{"id":"https://openalex.org/W4410296428","doi":"https://doi.org/10.1109/isbi60581.2025.10981175","title":"Metafusion: A Novel Method for Integrating Clinical Metadata with Imaging Modalities for Medical Applications","display_name":"Metafusion: A Novel Method for Integrating Clinical Metadata with Imaging Modalities for Medical Applications","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410296428","doi":"https://doi.org/10.1109/isbi60581.2025.10981175"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10981175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093751853","display_name":"Ananya Raghu","orcid":"https://orcid.org/0009-0002-4282-3163"},"institutions":[{"id":"https://openalex.org/I150590629","display_name":"Lane College","ror":"https://ror.org/00e7vgg86","country_code":"US","type":"education","lineage":["https://openalex.org/I150590629"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ananya Raghu","raw_affiliation_strings":["The Quarry Lane School,Dublin,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Quarry Lane School,Dublin,CA,USA","institution_ids":["https://openalex.org/I150590629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093751854","display_name":"Anisha Raghu","orcid":null},"institutions":[{"id":"https://openalex.org/I150590629","display_name":"Lane College","ror":"https://ror.org/00e7vgg86","country_code":"US","type":"education","lineage":["https://openalex.org/I150590629"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anisha Raghu","raw_affiliation_strings":["The Quarry Lane School,Dublin,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Quarry Lane School,Dublin,CA,USA","institution_ids":["https://openalex.org/I150590629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150590629"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9876000285148621,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9876000285148621,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9714000225067139,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9545000195503235,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.789281964302063},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7170255780220032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6938091516494751},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5661314129829407},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4187927842140198},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3549571633338928},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2810670733451843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21746551990509033},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14531919360160828}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.789281964302063},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7170255780220032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938091516494751},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5661314129829407},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4187927842140198},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3549571633338928},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2810670733451843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21746551990509033},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14531919360160828},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10981175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1981468680","https://openalex.org/W2194775991","https://openalex.org/W2776937175","https://openalex.org/W3026316716","https://openalex.org/W3081500256","https://openalex.org/W3120505984","https://openalex.org/W3133356497","https://openalex.org/W4229003689","https://openalex.org/W4282048668","https://openalex.org/W4301396835","https://openalex.org/W4380628094","https://openalex.org/W4387115528","https://openalex.org/W4390175204","https://openalex.org/W4390649759","https://openalex.org/W4391858226","https://openalex.org/W4405073941"],"related_works":["https://openalex.org/W2058118494","https://openalex.org/W4379801084","https://openalex.org/W1512386104","https://openalex.org/W2050807133","https://openalex.org/W1985504019","https://openalex.org/W3086104399","https://openalex.org/W328486336","https://openalex.org/W1995688399","https://openalex.org/W2042967125","https://openalex.org/W2443196326"],"abstract_inverted_index":{"Clinical":[0],"history":[1],"is":[2,113],"the":[3,41,107],"primary":[4],"determinant":[5],"of":[6,19,43,48,85],"medical":[7,20],"diagnosis":[8,44],"and":[9,74,100],"must":[10],"be":[11],"utilized":[12],"with":[13,36],"imaging":[14,37],"data":[15,30,35,38],"for":[16,28,90,96,102],"accurate":[17],"identification":[18],"conditions.":[21],"We":[22,54],"propose":[23],"MetaFusion,":[24],"a":[25,46],"novel":[26],"method":[27],"multi-modal":[29],"fusion":[31],"that":[32],"inte-grates":[33],"clinical":[34],"to":[39,106],"improve":[40],"quality":[42],"across":[45],"range":[47],"diseases":[49],"using":[50,66],"three":[51],"distinct":[52],"datasets.":[53],"demonstrate":[55],"significant":[56],"improvements":[57,84],"over":[58],"prior":[59,109],"methods":[60],"in":[61,87],"skin":[62,91],"cancer":[63,92],"type":[64,93],"detection":[65,71,76,104],"camera":[67],"images,":[68],"breast":[69,97],"condition":[70,98],"via":[72],"mammograms,":[73],"glau-coma":[75],"through":[77],"retinal":[78],"fundus":[79],"images.":[80],"Specifically,":[81],"we":[82],"observe":[83],"3.5%":[86],"balanced":[88],"accuracy":[89],"detection,":[94,99],"9.7%":[95],"7.1%":[101],"glaucoma":[103],"compared":[105],"top-performing":[108],"methods.":[110],"Our":[111],"code":[112],"available":[114],"at:":[115],"https://github.com/ananyar1007/MetaFusion":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}