{"id":"https://openalex.org/W7140388185","doi":"https://doi.org/10.1007/s00371-026-04437-7","title":"Vision\u2013language foundation model driven agentic AI systems for healthcare","display_name":"Vision\u2013language foundation model driven agentic AI systems for healthcare","publication_year":2026,"publication_date":"2026-03-01","ids":{"openalex":"https://openalex.org/W7140388185","doi":"https://doi.org/10.1007/s00371-026-04437-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-026-04437-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-026-04437-7","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","raw_type":"journal-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/A5100711774","display_name":"Lifeng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Chen","raw_affiliation_strings":["the School of Computer Science (including the School of Cyber Science and Engineering and the School of Cryptography) at Shanghai, Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the School of Computer Science (including the School of Cyber Science and Engineering and the School of Cryptography) at Shanghai, Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051738248","display_name":"Xiaoli Xu","orcid":"https://orcid.org/0000-0002-0286-545X"},"institutions":[{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]},{"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":"Xinming Xu","raw_affiliation_strings":["School of Clinical Medicine, Chengdu University of Chinese Medicine, Chengdu, China","Shanghai Diabetes Institute, Shanghai Clinical Centre for Diabetes, Shanghai Sixth People\u2019s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 600 Yishan Road, Xuhui District, Shanghai, 200233, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Clinical Medicine, Chengdu University of Chinese Medicine, Chengdu, China","institution_ids":["https://openalex.org/I53411278"]},{"raw_affiliation_string":"Shanghai Diabetes Institute, Shanghai Clinical Centre for Diabetes, Shanghai Sixth People\u2019s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 600 Yishan Road, Xuhui District, Shanghai, 200233, China","institution_ids":["https://openalex.org/I4210144482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028579233","display_name":"Yu Qin","orcid":"https://orcid.org/0000-0003-2128-9731"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Qin","raw_affiliation_strings":["Tsinghua Medicine, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100629473","display_name":"Haoxuan Li","orcid":"https://orcid.org/0009-0005-1355-6256"},"institutions":[{"id":"https://openalex.org/I18925743","display_name":"Shanghai University of Sport","ror":"https://ror.org/0056pyw12","country_code":"CN","type":"education","lineage":["https://openalex.org/I18925743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxuan Li","raw_affiliation_strings":["School of Exercise and Health, Shanghai University of Sport, Shanghai, China","Sports Engineering, School Exercise and Health, Shanghai University of Sport, 650 Qingyuan Ring Road, Yangpu District, Shanghai, 200438, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Exercise and Health, Shanghai University of Sport, Shanghai, China","institution_ids":["https://openalex.org/I18925743"]},{"raw_affiliation_string":"Sports Engineering, School Exercise and Health, Shanghai University of Sport, 650 Qingyuan Ring Road, Yangpu District, Shanghai, 200438, China","institution_ids":["https://openalex.org/I18925743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080377353","display_name":"Nan Jiang","orcid":"https://orcid.org/0000-0002-8838-7427"},"institutions":[{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Jiang","raw_affiliation_strings":["Shanghai Diabetes Institute, Shanghai Clinical Centre for Diabetes, Shanghai Sixth People\u2019s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 600 Yishan Road, Xuhui District, Shanghai, 200233, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Diabetes Institute, Shanghai Clinical Centre for Diabetes, Shanghai Sixth People\u2019s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 600 Yishan Road, Xuhui District, Shanghai, 200233, China","institution_ids":["https://openalex.org/I4210144482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080377353"],"corresponding_institution_ids":["https://openalex.org/I4210144482"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":19.7937,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.99151655,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"42","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.8683000206947327,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.8683000206947327,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.008999999612569809,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.008500000461935997,"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/modalities","display_name":"Modalities","score":0.6037999987602234},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5928999781608582},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.4925000071525574},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.48969998955726624},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4848000109195709},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4797999858856201},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.44290000200271606},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.38769999146461487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6722000241279602},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6037999987602234},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5928999781608582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5670999884605408},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.4925000071525574},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.48969998955726624},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4848000109195709},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4797999858856201},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45100000500679016},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40880000591278076},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.38769999146461487},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.3781000077724457},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.3531999886035919},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.3301999866962433},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3102000057697296},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28130000829696655},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27160000801086426},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.257999986410141}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-026-04437-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-026-04437-7","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4633571207523346,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1895577753","https://openalex.org/W2108598243","https://openalex.org/W2277195237","https://openalex.org/W2560730294","https://openalex.org/W2789970635","https://openalex.org/W2886641317","https://openalex.org/W2901466771","https://openalex.org/W2962785940","https://openalex.org/W2963518342","https://openalex.org/W2970231061","https://openalex.org/W2981869278","https://openalex.org/W3029881688","https://openalex.org/W3100355250","https://openalex.org/W3138516171","https://openalex.org/W3174148569","https://openalex.org/W3184666388","https://openalex.org/W3198377975","https://openalex.org/W4225659209","https://openalex.org/W4226512186","https://openalex.org/W4312910992","https://openalex.org/W4361289889","https://openalex.org/W4382678522","https://openalex.org/W4385573131","https://openalex.org/W4386966060","https://openalex.org/W4389081321","https://openalex.org/W4389518968","https://openalex.org/W4390577395","https://openalex.org/W4391145156","https://openalex.org/W4391509875","https://openalex.org/W4392926681","https://openalex.org/W4392947532","https://openalex.org/W4396214047","https://openalex.org/W4396736415","https://openalex.org/W4399465217","https://openalex.org/W4400188495","https://openalex.org/W4400901154","https://openalex.org/W4401042290","https://openalex.org/W4401397240","https://openalex.org/W4402774103","https://openalex.org/W4406168947","https://openalex.org/W4406238013","https://openalex.org/W4406419660","https://openalex.org/W4406421457","https://openalex.org/W4407476753","https://openalex.org/W4407638742","https://openalex.org/W4407776417","https://openalex.org/W4408500445","https://openalex.org/W4409857686","https://openalex.org/W4411119797","https://openalex.org/W4411829726","https://openalex.org/W4412043651","https://openalex.org/W4412567303","https://openalex.org/W4413000198","https://openalex.org/W4413447271","https://openalex.org/W4413772050","https://openalex.org/W4413847237","https://openalex.org/W4413887286","https://openalex.org/W4414367272","https://openalex.org/W4415955579","https://openalex.org/W4417260737","https://openalex.org/W7117301522","https://openalex.org/W7124263296","https://openalex.org/W7124317484","https://openalex.org/W7133196460","https://openalex.org/W7137854397"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-28T06:11:35.319607","created_date":"2026-03-27T00:00:00"}