{"id":"https://openalex.org/W7160180008","doi":"https://doi.org/10.1109/iccv51701.2025.02033","title":"Towards a Universal 3D Medical Multi-Modality Generalization via Learning Personalized Invariant Representation","display_name":"Towards a Universal 3D Medical Multi-Modality Generalization via Learning Personalized Invariant Representation","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W7160180008","doi":"https://doi.org/10.1109/iccv51701.2025.02033"},"language":null,"primary_location":{"id":"doi:10.1109/iccv51701.2025.02033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.02033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"},"type":"article","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/A5074276416","display_name":"Zhaorui Tan","orcid":"https://orcid.org/0000-0001-5054-8275"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaorui Tan","raw_affiliation_strings":["Shanghai Academy of Artificial Intelligence for Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Academy of Artificial Intelligence for Science","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135163197","display_name":"Xi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Yang","raw_affiliation_strings":["Xi'an Jiaotong-Liverpool University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong-Liverpool University","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135259724","display_name":"Tan Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Pan","raw_affiliation_strings":["Shanghai Academy of Artificial Intelligence for Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Academy of Artificial Intelligence for Science","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430615","display_name":"Tianyi Liu","orcid":"https://orcid.org/0009-0009-3747-6487"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Liu","raw_affiliation_strings":["Xi'an Jiaotong-Liverpool University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong-Liverpool University","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612957","display_name":"Chen Jiang","orcid":"https://orcid.org/0009-0003-7616-8926"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Jiang","raw_affiliation_strings":["Shanghai Academy of Artificial Intelligence for Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Academy of Artificial Intelligence for Science","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135131646","display_name":"Xin Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Guo","raw_affiliation_strings":["Shanghai Academy of Artificial Intelligence for Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Academy of Artificial Intelligence for Science","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101764076","display_name":"Qiufeng Wang","orcid":"https://orcid.org/0000-0002-6196-3092"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiufeng Wang","raw_affiliation_strings":["Xi'an Jiaotong-Liverpool University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong-Liverpool University","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135114229","display_name":"Anh Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anh Nguyen","raw_affiliation_strings":["University of Liverpool"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Liverpool","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135234858","display_name":"Yuan Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Qi","raw_affiliation_strings":["Shanghai Academy of Artificial Intelligence for Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Academy of Artificial Intelligence for Science","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135140477","display_name":"Kaizhu Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaizhu Huang","raw_affiliation_strings":["Duke Kunshan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke Kunshan University","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135224912","display_name":"Yuan Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Cheng","raw_affiliation_strings":["Shanghai Academy of Artificial Intelligence for Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Academy of Artificial Intelligence for Science","institution_ids":["https://openalex.org/I4210100255"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5074276416"],"corresponding_institution_ids":["https://openalex.org/I4210100255"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.86217628,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"21895","last_page":"21905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.4052000045776367,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.4052000045776367,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.04490000009536743,"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/T10028","display_name":"Topic Modeling","score":0.03830000013113022,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5414999723434448},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.48840001225471497},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4634000062942505},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.3853999972343445},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.2718999981880188}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6137999892234802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5752999782562256},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5414999723434448},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48840001225471497},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4634000062942505},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3853999972343445},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.321399986743927},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.267300009727478},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2476000040769577}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccv51701.2025.02033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.02033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5555178183","display_name":null,"funder_award_id":"92370119,62376113,62206225,62436009,62276258,82394432,92249302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6142666904","display_name":null,"funder_award_id":"REF-22-01-002","funder_id":"https://openalex.org/F4320324032","funder_display_name":"Xi\u2019an Jiaotong-Liverpool University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324032","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1558777374","https://openalex.org/W1641498739","https://openalex.org/W2083927153","https://openalex.org/W2104094955","https://openalex.org/W2155484534","https://openalex.org/W2161006505","https://openalex.org/W2502805798","https://openalex.org/W2751069891","https://openalex.org/W2882978096","https://openalex.org/W2890139949","https://openalex.org/W2914057844","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2964019233","https://openalex.org/W2964124968","https://openalex.org/W3014974815","https://openalex.org/W3035037798","https://openalex.org/W3108316907","https://openalex.org/W3117575391","https://openalex.org/W3176466780","https://openalex.org/W3199152014","https://openalex.org/W3203934147","https://openalex.org/W3203976604","https://openalex.org/W3206034503","https://openalex.org/W4212875960","https://openalex.org/W4221163766","https://openalex.org/W4295936460","https://openalex.org/W4295938041","https://openalex.org/W4300979672","https://openalex.org/W4312428231","https://openalex.org/W4313591097","https://openalex.org/W4360899433","https://openalex.org/W4372265364","https://openalex.org/W4382372079","https://openalex.org/W4382450643","https://openalex.org/W4386071994","https://openalex.org/W4387211500","https://openalex.org/W4387211617","https://openalex.org/W4387831763","https://openalex.org/W4387968082","https://openalex.org/W4390871709","https://openalex.org/W4390871833","https://openalex.org/W4394625794","https://openalex.org/W4402703096","https://openalex.org/W4402754058","https://openalex.org/W4402780116","https://openalex.org/W4403070039","https://openalex.org/W4406262216","https://openalex.org/W6959011136","https://openalex.org/W7133213536","https://openalex.org/W7160025329"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T06:12:25.323381","created_date":"2026-05-05T00:00:00"}