{"id":"https://openalex.org/W4389428535","doi":"https://doi.org/10.1109/jbhi.2023.3340201","title":"Label-Free Medical Image Quality Evaluation by Semantics-Aware Contrastive Learning in IoMT","display_name":"Label-Free Medical Image Quality Evaluation by Semantics-Aware Contrastive Learning in IoMT","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4389428535","doi":"https://doi.org/10.1109/jbhi.2023.3340201","pmid":"https://pubmed.ncbi.nlm.nih.gov/38060354"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3340201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3340201","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://aura.abdn.ac.uk/bitstream/2164/22588/1/Yi_etal_JBHI_Label-Free_Medical_Image_AAM.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036004635","display_name":"Dewei Yi","orcid":"https://orcid.org/0000-0003-1702-9136"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dewei Yi","raw_affiliation_strings":["Department of Computing Science, University of Aberdeen, Aberdeen, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1702-9136","affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Aberdeen, Aberdeen, U.K","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090235962","display_name":"Yining Hua","orcid":"https://orcid.org/0000-0002-3377-6943"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yining Hua","raw_affiliation_strings":["Department of Computing Science, University of Aberdeen, Aberdeen, U.K"],"raw_orcid":"https://orcid.org/0000-0002-3377-6943","affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Aberdeen, Aberdeen, U.K","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009413112","display_name":"Peter Murchie","orcid":"https://orcid.org/0000-0001-9968-5991"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Murchie","raw_affiliation_strings":["Centre for Academic Primary Care, Insitute of Applied Health Sciences, University of Aberdeen, Aberdeen, U.K"],"raw_orcid":"https://orcid.org/0000-0001-9968-5991","affiliations":[{"raw_affiliation_string":"Centre for Academic Primary Care, Insitute of Applied Health Sciences, University of Aberdeen, Aberdeen, U.K","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030441991","display_name":"Pradip Kumar Sharma","orcid":"https://orcid.org/0000-0001-6620-9083"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pradip Kumar Sharma","raw_affiliation_strings":["Department of Computing Science, University of Aberdeen, Aberdeen, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6620-9083","affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Aberdeen, Aberdeen, U.K","institution_ids":["https://openalex.org/I195460627"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036004635"],"corresponding_institution_ids":["https://openalex.org/I195460627"],"apc_list":null,"apc_paid":null,"fwci":0.6438,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65322622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"29","issue":"4","first_page":"2335","last_page":"2344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9771000146865845,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9771000146865845,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9575999975204468,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9359999895095825,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8310894966125488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5983527302742004},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5805884599685669},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5373761653900146},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5313594341278076},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5244072675704956},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.501345157623291},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4776405394077301},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41436856985092163},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3947182893753052},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36866849660873413},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0981731116771698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8310894966125488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5983527302742004},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5805884599685669},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5373761653900146},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5313594341278076},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5244072675704956},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.501345157623291},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4776405394077301},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41436856985092163},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3947182893753052},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36866849660873413},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0981731116771698},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2023.3340201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3340201","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38060354","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38060354","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:aura.abdn.ac.uk:2164/22588","is_oa":true,"landing_page_url":"https://hdl.handle.net/2164/22588","pdf_url":"https://aura.abdn.ac.uk/bitstream/2164/22588/1/Yi_etal_JBHI_Label-Free_Medical_Image_AAM.pdf","source":{"id":"https://openalex.org/S4306400966","display_name":"Aberdeen University Research Archive (Aberdeen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195460627","host_organization_name":"University of Aberdeen","host_organization_lineage":["https://openalex.org/I195460627"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:aura.abdn.ac.uk:2164/22588","is_oa":true,"landing_page_url":"https://hdl.handle.net/2164/22588","pdf_url":"https://aura.abdn.ac.uk/bitstream/2164/22588/1/Yi_etal_JBHI_Label-Free_Medical_Image_AAM.pdf","source":{"id":"https://openalex.org/S4306400966","display_name":"Aberdeen University Research Archive (Aberdeen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195460627","host_organization_name":"University of Aberdeen","host_organization_lineage":["https://openalex.org/I195460627"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4484375687","display_name":null,"funder_award_id":"EDDPJT-May23/100001","funder_id":"https://openalex.org/F4320319985","funder_display_name":"Cancer Research UK"},{"id":"https://openalex.org/G6976145177","display_name":null,"funder_award_id":"100001","funder_id":"https://openalex.org/F4320319985","funder_display_name":"Cancer Research UK"}],"funders":[{"id":"https://openalex.org/F4320319985","display_name":"Cancer Research UK","ror":"https://ror.org/054225q67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389428535.pdf","grobid_xml":"https://content.openalex.org/works/W4389428535.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1977725648","https://openalex.org/W1981572319","https://openalex.org/W1982471090","https://openalex.org/W2015015901","https://openalex.org/W2051596736","https://openalex.org/W2053005719","https://openalex.org/W2066454956","https://openalex.org/W2066667210","https://openalex.org/W2102166818","https://openalex.org/W2143901157","https://openalex.org/W2161989935","https://openalex.org/W2296030939","https://openalex.org/W2317836139","https://openalex.org/W2565312867","https://openalex.org/W2734603456","https://openalex.org/W2754213847","https://openalex.org/W2794825826","https://openalex.org/W2888179472","https://openalex.org/W2905544033","https://openalex.org/W2964060609","https://openalex.org/W3016028173","https://openalex.org/W3035712445","https://openalex.org/W3103635814","https://openalex.org/W3112383662","https://openalex.org/W3122490299","https://openalex.org/W3158731422","https://openalex.org/W3166396011","https://openalex.org/W3171420223","https://openalex.org/W3174710842","https://openalex.org/W3194280054","https://openalex.org/W3194802500","https://openalex.org/W3213421775","https://openalex.org/W3215010342","https://openalex.org/W4214745154","https://openalex.org/W4221143398","https://openalex.org/W4224267514","https://openalex.org/W4229439215","https://openalex.org/W4312327698","https://openalex.org/W4312571336","https://openalex.org/W4315641800","https://openalex.org/W4382462760","https://openalex.org/W4386609198","https://openalex.org/W6754966153","https://openalex.org/W6791353385"],"related_works":["https://openalex.org/W325681004","https://openalex.org/W2344190797","https://openalex.org/W2162041136","https://openalex.org/W2078659853","https://openalex.org/W2952214616","https://openalex.org/W4300523141","https://openalex.org/W2393302202","https://openalex.org/W2292631940","https://openalex.org/W3093339210","https://openalex.org/W3015037427"],"abstract_inverted_index":{"With":[0],"the":[1,5,20,27,49,138,142,167],"rapid":[2],"development":[3],"of":[4,22,29,53,56,76,183],"Internet-of-Medical-Things":[6],"(IoMT)":[7],"in":[8,26,47,87,166],"recent":[9],"years,":[10],"it":[11,41],"has":[12],"emerged":[13],"as":[14,60],"a":[15,73,85,89,99,105,112,150,190,195,200,216,225],"promising":[16],"solution":[17],"to":[18,43,80,124,188],"alleviate":[19],"workload":[21],"medical":[23,57,78,126,196,236],"staff,":[24],"particularly":[25],"field":[28],"Medical":[30],"Image":[31],"Quality":[32],"Assessment":[33],"(MIQA).":[34],"By":[35],"deploying":[36],"MIQA":[37,70,101],"based":[38],"on":[39],"IoMT,":[40],"proves":[42],"be":[44,81],"highly":[45],"valuable":[46],"assisting":[48],"diagnosis":[50],"and":[51,65,141,161,179,211],"treatment":[52],"various":[54],"types":[55],"images,":[58,62,64],"such":[59],"fundus":[61],"ultrasound":[63],"dermoscopic":[66],"images.":[67],"However,":[68],"traditional":[69],"models":[71],"necessitate":[72],"substantial":[74],"number":[75],"labeled":[77],"images":[79],"effective,":[82],"which":[83],"poses":[84],"challenge":[86],"acquiring":[88],"sufficient":[90],"training":[91],"dataset.":[92],"To":[93,198],"address":[94],"this":[95,184],"issue,":[96],"we":[97,203],"present":[98],"label-free":[100],"model":[102,117],"developed":[103],"through":[104,149],"zero-shot":[106,136],"learning":[107,146],"approach.":[108],"This":[109],"paper":[110],"introduces":[111],"Semantics-Aware":[113],"Contrastive":[114,152],"Learning":[115],"(SCL)":[116],"that":[118],"can":[119],"effectively":[120],"generalise":[121],"quality":[122,192,222,238],"assessment":[123],"diverse":[125],"image":[127,221,237],"types.":[128],"The":[129],"proposed":[130],"method":[131,229],"integrates":[132],"features":[133,163,172],"extracted":[134,165,175],"from":[135,176],"learning,":[137],"spatial":[139,168],"domain,":[140,169],"frequency":[143,171],"domain.":[144],"Zero-shot":[145],"is":[147,186],"achieved":[148],"tailored":[151],"Language-Image":[153],"Pre-training":[154],"(CLIP)":[155],"model.":[156],"Natural":[157],"Scene":[158],"Statistics":[159],"(NSS)":[160],"patch-based":[162],"are":[164,173],"while":[170],"hierarchically":[174],"both":[177],"local":[178],"global":[180],"levels.":[181],"All":[182],"information":[185],"utilised":[187],"derive":[189],"final":[191],"score":[193],"for":[194,219],"image.":[197],"ensure":[199],"comprehensive":[201],"evaluation,":[202],"not":[204],"only":[205],"utilise":[206],"two":[207],"existing":[208],"datasets,":[209,239],"EyeQ":[210],"LiverQ,":[212],"but":[213],"also":[214],"create":[215],"dataset":[217],"specifically":[218],"skin":[220],"assessment.":[223],"As":[224],"result,":[226],"our":[227],"SCL":[228],"undergoes":[230],"extensive":[231],"evaluation":[232],"using":[233],"all":[234],"three":[235],"demonstrating":[240],"its":[241],"superiority":[242],"over":[243],"advanced":[244],"models.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
