Artificial Intelligence and Deep Learning for Rheumatologists.

ABSTRACT: Deep learning has emerged as the leading method in machine learning, spawning a rapidly growing field of academic research and commercial applications across medicine. Deep learning could have particular relevance to rheumatology if correctly utilized. The greatest benefits of deep learning methods are seen with unstructured data frequently found in rheumatology, such as images and text, where traditional machine learning methods have struggled to unlock the trove of information held within these data formats. The basis for this success comes from the ability of deep learning to learn the structure of the underlying data. It is no surprise that the first areas of medicine that have started to experience impact from deep learning heavily rely on interpreting visual data, such as triaging ra

SUBMITTER: McMaster C 

PROVIDER: S-EPMC10092842 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature