[HTML][HTML] Foundation models for generalist medical artificial intelligence

M Moor, O Banerjee, ZSH Abad, HM Krumholz… - Nature, 2023 - nature.com
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 …

The AIMe registry for artificial intelligence in biomedical research

J Matschinske, N Alcaraz, A Benis, M Golebiewski… - Nature …, 2021 - nature.com
The AIMe registry for artificial intelligence in biomedical research | Nature Methods Skip to
main content Thank you for visiting nature.com. You are using a browser version with …

AI in health and medicine

P Rajpurkar, E Chen, O Banerjee, EJ Topol - Nature medicine, 2022 - nature.com
Artificial intelligence (AI) is poised to broadly reshape medicine, potentially improving the
experiences of both clinicians and patients. We discuss key findings from a 2-year weekly …

Artificial general intelligence for medical imaging

X Li, L Zhang, Z Wu, Z Liu, L Zhao, Y Yuan, J Liu… - arXiv preprint arXiv …, 2023 - arxiv.org
In this review, we explore the potential applications of Artificial General Intelligence (AGI)
models in healthcare, focusing on foundational Large Language Models (LLMs), Large …

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

B Norgeot, G Quer, BK Beaulieu-Jones, A Torkamani… - Nature medicine, 2020 - nature.com
Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist |
Nature Medicine Skip to main content Thank you for visiting nature.com. You are using a …

Beware explanations from AI in health care

B Babic, S Gerke, T Evgeniou, IG Cohen - Science, 2021 - science.org
Artificial intelligence and machine learning (AI/ML) algorithms are increasingly developed in
health care for diagnosis and treatment of a variety of medical conditions (1). However …

Explainable, domain-adaptive, and federated artificial intelligence in medicine

A Chaddad, Q Lu, J Li, Y Katib, R Kateb… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) continues to transform data analysis in many domains. Progress in
each domain is driven by a growing body of annotated data, increased computational …

As artificial intelligence goes multimodal, medical applications multiply

EJ Topol - Science, 2023 - science.org
Machines don't have eyes, but you wouldn't know that if you followed the progression of
deep learning models for accurate interpretation of medical images, such as x-rays …

The three ghosts of medical AI: Can the black-box present deliver?

TP Quinn, S Jacobs, M Senadeera, V Le… - Artificial intelligence in …, 2022 - Elsevier
Our title alludes to the three Christmas ghosts encountered by Ebenezer Scrooge in A
Christmas Carol, who guide Ebenezer through the past, present, and future of Christmas …

Transparency and reproducibility in artificial intelligence

B Haibe-Kains, GA Adam, A Hosny, F Khodakarami… - Nature, 2020 - nature.com
Breakthroughs in artificial intelligence (AI) hold enormous potential as it can automate
complex tasks and go even beyond human performance. In their study, McKinney et al. 1 …