{"id":"https://openalex.org/W2891699876","doi":"https://doi.org/10.1109/icip.2018.8451820","title":"Automatic Segmentation of Shoulder Joint in MRI Using Patch-Based and Fully Convolutional Networks","display_name":"Automatic Segmentation of Shoulder Joint in MRI Using Patch-Based and Fully Convolutional Networks","publication_year":2018,"publication_date":"2018-09-07","ids":{"openalex":"https://openalex.org/W2891699876","doi":"https://doi.org/10.1109/icip.2018.8451820","mag":"2891699876"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2018.8451820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451820","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","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/A5100331840","display_name":"Yunpeng Liu","orcid":"https://orcid.org/0000-0002-3783-0054"},"institutions":[{"id":"https://openalex.org/I1315279114","display_name":"Zhejiang Wanli University","ror":"https://ror.org/00rjdhd62","country_code":"CN","type":"education","lineage":["https://openalex.org/I1315279114"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liu Yunpeng","raw_affiliation_strings":["Faculty of Electronics & Computer, Zhejiang Wanli University, Ningbo"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics & Computer, Zhejiang Wanli University, Ningbo","institution_ids":["https://openalex.org/I1315279114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071899499","display_name":"Wenli Cai","orcid":"https://orcid.org/0000-0001-5883-5383"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cai Wenli","raw_affiliation_strings":["Radiology 3D Imaging Laboratory, Harvard Medical School, Boston"],"affiliations":[{"raw_affiliation_string":"Radiology 3D Imaging Laboratory, Harvard Medical School, Boston","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hong Guobin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong Guobin","raw_affiliation_strings":["Medical Imaging Department, The Fifth Hospital Affiliated to Zhongshan University, Zhongshan"],"affiliations":[{"raw_affiliation_string":"Medical Imaging Department, The Fifth Hospital Affiliated to Zhongshan University, Zhongshan","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wang Renfang","orcid":null},"institutions":[{"id":"https://openalex.org/I1315279114","display_name":"Zhejiang Wanli University","ror":"https://ror.org/00rjdhd62","country_code":"CN","type":"education","lineage":["https://openalex.org/I1315279114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Renfang","raw_affiliation_strings":["Faculty of Electronics & Computer, Zhejiang Wanli University, Ningbo"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics & Computer, Zhejiang Wanli University, Ningbo","institution_ids":["https://openalex.org/I1315279114"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044527743","display_name":"Ran Jin","orcid":"https://orcid.org/0000-0002-1405-1189"},"institutions":[{"id":"https://openalex.org/I1315279114","display_name":"Zhejiang Wanli University","ror":"https://ror.org/00rjdhd62","country_code":"CN","type":"education","lineage":["https://openalex.org/I1315279114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Ran","raw_affiliation_strings":["Faculty of Electronics & Computer, Zhejiang Wanli University, Ningbo"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics & Computer, Zhejiang Wanli University, Ningbo","institution_ids":["https://openalex.org/I1315279114"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100331840"],"corresponding_institution_ids":["https://openalex.org/I1315279114"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10106234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10008","issue":null,"first_page":"3508","last_page":"3512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9569000005722046,"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"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9569000005722046,"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/T10280","display_name":"Shoulder Injury and Treatment","score":0.9103000164031982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8423073291778564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7061330676078796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6896600723266602},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.5878453850746155},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48633676767349243},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.479099303483963},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4653988778591156},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45965638756752014},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4250306487083435}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8423073291778564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7061330676078796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6896600723266602},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.5878453850746155},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48633676767349243},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.479099303483963},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4653988778591156},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45965638756752014},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4250306487083435},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2018.8451820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451820","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","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":15,"referenced_works":["https://openalex.org/W1582640985","https://openalex.org/W1586173392","https://openalex.org/W1903029394","https://openalex.org/W2005268224","https://openalex.org/W2070781893","https://openalex.org/W2113638105","https://openalex.org/W2163605009","https://openalex.org/W2172062963","https://openalex.org/W2395611524","https://openalex.org/W2444070604","https://openalex.org/W2521068627","https://openalex.org/W2523005792","https://openalex.org/W2752238301","https://openalex.org/W2752967760","https://openalex.org/W2962807789"],"related_works":["https://openalex.org/W3197954266","https://openalex.org/W4389009345","https://openalex.org/W3047746737","https://openalex.org/W3021454079","https://openalex.org/W1522196789","https://openalex.org/W4287691568","https://openalex.org/W4220718606","https://openalex.org/W2085143385","https://openalex.org/W2005489729","https://openalex.org/W3090294949"],"abstract_inverted_index":{"Two":[0],"deep":[1],"learning":[2],"networks,":[3,8],"patch-based":[4,51],"and":[5,14,41,49,75,79,115,125,148,152],"fully":[6],"convolutional":[7],"are":[9,26,62,82,119],"employed":[10],"for":[11],"automated":[12],"detection":[13],"segmentation":[15,24,34,38,47,55,60,144],"of":[16,77,96,145],"shoulder":[17],"joint":[18],"structure":[19],"on":[20],"MRI.":[21],"First,":[22],"four":[23,59],"models":[25,32,61],"build":[27],"including":[28],"three":[29],"U-Net":[30],"based":[31],"(glenoid":[33],"model,":[35,39],"humeral":[36,42,80],"head":[37,43,81],"glenoid":[40,78],"as":[44],"a":[45],"whole":[46],"model)":[48],"one":[50],"adjusted":[52],"AlexNet":[53],"(AANet)":[54],"model.":[56],"Then":[57],"the":[58,66,72,94,97,102,106,142],"used":[63,91],"to":[64,92,138,141],"get":[65],"candidate":[67],"bone":[68,98],"regions":[69,76],"from":[70],"which":[71],"correct":[73],"locations":[74],"obtained":[83],"by":[84],"voting.":[85],"Last,":[86],"AANet":[87],"model":[88],"is":[89,134],"further":[90],"segment":[93],"edge":[95],"with":[99],"accuracy":[100,118],"at":[101],"pixel":[103],"level.":[104],"From":[105],"experimental":[107],"results,":[108],"Dice":[109],"Coefficient,":[110],"Positive":[111],"Predicted":[112],"Value":[113],"(PPV)":[114],"Sensitivity":[116],"average":[117],"0.92":[120],"\u00b1":[121,123,127],"0.02,0.96":[122],"0.03":[124],"0.94":[126],"0.02":[128],"respectively.":[129],"Note":[130],"that":[131],"our":[132],"framework":[133],"also":[135],"generic":[136],"enough":[137],"be":[139],"applied":[140],"precise":[143],"specific":[146],"organs":[147],"tissues":[149],"in":[150],"CT":[151],"MRI":[153],"under":[154],"small":[155],"sample":[156],"data.":[157]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}