{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T21:37:41Z","timestamp":1773265061217,"version":"3.50.1"},"reference-count":42,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T00:00:00Z","timestamp":1762905600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T00:00:00Z","timestamp":1762905600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,11,12]]},"DOI":"10.1109\/icdmw69685.2025.00245","type":"proceedings-article","created":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T19:50:39Z","timestamp":1773172239000},"page":"2020-2024","source":"Crossref","is-referenced-by-count":0,"title":["Why Text Prevails: Vision May Undermine Multimodal Medical Decision Making"],"prefix":"10.1109","author":[{"given":"Siyuan","family":"Dai","sequence":"first","affiliation":[{"name":"University of Pittsburgh,Department of Electrical &#x0026;; Computer Engineering,Pittsburgh,PA,USA"}]},{"given":"Lunxiao","family":"Li","sequence":"additional","affiliation":[{"name":"NC State University,Department of Computer Science,Raleigh,NC,USA"}]},{"given":"Kun","family":"Zhao","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department of Electrical &#x0026;; Computer Engineering,Pittsburgh,PA,USA"}]},{"given":"Eardi","family":"Lila","sequence":"additional","affiliation":[{"name":"University of Washington,Department of Biostatistics,Seattle,WA,USA"}]},{"given":"Paul K.","family":"Crane","sequence":"additional","affiliation":[{"name":"University of Washington,Department of Medicine,Seattle,WA,USA"}]},{"given":"Heng","family":"Huang","sequence":"additional","affiliation":[{"name":"University of Maryland,Department of Computer Science,College Park,MD,USA"}]},{"given":"Dongkuan","family":"Xu","sequence":"additional","affiliation":[{"name":"NC State University,Department of Computer Science,Raleigh,NC,USA"}]},{"given":"Haoteng","family":"Tang","sequence":"additional","affiliation":[{"name":"University of Texas Rio Grande Valley,Department of Computer Science,Edinburg,TX,USA"}]},{"given":"Liang","family":"Zhan","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department of Electrical &#x0026;; Computer Engineering,Pittsburgh,PA,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.33"},{"key":"ref2","article-title":"Gpt-4 technical report","author":"Achiam","year":"2023","journal-title":"arXiv preprint"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-025-02742-6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1240"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.bionlp-1.35"},{"key":"ref6","article-title":"Dre: An effective dual-refined method for integrating small and large language models in open-domain dialogue evaluation","author":"Zhao","year":"2025","journal-title":"arXiv preprint"},{"key":"ref7","article-title":"X-ray made simple: Lay radiology report generation and robust evaluation","author":"Zhao","year":"2024","journal-title":"arXiv preprint"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.bionlp-1.31"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00969"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-024-02201-0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.52202\/079017-2522"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2997"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.510"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.911"},{"key":"ref15","article-title":"Refuge2 challenge: A treasure trove for multi-dimension analysis and evaluation in glaucoma screening","author":"Fang","year":"2022","journal-title":"arXiv preprint"},{"key":"ref16","article-title":"Soullmate: An adaptive 11 m -driven system for advanced mental health support and assessment, based on a systematic application survey","author":"Guo","year":"2024","journal-title":"arXiv preprint"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3389\/fcvm.2022.1016703"},{"key":"ref18","article-title":"Soullmate: An application enhancing diverse mental health support with adaptive 11 ms , prompt engineering, and rag techniques","author":"Guo","year":"2024","journal-title":"arXiv preprint"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbj.2025.02.024"},{"key":"ref20","article-title":"Constrained multiview representation for self-supervised contrastive learning","author":"Dai","year":"2024","journal-title":"arXiv preprint"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/math12070940"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72069-7_22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/alz.080376"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1089\/ains.2025.0005"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106943"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43898-1_14"},{"key":"ref27","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International conference on machine learning","author":"Radford","year":"2021"},{"key":"ref28","article-title":"Biomedclip: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs","author":"Zhang","year":"2023","journal-title":"arXiv preprint"},{"key":"ref29","article-title":"Gemini 2.5: Pushing the frontier with advanced reasoning, multimodality, long context, and next generation agentic capabilities","author":"Comanici","year":"2025","journal-title":"arXiv preprint"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.33"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1800"},{"key":"ref32","article-title":"Improving factuality and reasoning in language models through multiagent debate","volume-title":"Forty-first International Conference on Machine Learning","author":"Du","year":"2023"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02484"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2142"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1516"},{"key":"ref36","first-page":"19730","article-title":"Blip-2: Bootstrapping languageimage pre-training with frozen image encoders and large language models","volume-title":"International conference on machine learning","author":"Li","year":"2023"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0322-0"},{"key":"ref38","first-page":"2019","article-title":"Oasis-3: longitudinal neuroimaging, clinical, and cognitive dataset for normal aging and alzheimer disease","author":"LaMontagne","year":"2019","journal-title":"medrxiv"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI52829.2022.9761543"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.metrad.2023.100046"},{"key":"ref41","article-title":"A heterogeneous graph neural network fusing functional and structural connectivity for mci diagnosis","author":"Yin","year":"2024","journal-title":"arXiv preprint"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3437359.3465593"}],"event":{"name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","location":"Washington, DC, USA","start":{"date-parts":[[2025,11,12]]},"end":{"date-parts":[[2025,11,15]]}},"container-title":["2025 IEEE International Conference on Data Mining Workshops (ICDMW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11415623\/11415713\/11416117.pdf?arnumber=11416117","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T05:33:52Z","timestamp":1773207232000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11416117\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,12]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/icdmw69685.2025.00245","relation":{},"subject":[],"published":{"date-parts":[[2025,11,12]]}}}