{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T00:18:44Z","timestamp":1776385124062,"version":"3.51.2"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T00:00:00Z","timestamp":1754870400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T00:00:00Z","timestamp":1754870400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003665","name":"National IT Industry Promotion Agency","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003665","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,11]]},"DOI":"10.1109\/avss65446.2025.11149924","type":"proceedings-article","created":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T17:30:18Z","timestamp":1757439018000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Multimodal Clinical Decision Support for Melanoma Diagnosis Using Retrieval-Augmented Generation and Vision-Language Models"],"prefix":"10.1109","author":[{"given":"Jihyun","family":"Moon","sequence":"first","affiliation":[{"name":"Handong Global University,Pohang,South Korea"}]},{"given":"Charmgil","family":"Hong","sequence":"additional","affiliation":[{"name":"Handong Global University,Pohang,South Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1177\/12034754231220934"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2196\/11936"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363547"},{"key":"ref5","article-title":"Bcn20000: Dermoscopic lesions in the wild","author":"Combalia","year":"2019"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n19\u20131423"},{"key":"ref7","author":"Douze","year":"2024","journal-title":"The faiss library"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1684\/ejd.2021.4171"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/nature21056"},{"key":"ref10","article-title":"Large language models (llms) on tabular data: Prediction, generation, and understanding\u2013a survey","author":"Fang","year":"2024"},{"key":"ref11","article-title":"The llama 3 herd of models","author":"Grattafiori","year":"2024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jid.2018.01.028"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref14","author":"Jiang","year":"2023","journal-title":"Mistral 7b"},{"key":"ref15","first-page":"9459","article-title":"Retrieval-augmented generation for knowledge-intensive nlp tasks","volume":"33","author":"Lewis","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref16","first-page":"34892","article-title":"Visual instruction tuning","volume":"36","author":"Liu","year":"2023","journal-title":"Advances in neural information processing systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.4065\/82.3.364"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52734.2025.01378"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2023.12.062"},{"key":"ref20","author":"Shrestha","year":"2023","journal-title":"Medical vision language pretraining: A survey"},{"key":"ref21","first-page":"10096","article-title":"Efficientnetv2: Smaller models and faster training","volume-title":"International conference on machine learning","author":"Tan"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102535"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-demos.6"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.634"},{"key":"ref26","article-title":"Large language models in medical term classification and unexpected misalignment between response and reasoning","author":"Zhang","year":"2023"},{"key":"ref27","author":"Zheng","year":"2024","journal-title":"Gpt-4v (ision) is a generalist web agent, if grounded"},{"key":"ref28","first-page":"46595","article-title":"Judging llm-as-a-judge with mt-bench and chatbot arena","volume":"36","author":"Zheng","year":"2023","journal-title":"Advances in Neural Information Processing Systems"}],"event":{"name":"2025 IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS)","location":"Tainan, Taiwan","start":{"date-parts":[[2025,8,11]]},"end":{"date-parts":[[2025,8,13]]}},"container-title":["2025 IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11149666\/11149641\/11149924.pdf?arnumber=11149924","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T05:54:25Z","timestamp":1757483665000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11149924\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,11]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/avss65446.2025.11149924","relation":{},"subject":[],"published":{"date-parts":[[2025,8,11]]}}}