機械学習から心臓医療における人工知能の応用
1NewYork-Presbyterian, Columbia University Irving Medical Center (D.T.).
Circulation
|December 21, 2018
まとめ
人工知能 (AI) は心臓血管のケアを 変革することができます この記事では,心血管疾患患者のケア提供を強化するためのAIプラットフォームの実装について説明します.
科学分野:
- 心血管医学
- 人工知能
- 医療活動
背景:
- 人工知能 (AI) は,心臓血管のケアにおいて大きな進歩をもたらす可能性を示しています.
- 心血管のワークフローにおけるAIの現在の臨床統合は限られている.
- 機械学習とビッグデータにより AIは様々な分野における複雑な問題を解決できます
研究 の 目的:
- 心血管ケアにおけるAIプラットフォームの実装の概要を提示する.
- 心臓ケアにおける運用プロセスを改善するためのAIの機会を特定する.
- 人工知能が 医療の質を維持しながら 医療の質を根本的に変える方法を探る
主な方法:
- 現在のAI機能とアプリケーションのレビュー
- 心血管疾患の治療における 作業過程の分析
- 臨床システムへのAIの統合の可能性に関する議論
主要な成果:
- 人工知能は医療以外の 専門的な問題解決に非常に有効です
- 心血管研究における高次元の認知課題 (例えば診断,リスクの階層化) は,現在のAIにとって挑戦的です.
- 心臓ケアにおける運用プロセスは AI の採用に適した領域です
結論:
- 心血管ケアにおけるAIの導入は 変革の大きな可能性を秘めています
- 運営改善に重点を置くと 介護の提供に根本的な変化がもたらされます
- 人工知能は 心血管疾患の患者に提供される 品質とサービスを向上させることができます
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