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设计轻度认知障碍有效选择性筛查的机器学习方法
Journal JoVE
Sciences du comportement
Author Produced
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Journal JoVE Sciences du comportement
A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
DOI:

12:18 min

January 11, 2020

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Chapitres

  • 00:00Titre
  • 00:50Selection of Factors Associated with MCI
  • 02:18Design of the Questionnaires
  • 02:50Selection of Tests for MCI Screening
  • 03:27Subject’s Recruitment
  • 04:26Pharmacist Researchers Training
  • 04:37Study Design
  • 05:00Interdisciplinary Communication Network, Pharmacist, Primary Care Physician and Specialist
  • 05:18Statistical Analysis and Preprocessing
  • 06:04Algorithms to Create a Decision Tree
  • 07:01Representative Results
  • 10:36Discussion

Summary

Traduction automatique

这种方法产生决策树,针对人群更容易遭受轻度认知障碍,并可用于具有成本效益的选择性筛查疾病。

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