{"id":"https://openalex.org/W4319790260","doi":"https://doi.org/10.1080/21681163.2022.2159534","title":"Oesophagus Achalasia Diagnosis from Esophagoscopy Based on a Serial Multi-scale Network","display_name":"Oesophagus Achalasia Diagnosis from Esophagoscopy Based on a Serial Multi-scale Network","publication_year":2023,"publication_date":"2023-02-06","ids":{"openalex":"https://openalex.org/W4319790260","doi":"https://doi.org/10.1080/21681163.2022.2159534"},"language":"en","primary_location":{"id":"doi:10.1080/21681163.2022.2159534","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1080/21681163.2022.2159534","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5101472224","display_name":"Kai Jiang","orcid":"https://orcid.org/0000-0001-5260-818X"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kai Jiang","raw_affiliation_strings":["Graduate School of Informatics, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074920808","display_name":"Masahiro Oda","orcid":"https://orcid.org/0000-0001-7714-422X"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Oda","raw_affiliation_strings":["Graduate School of Informatics, Nagoya University, Nagoya, Japan","Information Strategy Office, Information and Communications, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Information Strategy Office, Information and Communications, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054846833","display_name":"Yuichiro Hayashi","orcid":"https://orcid.org/0000-0001-5241-8669"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichiro Hayashi","raw_affiliation_strings":["Graduate School of Informatics, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066757106","display_name":"Hironari Shiwaku","orcid":"https://orcid.org/0000-0002-8435-3668"},"institutions":[{"id":"https://openalex.org/I31784960","display_name":"Fukuoka University","ror":"https://ror.org/04nt8b154","country_code":"JP","type":"education","lineage":["https://openalex.org/I31784960"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hironari Shiwaku","raw_affiliation_strings":["Department of Gastroenterological Surgery, Fukuoka University Faculty of Medicine, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Gastroenterological Surgery, Fukuoka University Faculty of Medicine, Fukuoka, Japan","institution_ids":["https://openalex.org/I31784960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054095765","display_name":"Masashi Misawa","orcid":"https://orcid.org/0000-0002-8520-2036"},"institutions":[{"id":"https://openalex.org/I4210102361","display_name":"Showa University Northern Yokohama Hospital","ror":"https://ror.org/00p9rpe63","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210102361"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masashi Misawa","raw_affiliation_strings":["Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan","institution_ids":["https://openalex.org/I4210102361"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032527419","display_name":"Kensaku Mori","orcid":"https://orcid.org/0000-0002-0100-4797"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kensaku Mori","raw_affiliation_strings":["Graduate School of Informatics, Nagoya University, Nagoya, Japan","Information Technology Center, Nagoya University, Nagoya, Japan","Research Center for Medical Bigdata, National Institute of Informatics, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Information Technology Center, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Research Center for Medical Bigdata, National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5032527419","https://openalex.org/A5101472224"],"corresponding_institution_ids":["https://openalex.org/I184597095","https://openalex.org/I60134161"],"apc_list":null,"apc_paid":null,"fwci":0.2774,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5419177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"11","issue":"4","first_page":"1271","last_page":"1280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10671","display_name":"Gastroesophageal reflux and treatments","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10671","display_name":"Gastroesophageal reflux and treatments","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11658","display_name":"Esophageal and GI Pathology","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11358","display_name":"Dysphagia Assessment and Management","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/achalasia","display_name":"Achalasia","score":0.9803054332733154},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6671167612075806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5908944606781006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44869473576545715},{"id":"https://openalex.org/keywords/esophagus","display_name":"Esophagus","score":0.44833311438560486},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4106808304786682},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.39610081911087036},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36168044805526733},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.20827767252922058}],"concepts":[{"id":"https://openalex.org/C2779958274","wikidata":"https://www.wikidata.org/wiki/Q661015","display_name":"Achalasia","level":3,"score":0.9803054332733154},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6671167612075806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5908944606781006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44869473576545715},{"id":"https://openalex.org/C2777819096","wikidata":"https://www.wikidata.org/wiki/Q173710","display_name":"Esophagus","level":2,"score":0.44833311438560486},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4106808304786682},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.39610081911087036},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36168044805526733},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.20827767252922058},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/21681163.2022.2159534","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1080/21681163.2022.2159534","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4892591225","display_name":null,"funder_award_id":"19hs0110006h0003","funder_id":"https://openalex.org/F4320311405","funder_display_name":"Japan Agency for Medical Research and Development"}],"funders":[{"id":"https://openalex.org/F4320311405","display_name":"Japan Agency for Medical Research and Development","ror":"https://ror.org/004rtk039"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1585069907","https://openalex.org/W1665214252","https://openalex.org/W1901129140","https://openalex.org/W1966300651","https://openalex.org/W2059057721","https://openalex.org/W2075588526","https://openalex.org/W2078620751","https://openalex.org/W2112074630","https://openalex.org/W2188333210","https://openalex.org/W2194775991","https://openalex.org/W2598666589","https://openalex.org/W2614802570","https://openalex.org/W2887653491","https://openalex.org/W2890268332","https://openalex.org/W2890504969","https://openalex.org/W2937271633","https://openalex.org/W2963351448","https://openalex.org/W2992308087","https://openalex.org/W3100205963","https://openalex.org/W3179888767","https://openalex.org/W4211012400","https://openalex.org/W4211105903","https://openalex.org/W4239012417","https://openalex.org/W4289752563","https://openalex.org/W6747701563"],"related_works":["https://openalex.org/W3147220518","https://openalex.org/W2409483681","https://openalex.org/W2567095044","https://openalex.org/W2131891721","https://openalex.org/W3126369925","https://openalex.org/W2524660017","https://openalex.org/W2370839021","https://openalex.org/W1909776041","https://openalex.org/W2388727655","https://openalex.org/W3008785917"],"abstract_inverted_index":{"Oesophageal":[0],"achalasia":[1,29,42,56,140,150,158,170,194],"is":[2,36],"a":[3,21,32,50,69,73,84,104,130,146,155],"primary":[4],"oesophageal":[5],"motility":[6],"disorder":[7],"disease.":[8],"To":[9],"diagnose":[10,41,193],"oesophagus":[11,28],"achalasia,":[12],"physicians":[13,40],"recommend":[14],"endoscopic":[15],"evaluation":[16,143],"of":[17,139,149],"the":[18,44,59,80,97,110,162,166,169,176,188],"oesophagus.":[19],"However,":[20],"low":[22],"sensitivity":[23],"still":[24],"accompanies":[25],"esophagoscopy":[26,45,60,137,196],"on":[27,103,119],"diagnosis.":[30,151],"Thus,":[31],"quantitative":[33],"diagnosis":[34,159,171,177,190],"system":[35,160,172,191],"needed":[37],"to":[38,92,117],"support":[39],"from":[43,58,135,195],"video.":[46,61],"This":[47],"paper":[48],"proposes":[49],"Serial":[51,74,98],"Multi-scale":[52,75,99],"Network":[53],"for":[54],"classifying":[55],"images":[57],"The":[62,142,183],"proposed":[63],"method":[64,128],"contains":[65],"two":[66],"main":[67],"components,":[68],"Dense-pooling":[70,81],"Net,":[71],"and":[72,113,125],"Dilated":[76,100],"encoder.":[77,107],"We":[78,95,108,123],"construct":[79],"Net":[82],"using":[83],"convolution":[85],"neural":[86],"network":[87],"with":[88,129,161],"dense":[89],"mixed-pooling":[90],"connections":[91],"extract":[93],"features.":[94],"design":[96],"encoder":[101,112],"based":[102],"residual-style":[105],"dilated":[106,111],"combine":[109],"spatial":[114],"attention":[115],"modules":[116],"focus":[118],"features":[120],"we":[121,153],"need.":[122],"trained":[124,163],"evaluated":[126],"our":[127],"dataset":[131],"that":[132,187],"was":[133],"extracted":[134],"several":[136],"videos":[138],"patients.":[141],"results":[144,178],"reveal":[145],"state-of-the-art":[147],"accuracy":[148],"Furthermore,":[152],"developed":[154],"real-time":[156,167],"computer-aided":[157],"network.":[164],"In":[165],"test,":[168],"can":[173,192],"stably":[174],"output":[175],"in":[179],"only":[180],"0.138":[181],"seconds.":[182],"extended":[184],"experiments":[185],"demonstrate":[186],"constructed":[189],"videos.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}