{"id":"https://openalex.org/W3011393400","doi":"https://doi.org/10.1109/access.2020.2980002","title":"Rapid Prediction of Respiratory Motion Based on Bidirectional Gated Recurrent Unit Network","display_name":"Rapid Prediction of Respiratory Motion Based on Bidirectional Gated Recurrent Unit Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011393400","doi":"https://doi.org/10.1109/access.2020.2980002","mag":"3011393400"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2980002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980002","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032108.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/ielx7/6287639/8948470/09032108.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100768970","display_name":"Shumei Yu","orcid":"https://orcid.org/0000-0002-2625-0310"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shumei Yu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030197875","display_name":"Jiateng Wang","orcid":"https://orcid.org/0000-0003-0612-8235"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiateng Wang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0612-8235","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060877237","display_name":"Jinguo Liu","orcid":"https://orcid.org/0000-0002-6790-6582"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinguo Liu","raw_affiliation_strings":["Chinese Academy of Sciences, Shenyang Institute of Automation, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-6790-6582","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Shenyang Institute of Automation, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063905802","display_name":"Rongchuan Sun","orcid":"https://orcid.org/0000-0002-0890-9097"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongchuan Sun","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078637362","display_name":"Shaolong Kuang","orcid":"https://orcid.org/0000-0001-5590-7943"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaolong Kuang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5590-7943","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028713186","display_name":"Lining Sun","orcid":"https://orcid.org/0000-0001-5557-3509"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lining Sun","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":3.6456,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93424139,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"49424","last_page":"49435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9897000193595886,"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/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7659052610397339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7567538022994995},{"id":"https://openalex.org/keywords/radiosurgery","display_name":"Radiosurgery","score":0.6101329922676086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5260457992553711},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5221241116523743},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.49776768684387207},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4857521653175354},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4649938642978668},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3579031825065613},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34336304664611816}],"concepts":[{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7659052610397339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7567538022994995},{"id":"https://openalex.org/C2780387249","wikidata":"https://www.wikidata.org/wiki/Q973234","display_name":"Radiosurgery","level":3,"score":0.6101329922676086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5260457992553711},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5221241116523743},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.49776768684387207},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4857521653175354},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4649938642978668},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3579031825065613},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34336304664611816},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.2980002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980002","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032108.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:1bcb8e825d16489ea61bc86c9fe8408a","is_oa":true,"landing_page_url":"https://doaj.org/article/1bcb8e825d16489ea61bc86c9fe8408a","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 8, Pp 49424-49435 (2020)","raw_type":"article"},{"id":"pmh:oai:ir.sia.cn/:173321/26785","is_oa":false,"landing_page_url":"http://ir.sia.cn/handle/173321/26785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2980002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980002","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032108.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":[{"score":0.7699999809265137,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G6322843039","display_name":null,"funder_award_id":"61773273","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011393400.pdf","grobid_xml":"https://content.openalex.org/works/W3011393400.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W87683609","https://openalex.org/W89399927","https://openalex.org/W183565270","https://openalex.org/W1596604937","https://openalex.org/W1847088711","https://openalex.org/W1979830623","https://openalex.org/W1983008742","https://openalex.org/W1985117106","https://openalex.org/W1998225682","https://openalex.org/W2039240409","https://openalex.org/W2041332468","https://openalex.org/W2055170023","https://openalex.org/W2055777557","https://openalex.org/W2061755753","https://openalex.org/W2071042777","https://openalex.org/W2084851290","https://openalex.org/W2094880919","https://openalex.org/W2117014758","https://openalex.org/W2119594372","https://openalex.org/W2131774270","https://openalex.org/W2141232246","https://openalex.org/W2162084438","https://openalex.org/W2326230523","https://openalex.org/W2740570963","https://openalex.org/W2765883714","https://openalex.org/W2807640169","https://openalex.org/W2808004990","https://openalex.org/W2883294590","https://openalex.org/W2890530628","https://openalex.org/W2897696723","https://openalex.org/W2972178360","https://openalex.org/W2980647319","https://openalex.org/W2999442387","https://openalex.org/W3102101168","https://openalex.org/W6607582494","https://openalex.org/W6638824847"],"related_works":["https://openalex.org/W2077579868","https://openalex.org/W1490990766","https://openalex.org/W72122836","https://openalex.org/W2049714445","https://openalex.org/W3032177237","https://openalex.org/W2476392803","https://openalex.org/W4292594305","https://openalex.org/W2397473359","https://openalex.org/W1966770639","https://openalex.org/W2056284512"],"abstract_inverted_index":{"In":[0],"chest":[1],"and":[2,122],"abdomen":[3],"robotic":[4,13,42],"radiosurgery,":[5,43],"due":[6],"to":[7,93,128],"the":[8,12,15,29,36,39,78,85,95,103,107,114,130,164,169],"motion":[9,66],"delay":[10,26,40],"of":[11,23,31,38,80,87,106,137,168],"manipulator,":[14],"tumor":[16,108],"position":[17,105],"tracking":[18,67],"process":[19,79],"has":[20,56,117],"a":[21,44,50,60,118,135,144],"period":[22],"delay.":[24],"This":[25,160],"ultimately":[27],"affects":[28],"accuracy":[30,86],"radiosurgery":[32],"treatment.":[33],"To":[34,140],"address":[35],"influence":[37,84],"in":[41,59,68,77,134,157],"Long-and-Short-Term":[45],"Memory":[46],"(LSTM)":[47],"network":[48,62,97,116,170],"as":[49,102],"deep":[51],"Recurrent":[52,152],"Neural":[53],"Network":[54],"(RNN)":[55],"been":[57],"applied":[58],"prediction":[61,96,131,146],"model":[63,132,147,171],"for":[64],"respiratory":[65,73],"recent":[69],"years.":[70],"However,":[71,113],"patients'":[72],"state":[74],"may":[75,83,124],"change":[76],"treatment,":[81],"which":[82],"prediction.":[88],"Therefore,":[89],"it":[90,123],"is":[91,155],"necessary":[92],"update":[94,120,133],"through":[98],"additional":[99],"data,":[100],"such":[101],"actual":[104],"obtained":[109],"by":[110,172],"X-ray":[111,138],"imaging.":[112],"LSTM":[115],"long":[119],"time,":[121],"not":[125],"be":[126],"able":[127],"complete":[129],"cycle":[136],"acquisition.":[139],"solve":[141],"this":[142,158],"problem,":[143],"fast":[145],"based":[148],"on":[149],"Bidirectional":[150],"Gated":[151],"Unit":[153],"(Bi-GRU),":[154],"proposed":[156],"paper.":[159],"method":[161],"can":[162],"reduce":[163],"average":[165],"updating":[166],"time":[167],"30%.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
