Machine learning for clinical decision support in infectious diseases: a narrative review of current applications

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Machine learning for clinical decision support in infectious diseases: a narrative review of current applications

机译：传染病临床决策支持的机器学习：目前申请的叙事综述

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Background: Machine learning (ML) is a growing field in medicine. This narrative review describes the current body of literature on ML for clinical decision support in infectious diseases (ID).

机译：背景：机器学习（ml）是医学中的一种日益增长的领域。这种叙事评论描述了在传染病（ID）中临床决策支持的ML上的文献现象。

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《Clinical microbiology and infection: European Society of Clinical Microbiology and Infectious Diseases》 |2020年第5期|共12页
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正文语种 eng
中图分类传染病;
关键词
Artificial intelligence; Clinical decision support system; Infectious diseases; Information technology; Machine learning;

机译：人工智能;临床决策支持系统;传染病;信息技术;机器学习;

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1. Machine learning for clinical decision support in infectious diseases: a narrative review of current applications [J] . Clinical microbiology and infection: European Society of Clinical Microbiology and Infectious Diseases . 2020,第5期

机译：传染病临床决策支持的机器学习：目前申请的叙事综述
2. Machine learning applications in radiation oncology: Current use and needs to support clinical implementation [J] . Charlotte L. Brouwer, Anna M. Dinkla, Liesbeth Vandewinckele, Physics and Imaging in Radiation Oncology . 2020,第1期

机译：辐射肿瘤学中的机器学习应用：目前使用和需要支持临床实施
3. CLINICAL DECISION SUPPORT SYSTEM FOR THE DIAGNOSIS OF ALZHEIMER’S DISEASE USING MACHINE LEARNING AND DEMENTIA CARE USING INTERNET OF THINGS [J] . Sudhir S. Anakal, P. Deepa Sandhya, Ambresh Bhadrashetty Alzheimer’s & dementia: the journal of the Alzheimer’s Association . 2018,第7期

机译：利用机器学习和痴呆症诊断阿尔茨海默病诊断的临床决策支持系统
4. Clinical decision support system for chronic obstructive pulmonary disease using machine learning techniques [C] . Sudhir Anakal, P. Sandhya 2017 International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques . 2017

机译：使用机器学习技术的慢性阻塞性肺疾病临床决策支持系统
5. Machine Learning Frameworks for Data-Driven Personalized Clinical Decision Support and the Clinical Impact [D] . Lee, Changhee. 2021

机译：用于数据驱动个性化临床决策支持的机器学习框架和临床影响
6. A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication [O] . Negar Farzaneh, Craig A. Williamson, Jonathan Gryak, 2021

机译：用于临床决策支持系统的分层专家引导机器学习框架：一种创伤性脑损伤预后的应用
7. Corrigendum to ‘machine learning for clinical decision support in infectious diseases: a narrative review of current applications’ clinical microbiology and infection (2020) 584–595 [O] . N. Peiffer-Smadja, T.M. Rawson, R. Ahmad, 2020

机译：传染病临床决策支持的勘探：目前申请临床微生物学和感染的叙事综述（2020）584-595

Machine learning for clinical decision support in infectious diseases: a narrative review of current applications

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