Updating the Minimum Information about CLinical Artificial Intelligence (MI-CLAIM) checklist for generative modeling research

arXiv:2403.02558v1 Announce Type: cross
Abstract: Recent advances in generative models, including large language models (LLMs), vision language models (VLMs), and diffusion models, have accelerated the field of natural language and image processing in medicine and marked a significant paradigm shift in how biomedical models can be developed and deployed. While these models are highly adaptable to new tasks, scaling and evaluating their usage presents new challenges not addressed in previous frameworks. In particular, the ability of these models to produce …

abstract advances artificial artificial intelligence arxiv biomedical checklist claim clinical cs.cl cs.cv diffusion diffusion models generative generative modeling generative models image image processing information intelligence language language models large language large language models llms medicine modeling natural natural language paradigm processing research shift type vision vlms