{"id":"https://openalex.org/W4389724621","doi":"https://doi.org/10.1109/iotais60147.2023.10346046","title":"MRI Hepatic Fibrosis Stage Diagnosis Using Exchange Learning","display_name":"MRI Hepatic Fibrosis Stage Diagnosis Using Exchange Learning","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389724621","doi":"https://doi.org/10.1109/iotais60147.2023.10346046"},"language":"en","primary_location":{"id":"doi:10.1109/iotais60147.2023.10346046","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iotais60147.2023.10346046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)","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/A5038877168","display_name":"Yusaku Nishimura","orcid":"https://orcid.org/0000-0002-2672-8732"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusaku Nishimura","raw_affiliation_strings":["Graduate School of Natural Sciences, Kanazawa University,Kanazawa,Japan","Graduate School of Natural Sciences, Kanazawa University, Kanazawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Natural Sciences, Kanazawa University,Kanazawa,Japan","institution_ids":["https://openalex.org/I10091056"]},{"raw_affiliation_string":"Graduate School of Natural Sciences, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075381356","display_name":"Kousuke Imamura","orcid":"https://orcid.org/0000-0001-9265-7074"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kousuke Imamura","raw_affiliation_strings":["Institute of Science and Engineering, Kanazawa University,Kanazawa,Japan","Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Science and Engineering, Kanazawa University,Kanazawa,Japan","institution_ids":["https://openalex.org/I10091056"]},{"raw_affiliation_string":"Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029170891","display_name":"Satoshi Kobayashi","orcid":"https://orcid.org/0000-0001-7759-399X"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Satoshi Kobayashi","raw_affiliation_strings":["Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University,Kanazawa,Japan","Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University,Kanazawa,Japan","institution_ids":["https://openalex.org/I10091056"]},{"raw_affiliation_string":"Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.201,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61184188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.996999979019165,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9793000221252441,"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"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9739999771118164,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.7552282214164734},{"id":"https://openalex.org/keywords/hepatic-fibrosis","display_name":"Hepatic fibrosis","score":0.5331743359565735},{"id":"https://openalex.org/keywords/fibrosis","display_name":"Fibrosis","score":0.4990532398223877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48861104249954224},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4228232204914093},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3232359290122986},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3206613063812256},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.29319238662719727},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17121446132659912},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08253496885299683}],"concepts":[{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.7552282214164734},{"id":"https://openalex.org/C2993667909","wikidata":"https://www.wikidata.org/wiki/Q147778","display_name":"Hepatic fibrosis","level":3,"score":0.5331743359565735},{"id":"https://openalex.org/C2780559512","wikidata":"https://www.wikidata.org/wiki/Q605709","display_name":"Fibrosis","level":2,"score":0.4990532398223877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48861104249954224},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4228232204914093},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3232359290122986},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3206613063812256},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.29319238662719727},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17121446132659912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08253496885299683},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iotais60147.2023.10346046","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iotais60147.2023.10346046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1972453204","https://openalex.org/W2009135063","https://openalex.org/W2341948006","https://openalex.org/W2618530766","https://openalex.org/W2620998106","https://openalex.org/W2800737063","https://openalex.org/W2896682297","https://openalex.org/W2942966655","https://openalex.org/W2947814151","https://openalex.org/W3035984306","https://openalex.org/W3128646645","https://openalex.org/W4255712601"],"related_works":["https://openalex.org/W2329386257","https://openalex.org/W2503350049","https://openalex.org/W2397616145","https://openalex.org/W2397320258","https://openalex.org/W4324058133","https://openalex.org/W648618910","https://openalex.org/W4393624937","https://openalex.org/W4296658948","https://openalex.org/W3167355683","https://openalex.org/W2359836703"],"abstract_inverted_index":{"Cancer":[0],"is":[1,49,105,118],"a":[2,16,23,32,69,87,106,119],"leading":[3],"cause":[4],"of":[5,19,29,44,94,99],"death":[6],"from":[7],"disease":[8],"worldwide.":[9],"Liver":[10],"cancer":[11],"in":[12,72],"particular,":[13],"accounts":[14],"for":[15,25,84,112],"large":[17],"proportion":[18],"this":[20,65],"statistic.":[21],"As":[22],"method":[24,71,131],"determining":[26],"the":[27,42,50,102,115,123,129],"extent":[28],"liver":[30,38,45,47,54],"fibrosis,":[31],"condition":[33],"that":[34,108,121,128],"can":[35],"lead":[36],"to":[37],"cirrhosis":[39],"and":[40,80],"elevate":[41],"risk":[43],"cancer,":[46],"biopsy":[48,55],"gold":[51],"standard.":[52],"However,":[53],"involves":[56],"serous":[57],"risks,":[58],"as":[59,82],"it":[60],"requires":[61],"invasive":[62],"inspection.":[63],"In":[64],"study,":[66],"we":[67],"propose":[68],"noninvasive":[70],"which":[73],"MR":[74],"images":[75],"are":[76],"divided":[77],"into":[78],"patches":[79],"used":[81],"input":[83],"recognition":[85],"by":[86],"deep":[88],"learning":[89,111],"model.":[90],"The":[91],"network":[92,107,120],"structure":[93],"our":[95],"proposed":[96,130],"model":[97],"consists":[98],"two":[100],"stages:":[101],"first":[103],"stage":[104,117],"uses":[109],"exchange":[110],"patch-based":[113],"recognition:":[114],"second":[116],"produces":[122],"final":[124],"diagnosis.":[125],"We":[126],"demonstrate":[127],"has":[132],"high":[133],"diagnostic":[134],"accuracy.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}