重症医療における困難なCOVID-19症例の管理における恣意的なツールとして人工知能の活用
Lyubomir Chervenkov1,2, Dimitrina Georgieva Miteva3,4, Tsvetelina Velikova4
1Department of Diagnostic Imaging, Medical University Plovdiv, Plovdiv 4000, Bulgaria.
World journal of critical care medicine
|August 29, 2025
まとめ
人工知能 (AI) は,重篤なコロナウイルス病 2019 (COVID-19) の管理に役立ちます. AIは診断を改善し,結果を予測し,パンデミック中の患者の管理を最適化します.
科学分野:
- 集中治療薬
- 医療情報学
- 人工知能の応用
背景:
- COVID-19 パンデミックは重症治療において前例のない課題をもたらしました.
- 重篤な症例では集中治療,機械呼吸器,内蔵管の挿入が必要でした.
- 危機により革新的な患者管理戦略が必要になった.
研究 の 目的:
- 複合的なコロナウイルス病 2019 (COVID-19) の管理における人工知能 (AI) の役割を探求する.
- 診断の精度を高め 患者の結果を予測する AI の可能性を検討する
- パンデミック中の重症療養施設における AI 技術の導入と影響について議論する.
主な方法:
- 入手可能な臨床データと現在のAI技術のレビュー.
- 医療従事者の意思決定支援におけるAIの応用に関する分析
- 人工知能が集中治療室での 患者管理に与える影響に注目します
主要な成果:
- AIはCOVID-19の診断精度を向上させる大きな可能性を示しています.
- AIは患者の治療結果を予測し 治療戦略を最適化するのに役立ちます
- AIは重要な症例を管理する医療従事者の 情報に基づいた意思決定を支援します
結論:
- 人工知能は,集中治療における複雑なCOVID-19症例を管理するための貴重なツールです.
- 人工知能の統合は 患者のケアを向上させ 健康危機の時の結果を改善できます
- 将来の方向は 集中治療施設に AI をさらに統合することです
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