Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study.

Lara J Kanbar Benjamin D Wissel Yizhao Ni Nathan M Pajor Tracy A Glauser John P Pestian Judith W Dexheimer

Published in: JMIR medical informatics (2022)

These projects showcase novel interactions between machine learning recommendations and providers during clinical care. Our deployment provides seamless, real-time integration of AI technology to provide decision support and improve patient care.

Keyphrases

machine learning
clinical practice
quality improvement
artificial intelligence
healthcare
big data
palliative care
primary care
deep learning
affordable care act
chronic pain
health insurance