820"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lu Wen","raw_affiliation_strings":["Sichuan University,School of Computer Science,Chengdu"],"affiliations":[{"raw_affiliation_string":"Sichuan University,School of Computer Science,Chengdu","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083988308","display_name":"Wenxia Yin","orcid":"https://orcid.org/0000-0003-1836-8711"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxia Yin","raw_affiliation_strings":["Sichuan University,School of Computer Science,Chengdu"],"affiliations":[{"raw_affiliation_string":"Sichuan University,School of Computer Science,Chengdu","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109729509","display_name":"Zhenghao Feng","orcid":"https://orcid.org/0009-0007-3211-3279"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenghao Feng","raw_affiliation_strings":["Sichuan University,School of Computer Science,Chengdu"],"affiliations":[{"raw_affiliation_string":"Sichuan University,School of Computer Science,Chengdu","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030763508","display_name":"Xi Wu","orcid":"https://orcid.org/0000-0002-7659-1631"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wu","raw_affiliation_strings":["Chengdu University of Information Technology,School of Computer Science,Chengdu"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology,School of Computer Science,Chengdu","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082236554","display_name":"Xiong Deng","orcid":"https://orcid.org/0000-0002-5207-471X"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deng Xiong","raw_affiliation_strings":["Stevens Institute of Technology,School of Computer Science,Hoboken,NJ"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,School of Computer Science,Hoboken,NJ","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115695483","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0002-1743-6383"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["Sichuan University,School of Computer Science,Chengdu"],"affiliations":[{"raw_affiliation_string":"Sichuan University,School of Computer Science,Chengdu","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109870380"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21379956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"520","last_page":"525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9952999949455261,"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/residual","display_name":"Residual","score":0.7774144411087036},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.7392649054527283},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.638593852519989},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5584972500801086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5561425089836121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36304134130477905},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3417045772075653},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3039188086986542},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27162742614746094},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1260589361190796},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10508596897125244}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7774144411087036},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.7392649054527283},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.638593852519989},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5584972500801086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5561425089836121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36304134130477905},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3417045772075653},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3039188086986542},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27162742614746094},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1260589361190796},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10508596897125244}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cis-ram61939.2024.10672659","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10672659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1576091308","https://openalex.org/W1636414308","https://openalex.org/W2017857032","https://openalex.org/W2043054410","https://openalex.org/W2074230021","https://openalex.org/W2074239781","https://openalex.org/W2111789584","https://openalex.org/W2569195733","https://openalex.org/W2804847842","https://openalex.org/W2898757811","https://openalex.org/W2900148384","https://openalex.org/W3026745840","https://openalex.org/W3026792403","https://openalex.org/W3105594088","https://openalex.org/W4200048078","https://openalex.org/W4210345762","https://openalex.org/W4366256919","https://openalex.org/W4378979679","https://openalex.org/W4384023463","https://openalex.org/W4386066128","https://openalex.org/W4387225552","https://openalex.org/W4388469742","https://openalex.org/W4390482272","https://openalex.org/W4390482534","https://openalex.org/W4392575809","https://openalex.org/W4401415175","https://openalex.org/W4401749182"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Radiation":[0],"therapy":[1],"is":[2,13,167],"the":[3,16,22,41,48,58,62,72,79,82,104,113,134,151],"mainstay":[4],"treatment":[5],"for":[6],"cervical":[7,109,175],"cancer,":[8],"and":[9,71,118,125,145,178],"its":[10,183],"ultimate":[11],"goal":[12],"to":[14,45,101,132,149,154,187],"ensure":[15],"planning":[17],"target":[18],"volume":[19],"(PTV)":[20],"reaches":[21],"prescribed":[23],"dose":[24,27,106,135,158],"while":[25,160],"reducing":[26],"deposition":[28],"of":[29,74,81,108,123],"organs-at-risk":[30],"(OARs)":[31],"as":[32,34],"much":[33],"possible.":[35],"To":[36],"achieve":[37],"these":[38],"clinical":[39],"requirements,":[40],"medical":[42,83],"physicist":[43],"needs":[44],"manually":[46],"tweak":[47],"radiotherapy":[49],"plan":[50],"repeatedly":[51],"in":[52,61],"a":[53,129,140],"trial-and-error":[54,66],"manner":[55],"until":[56],"finding":[57],"optimal":[59],"one":[60],"clinic.":[63],"However,":[64],"such":[65],"processes":[67],"are":[68],"quite":[69],"time-consuming,":[70],"quality":[73],"plans":[75],"highly":[76],"depends":[77],"on":[78,169],"experience":[80],"physicist.":[84],"In":[85],"this":[86],"paper,":[87],"we":[88],"propose":[89],"an":[90,170],"end-to-end":[91],"Attention-based":[92],"Residual":[93],"Adversarial":[94],"Network":[95],"with":[96],"deep":[97,146],"supervision,":[98],"namely":[99],"ARANet,":[100],"automatically":[102],"predict":[103],"3D":[105],"distribution":[107],"cancer.":[110],"Specifically,":[111],"given":[112],"computer":[114],"tomography":[115],"(CT)":[116],"images":[117],"their":[119],"corresponding":[120],"segmentation":[121],"masks":[122],"PTV":[124],"OARs,":[126],"ARANet":[127],"employs":[128],"prediction":[130,152],"network":[131,153],"generate":[133],"maps.":[136],"We":[137],"also":[138],"utilize":[139],"multi-scale":[141],"residual":[142],"attention":[143],"module":[144],"supervision":[147],"mechanism":[148],"enforce":[150],"extract":[155],"more":[156],"valuable":[157],"features":[159],"suppressing":[161],"irrelevant":[162],"information.":[163],"Our":[164],"proposed":[165],"method":[166],"validated":[168],"in-house":[171],"dataset":[172],"including":[173],"54":[174],"cancer":[176],"patients,":[177],"experimental":[179],"results":[180],"have":[181],"demonstrated":[182],"obvious":[184],"superiority":[185],"compared":[186],"other":[188],"state-of-the-art":[189],"methods.":[190]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
