AI and machine learning in resuscitation: Ongoing research, new concepts, and key challenges.

ABSTRACT:

Aim

Artificial intelligence (AI) and machine learning (ML) are important areas of computer science that have recently attracted attention for their application to medicine. However, as techniques continue to advance and become more complex, it is increasingly challenging for clinicians to stay abreast of the latest research. This overview aims to translate research concepts and potential concerns to healthcare professionals interested in applying AI and ML to resuscitation research but who are not experts in the field.

Main text

We present various research including prediction models using structured and unstructured data, exploring treatment heterogeneity, reinforcement learning, language processing, and large-scale language models. These studies potentially offer valuable

SUBMITTER: Okada Y 

PROVIDER: S-EPMC10400904 | biostudies-literature | 2023 Sep

REPOSITORIES: biostudies-literature