Department of Pathology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA 02114-2696, USA.
Clin Lab Med. 2023 Mar;43(1):1-16. doi: 10.1016/j.cll.2022.09.002. Epub 2022 Dec 13.
This article provides an overview of machine learning fundamentals and some applications of machine learning to clinical laboratory diagnostics and patient management. A key goal of this article is to provide a basic foundation in clinical machine learning for readers with clinical laboratory experience that will set them up for more in-depth study of the topic and/or to become a better collaborator with computational colleagues in the development and deployment of machine learning-based solutions.
本文概述了机器学习的基础知识，以及机器学习在临床实验室诊断和患者管理中的一些应用。本文的一个主要目标是为具有临床实验室经验的读者提供临床机器学习的基础知识，使他们能够更深入地学习该主题，并/或在开发和部署基于机器学习的解决方案方面与计算同事更好地合作。
