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軽度認知障害の効率的な選択的スクリーニングを設計するための機械学習アプローチ
JoVE Journal
Behavior
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JoVE Journal Behavior
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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Chapters

  • 00:00Title
  • 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

Automatic Translation

この方法論は、軽度の認知障害に苦しむ傾向がある集団を標的とするデシジョンツリーを生成し、疾患の費用対効果の高い選択的スクリーニングに有用である。

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