{"id":"https://openalex.org/W7134188355","doi":"https://doi.org/10.1109/bigdata66926.2025.11401946","title":"Med-Align: Zero-Shot Histopathological Image Classification via Adaptive Multimodal Feature Alignment","display_name":"Med-Align: Zero-Shot Histopathological Image Classification via Adaptive Multimodal Feature Alignment","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134188355","doi":"https://doi.org/10.1109/bigdata66926.2025.11401946"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11401946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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/A5124218061","display_name":"Xueyan Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyan Bai","raw_affiliation_strings":["Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China"],"raw_orcid":"https://orcid.org/0009-0007-7479-9010","affiliations":[{"raw_affiliation_string":"Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0001-9929-8115"},"institutions":[{"id":"https://openalex.org/I53411278","display_name":"Chengdu University of Traditional Chinese Medicine","ror":"https://ror.org/00pcrz470","country_code":"CN","type":"education","lineage":["https://openalex.org/I53411278"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Jiang","raw_affiliation_strings":["Chengdu University of Traditional Chinese Medicine,Microscopic Image and Medical Image Analysis Group,Chengdu,China"],"raw_orcid":"https://orcid.org/0000-0001-9929-8115","affiliations":[{"raw_affiliation_string":"Chengdu University of Traditional Chinese Medicine,Microscopic Image and Medical Image Analysis Group,Chengdu,China","institution_ids":["https://openalex.org/I53411278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103655788","display_name":"Li Yuan","orcid":"https://orcid.org/0009-0007-0129-7669"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingling Yuan","raw_affiliation_strings":["Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101872960","display_name":"Ruiheng Li","orcid":"https://orcid.org/0009-0001-2283-807X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiheng Li","raw_affiliation_strings":["Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China"],"raw_orcid":"https://orcid.org/0009-0001-2283-807X","affiliations":[{"raw_affiliation_string":"Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinkui Li","orcid":"https://orcid.org/0009-0003-3656-1870"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinkui Li","raw_affiliation_strings":["Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China"],"raw_orcid":"https://orcid.org/0009-0003-3656-1870","affiliations":[{"raw_affiliation_string":"Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kang Fu","orcid":"https://orcid.org/0009-0003-6943-6910"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Fu","raw_affiliation_strings":["Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China"],"raw_orcid":"https://orcid.org/0009-0003-6943-6910","affiliations":[{"raw_affiliation_string":"Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaoyan Li","orcid":"https://orcid.org/0000-0002-9806-1850"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Li","raw_affiliation_strings":["Cancer Hospital of Dalian University of Technology,Department of Pathology,Dalian,China"],"raw_orcid":"https://orcid.org/0000-0002-9806-1850","affiliations":[{"raw_affiliation_string":"Cancer Hospital of Dalian University of Technology,Department of Pathology,Dalian,China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128340586","display_name":"Chen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Li","raw_affiliation_strings":["Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China"],"raw_orcid":"https://orcid.org/0000-0003-1545-8885","affiliations":[{"raw_affiliation_string":"Northeastern University,Microscopic Image and Medical Image Analysis Group,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"8106","last_page":"8115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.3993000090122223,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10862","display_name":"AI in cancer detection","score":0.3993000090122223,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11448","display_name":"Face recognition and analysis","score":0.16940000653266907,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.0885000005364418,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5180000066757202},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48910000920295715},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.35659998655319214},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.32120001316070557},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3052000105381012}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6603999733924866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6011999845504761},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5180000066757202},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5152000188827515},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48910000920295715},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.35659998655319214},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.32120001316070557},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3052000105381012},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3046000003814697},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.27970001101493835}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11401946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7482350694","display_name":null,"funder_award_id":"82220108007","funder_id":"https://openalex.org/F4320320885","funder_display_name":"European Research Consortium for Informatics and Mathematics"}],"funders":[{"id":"https://openalex.org/F4320320885","display_name":"European Research Consortium for Informatics and Mathematics","ror":"https://ror.org/055zrhj18"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2117692326","https://openalex.org/W2605529594","https://openalex.org/W3035524453","https://openalex.org/W3085684633","https://openalex.org/W3130039502","https://openalex.org/W4210386084","https://openalex.org/W4224249457","https://openalex.org/W4281257868","https://openalex.org/W4283381496","https://openalex.org/W4283786398","https://openalex.org/W4285503611","https://openalex.org/W4313452946","https://openalex.org/W4313650905","https://openalex.org/W4318541551","https://openalex.org/W4323057981","https://openalex.org/W4324026558","https://openalex.org/W4365447146","https://openalex.org/W4377819240","https://openalex.org/W4386623883","https://openalex.org/W4387055369","https://openalex.org/W4387867214","https://openalex.org/W4389891277","https://openalex.org/W4390190673","https://openalex.org/W4392661384","https://openalex.org/W4394746729","https://openalex.org/W4402220065","https://openalex.org/W4402469641","https://openalex.org/W4402581324","https://openalex.org/W4402696041","https://openalex.org/W4402726790","https://openalex.org/W4403071611","https://openalex.org/W4407675196","https://openalex.org/W4409367774"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-03-09T00:00:00"}