人工智能在医疗保健领域的未来:更小、更专业的语言模型。

IF 2.7 4区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Manuel Nevado Santos, Paula Nevado Álvarez
{"title":"人工智能在医疗保健领域的未来:更小、更专业的语言模型。","authors":"Manuel Nevado Santos, Paula Nevado Álvarez","doi":"10.17235/reed.2025.11141/2025","DOIUrl":null,"url":null,"abstract":"<p><p>This letter discusses the shift from large proprietary AI models to smaller, specialized language models in healthcare. With advancements in fine-tuning techniques, such models can be adapted using affordable resources, ensuring data security and empowering smaller institutions. The letter emphasizes the importance of guiding AI development to complement human medical expertise.</p>","PeriodicalId":21342,"journal":{"name":"Revista Espanola De Enfermedades Digestivas","volume":" ","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The future of artificial intelligence in Healthcare: smaller, more specialized language models.\",\"authors\":\"Manuel Nevado Santos, Paula Nevado Álvarez\",\"doi\":\"10.17235/reed.2025.11141/2025\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>This letter discusses the shift from large proprietary AI models to smaller, specialized language models in healthcare. With advancements in fine-tuning techniques, such models can be adapted using affordable resources, ensuring data security and empowering smaller institutions. The letter emphasizes the importance of guiding AI development to complement human medical expertise.</p>\",\"PeriodicalId\":21342,\"journal\":{\"name\":\"Revista Espanola De Enfermedades Digestivas\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-02-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Revista Espanola De Enfermedades Digestivas\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.17235/reed.2025.11141/2025\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista Espanola De Enfermedades Digestivas","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.17235/reed.2025.11141/2025","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

这封信讨论了医疗保健领域从大型专有人工智能模型到较小的专业语言模型的转变。随着微调技术的进步,这些模型可以使用负担得起的资源进行调整,确保数据安全并赋予较小的机构权力。这封信强调了指导人工智能发展以补充人类医疗专业知识的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The future of artificial intelligence in Healthcare: smaller, more specialized language models.

This letter discusses the shift from large proprietary AI models to smaller, specialized language models in healthcare. With advancements in fine-tuning techniques, such models can be adapted using affordable resources, ensuring data security and empowering smaller institutions. The letter emphasizes the importance of guiding AI development to complement human medical expertise.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
2.00
自引率
25.00%
发文量
400
审稿时长
6-12 weeks
期刊介绍: La Revista Española de Enfermedades Digestivas, Órgano Oficial de la Sociedad Española de Patología Digestiva (SEPD), Sociedad Española de Endoscopia Digestiva (SEED) y Asociación Española de Ecografía Digestiva (AEED), publica artículos originales, editoriales, revisiones, casos clínicos, cartas al director, imágenes en patología digestiva, y otros artículos especiales sobre todos los aspectos relativos a las enfermedades digestivas.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信