{"id":"https://openalex.org/W4389543151","doi":"https://doi.org/10.1109/embc40787.2023.10340429","title":"Automated Shoulder Implant Manufacturer Detection using Encoder Decoder based Classifier from X-ray Images","display_name":"Automated Shoulder Implant Manufacturer Detection using Encoder Decoder based Classifier from X-ray Images","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389543151","doi":"https://doi.org/10.1109/embc40787.2023.10340429","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083717"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5012011265","display_name":"Aparna Kanakatte","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Aparna Kanakatte","raw_affiliation_strings":["TCS Research,Bengaluru,India","TCS Research, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"TCS Research,Bengaluru,India","institution_ids":[]},{"raw_affiliation_string":"TCS Research, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111090493","display_name":"Divya Bhatia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Divya Bhatia","raw_affiliation_strings":["TCS Research,Bengaluru,India","TCS Research, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"TCS Research,Bengaluru,India","institution_ids":[]},{"raw_affiliation_string":"TCS Research, Bengaluru, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013973948","display_name":"Avik Ghose","orcid":"https://orcid.org/0000-0002-0733-7082"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Avik Ghose","raw_affiliation_strings":["TCS Research,Bengaluru,India","TCS Research, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"TCS Research,Bengaluru,India","institution_ids":[]},{"raw_affiliation_string":"TCS Research, Bengaluru, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012011265"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3375,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54894398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9934999942779541,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9934999942779541,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9929999709129333,"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/T11363","display_name":"Dental Radiography and Imaging","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6660162210464478},{"id":"https://openalex.org/keywords/prosthesis","display_name":"Prosthesis","score":0.6433041095733643},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6321555376052856},{"id":"https://openalex.org/keywords/implant","display_name":"Implant","score":0.5700817108154297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5486600399017334},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5217583775520325},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45785650610923767},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.439893513917923},{"id":"https://openalex.org/keywords/range-of-motion","display_name":"Range of motion","score":0.43287327885627747},{"id":"https://openalex.org/keywords/arthroplasty","display_name":"Arthroplasty","score":0.43194687366485596},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4128056764602661},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21558740735054016},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.12693294882774353},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12177824974060059},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0939590334892273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6660162210464478},{"id":"https://openalex.org/C2778715743","wikidata":"https://www.wikidata.org/wiki/Q181802","display_name":"Prosthesis","level":2,"score":0.6433041095733643},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6321555376052856},{"id":"https://openalex.org/C2781411149","wikidata":"https://www.wikidata.org/wiki/Q486975","display_name":"Implant","level":2,"score":0.5700817108154297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5486600399017334},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5217583775520325},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45785650610923767},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.439893513917923},{"id":"https://openalex.org/C60465272","wikidata":"https://www.wikidata.org/wiki/Q494478","display_name":"Range of motion","level":2,"score":0.43287327885627747},{"id":"https://openalex.org/C2778336525","wikidata":"https://www.wikidata.org/wiki/Q708178","display_name":"Arthroplasty","level":2,"score":0.43194687366485596},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4128056764602661},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21558740735054016},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.12693294882774353},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12177824974060059},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0939590334892273},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007595","descriptor_name":"Joint Prosthesis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007595","descriptor_name":"Joint Prosthesis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007595","descriptor_name":"Joint Prosthesis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007595","descriptor_name":"Joint Prosthesis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007595","descriptor_name":"Joint Prosthesis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011474","descriptor_name":"Prosthesis Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011474","descriptor_name":"Prosthesis Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011474","descriptor_name":"Prosthesis Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011474","descriptor_name":"Prosthesis Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011474","descriptor_name":"Prosthesis Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012782","descriptor_name":"Shoulder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012782","descriptor_name":"Shoulder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012782","descriptor_name":"Shoulder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012782","descriptor_name":"Shoulder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012782","descriptor_name":"Shoulder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012785","descriptor_name":"Shoulder Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014965","descriptor_name":"X-Rays","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014965","descriptor_name":"X-Rays","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014965","descriptor_name":"X-Rays","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014965","descriptor_name":"X-Rays","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014965","descriptor_name":"X-Rays","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019643","descriptor_name":"Arthroplasty, Replacement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019643","descriptor_name":"Arthroplasty, Replacement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019643","descriptor_name":"Arthroplasty, Replacement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019643","descriptor_name":"Arthroplasty, Replacement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019643","descriptor_name":"Arthroplasty, Replacement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020959","descriptor_name":"Polyethylene","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020959","descriptor_name":"Polyethylene","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020959","descriptor_name":"Polyethylene","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020959","descriptor_name":"Polyethylene","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020959","descriptor_name":"Polyethylene","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083717","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083717","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W3017372248","https://openalex.org/W3025075066","https://openalex.org/W3137681412","https://openalex.org/W3165420968","https://openalex.org/W3216058946"],"related_works":["https://openalex.org/W3203142394","https://openalex.org/W4390516098","https://openalex.org/W4302615923","https://openalex.org/W2181948922","https://openalex.org/W2542937328","https://openalex.org/W1974101135","https://openalex.org/W2351061015","https://openalex.org/W2384362569","https://openalex.org/W2221419418","https://openalex.org/W4304695312"],"abstract_inverted_index":{"Total":[0],"shoulder":[1,16],"arthroplasty":[2],"is":[3,66],"the":[4,8,15,31,40,56,74,91,96,101,112,120,133],"process":[5,71,93],"of":[6,34,76,100,127],"replacing":[7],"damaged":[9],"ball":[10],"and":[11,23,36,63,69,98],"socket":[12],"joint":[13],"in":[14],"with":[17,21,111,124],"a":[18,67],"prosthesis":[19,27],"made":[20],"polyethylene":[22],"metal":[24],"components.":[25],"The":[26],"helps":[28],"to":[29,42,44,52,59,72],"restore":[30],"normal":[32],"range":[33],"motion":[35],"reduce":[37],"pain,":[38],"enabling":[39],"patient":[41],"return":[43],"their":[45],"daily":[46],"activities.":[47],"These":[48],"implants":[49],"may":[50],"need":[51],"be":[53],"replaced":[54],"over":[55],"years":[57],"due":[58],"damage":[60],"or":[61],"wear":[62],"tear.":[64],"It":[65],"tedious":[68],"time-consuming":[70],"identify":[73,119],"type":[75],"implant":[77,121],"if":[78],"medical":[79],"records":[80],"are":[81],"not":[82],"properly":[83],"maintained.":[84],"Artificial":[85],"intelligence":[86],"systems":[87],"can":[88,118],"speed":[89],"up":[90],"treatment":[92],"by":[94],"classifying":[95],"manufacturer":[97,122],"model":[99],"prosthesis.":[102],"We":[103],"have":[104],"proposed":[105],"an":[106],"encoder-decoder":[107],"based":[108],"classifier":[109],"along":[110],"supervised":[113],"contrastive":[114],"loss":[115],"function":[116],"that":[117],"effectively":[123],"increased":[125],"accuracy":[126],"92%":[128],"from":[129],"X-ray":[130],"images":[131],"overcoming":[132],"class":[134],"imbalance":[135],"problem.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}