{"id":"https://openalex.org/W4389542287","doi":"https://doi.org/10.1109/embc40787.2023.10340487","title":"Scanner Agnostic Ultrasound Image Interpretation","display_name":"Scanner Agnostic Ultrasound Image Interpretation","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389542287","doi":"https://doi.org/10.1109/embc40787.2023.10340487","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083004"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340487","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340487","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 &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5077195610","display_name":"Shital Yelne","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shital Yelne","raw_affiliation_strings":["IIT Madras,Dept of Electrical Engineering,India","Dept of Electrical Engineering, IIT Madras, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Madras,Dept of Electrical Engineering,India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Dept of Electrical Engineering, IIT Madras, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001171175","display_name":"Vikram Melapudi","orcid":null},"institutions":[{"id":"https://openalex.org/I189448455","display_name":"General Electric (Spain)","ror":"https://ror.org/04gbh9b75","country_code":"ES","type":"company","lineage":["https://openalex.org/I1332737386","https://openalex.org/I189448455"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vikram Melapudi","raw_affiliation_strings":["GE HealthCare,Edison AI Advanced Technology Group,Bengaluru,India","Edison AI Advanced Technology Group, GE HealthCare, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE HealthCare,Edison AI Advanced Technology Group,Bengaluru,India","institution_ids":["https://openalex.org/I189448455"]},{"raw_affiliation_string":"Edison AI Advanced Technology Group, GE HealthCare, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006813316","display_name":"Chandan Aladahalli","orcid":null},"institutions":[{"id":"https://openalex.org/I189448455","display_name":"General Electric (Spain)","ror":"https://ror.org/04gbh9b75","country_code":"ES","type":"company","lineage":["https://openalex.org/I1332737386","https://openalex.org/I189448455"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Chandan Aladahalli","raw_affiliation_strings":["GE HealthCare,Edison AI Advanced Technology Group,Bengaluru,India","Edison AI Advanced Technology Group, GE HealthCare, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE HealthCare,Edison AI Advanced Technology Group,Bengaluru,India","institution_ids":["https://openalex.org/I189448455"]},{"raw_affiliation_string":"Edison AI Advanced Technology Group, GE HealthCare, Bengaluru, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008441252","display_name":"K. S. Shriram","orcid":null},"institutions":[{"id":"https://openalex.org/I189448455","display_name":"General Electric (Spain)","ror":"https://ror.org/04gbh9b75","country_code":"ES","type":"company","lineage":["https://openalex.org/I1332737386","https://openalex.org/I189448455"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"K S Shriram","raw_affiliation_strings":["GE HealthCare,Edison AI Advanced Technology Group,Bengaluru,India","Edison AI Advanced Technology Group, GE HealthCare, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE HealthCare,Edison AI Advanced Technology Group,Bengaluru,India","institution_ids":["https://openalex.org/I189448455"]},{"raw_affiliation_string":"Edison AI Advanced Technology Group, GE HealthCare, Bengaluru, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2047367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scanner","display_name":"Scanner","score":0.8197190761566162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6719567775726318},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6237495541572571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5541552305221558},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.5050647854804993},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.49182748794555664},{"id":"https://openalex.org/keywords/ultrasonic-imaging","display_name":"Ultrasonic imaging","score":0.4431461691856384},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43431156873703003},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.18203920125961304},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09816032648086548}],"concepts":[{"id":"https://openalex.org/C2779751349","wikidata":"https://www.wikidata.org/wiki/Q1474480","display_name":"Scanner","level":2,"score":0.8197190761566162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6719567775726318},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6237495541572571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5541552305221558},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5050647854804993},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.49182748794555664},{"id":"https://openalex.org/C2989478337","wikidata":"https://www.wikidata.org/wiki/Q234904","display_name":"Ultrasonic imaging","level":3,"score":0.4431461691856384},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43431156873703003},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.18203920125961304},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09816032648086548},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340487","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340487","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 &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083004","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083004","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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1999360130","https://openalex.org/W2044465660","https://openalex.org/W2116013899","https://openalex.org/W2119798818","https://openalex.org/W2475287302","https://openalex.org/W2963525668","https://openalex.org/W3165667955","https://openalex.org/W4236692733","https://openalex.org/W4297775537","https://openalex.org/W4310330006","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W4232857084","https://openalex.org/W4245233074","https://openalex.org/W2167384162","https://openalex.org/W2001485867","https://openalex.org/W4402492658","https://openalex.org/W1517555227","https://openalex.org/W4313320911","https://openalex.org/W2653993779","https://openalex.org/W2911295078","https://openalex.org/W4327743144"],"abstract_inverted_index":{"Ultrasound":[0],"scanners":[1],"image":[2,134],"the":[3,16,18,22,26,40,46,59,85,94,97,103,116,133,152,155,160],"anatomy":[4],"modulated":[5],"by":[6,58],"their":[7],"characteristic":[8,19,48],"texture.":[9,49],"For":[10],"certain":[11],"anatomical":[12,27,41],"regions":[13],"such":[14,52,166,168],"as":[15,149],"liver,":[17],"texture":[20,95],"of":[21,51,83,96,154],"scanner":[23],"itself":[24],"becomes":[25],"marker.":[28],"Deep":[29],"Learning":[30],"(DL)":[31],"models":[32,53],"trained":[33,129],"on":[34,76],"a":[35,127,167],"scanner-type":[36],"not":[37,124],"only":[38,125],"model":[39,87,131],"content,":[42],"they":[43],"also":[44,140],"learn":[45],"scanner's":[47],"Portability":[50],"across":[54],"scanner-types":[55],"is":[56],"affected":[57],"learnt":[60],"styles":[61],"and":[62],"results":[63],"in":[64,109,162],"suboptimal":[65],"outcome":[66,164],"(e.g.,":[67],"for":[68,132],"segmentation":[69,163],"models,":[70],"lower":[71],"Dice":[72],"values":[73],"when":[74],"inferred":[75],"images":[77],"procured":[78],"from":[79,115],"different":[80],"scanner-type).":[81],"Instead":[82],"retraining":[84,172],"DL":[86,130],"to":[88,101,120,145],"accommodate":[89],"this":[90],"diversity,":[91],"we":[92,139],"transform":[93],"previously":[98,128],"unseen":[99],"data":[100],"match":[102],"training":[104],"distribution.":[105],"Neural":[106],"style":[107,147,169],"transfer":[108,148,170],"prior":[110],"art":[111],"has":[112],"used":[113],"features":[114],"popular":[117],"VGG":[118],"network":[119],"accomplish":[121,146],"this.":[122],"We":[123,158],"use":[126],"interpretation":[135],"task":[136],"e.g.":[137],"segmentation,":[138],"utilize":[141],"its":[142],"feature":[143],"maps":[144],"well,":[150],"reducing":[151],"complexity":[153],"algorithm":[156],"pipeline.":[157],"demonstrate":[159],"improvement":[161],"after":[165],"without":[171],"an":[173],"existing":[174],"model.":[175]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
