论文标题: Foundation models for generalist medical artificial intelligence 论文链接: nature.com/articles/s41 分享一篇 2023 年 4 月发表在 Nature 上的文章,作者提出了一种新的医学 AI 范式,称之为通用医学人工智能 (GMAI, Generalist Medical Artificial Intelligence)。文章对比了传统的医学 AI 与 GMAI 的区别...
The exceptionally rapid development of highly flexible, reusable artificial intelligence (AI) models is likely to usher in newfound capabilities in medicine. We propose a new paradigm for medical AI, which we refer to as generalist medical AI (GMAI). GMA
Foundation models for generalist medical artificial intelligence 论文分享 通用医疗GMAI 机器学习在医疗诊断行业的四个应用 作者| Kumba Sennaar 编译 | CDA数据分析师 原文 | Machine Learning for Medical Diagnostics – 4 Current Applications | Emerj医疗诊断是一类旨在检测感染,病症和疾病的医学检查。这… CDA...
We propose a new paradigm for medical AI, which we refer to as generalist medical AI (GMAI). GMAI models will be capable of carrying out a diverse set of tasks using very little or no task-specific labelled data. Built through self-supervision on large, diverse datasets, GMAI will ...
Foundationmodelsforgeneralistmedicalartificialintelligence /10.1038/s41586-023-05881-4 Received:3November2022 Accepted:22February2023 Publishedonline:12April2023 Checkforupdates MichaelMoor1,6,OishiBanerjee2,6,ZahraShakeriHosseinAbad3,HarlanM.Krumholz4,JureLeskovec1,EricJ.Topol5,7✉&PranavRajpurkar2,7✉...
Traditional biomedical artificial intelligence (AI) models, designed for specific tasks or modalities, often exhibit limited flexibility in real-world deployment and struggle to utilize holistic information. Generalist AI holds the potential to address t
Medical artificial intelligence (AI) offers great potential for recognizing signs of health conditions in retinal images and expediting the diagnosis of eye diseases and systemic disorders1. However, the development of AI models requires substantial anno
比如,ChatGPT发布(2022.11.30)不久,斯坦福大学一个小组就在nature上发表perspective,畅想generalist medical AI (GMAI) (Foundation models for generalist medical artificial intelligence. Nature 616, 259–265 (2023))。而最近,已涌现出大量的真实可用的产品,比如Prov-GigaPath(A whole-slide foundation model for ...
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Medical artificial intelligence (AI) offers great potential for recognizing signs of health conditions in retinal images and expediting the diagnosis of eye diseases and systemic disorders1. However, the development of AI models requires substantial annotation and models are usually task-specific with lim...