人工知能による公衆衛生実践の変革: フレームワーク主導のアプローチ

Obinna O Oleribe^1,2, Florida Uzoaru³, Adati Tarfa⁴

¹Department of Health Sciences, School of Public Health and Health Sciences, California State University, Dominguez Hills, 1000 E Victoria Street, Carson, CA 90747, USA.

Healthcare (Basel, Switzerland)

|February 13, 2026

まとめ

人工知能 (AI) は,公衆衛生の変革の可能性を提供し,介入と危機対応を強化します. 公共衛生AIフレームワークの採用は,より良い健康成果のためにAIの公平な開発と展開を保証します.

科学分野:

公衆衛生は公衆衛生である.
人工知能 (AI) とは,人工知能 (AI) のことです.
医療情報工学医療情報工学

背景:

人工知能 (AI) は医療に革命をもたらし,疾病監視,健康促進,政策策定などの公衆衛生機能に影響を与えている.
AIは多くの公衆衛生業務に統合されていますが,リーダーシップと管理におけるその応用はまだ発展しています.
この研究は,公衆衛生の実践とリーダーシップにおけるAIの進化する役割を扱っています.

研究の目的:

公共衛生におけるAI開発のための公衆衛生AIフレームワークを提案する.
AIイニシアチブにおける包括的なデータ,適切な政策,戦略的パートナーシップを確保する.
訓練された人間に関連するリソースを通じてAIの可能性を最大限に活用する.

主な方法:

概念的フレームワークの開発.
公衆衛生におけるAIアプリケーションに関する文献レビュー.
公衆衛生のリーダーシップと管理におけるAIの役割の分析.

主要な成果:

AIは,介入をパーソナライズし,データへのアクセスを民主化し,危機対応を改善することができます.
AIは,健康の平等を推進し,環境の健康回復力を強化する可能性を秘めています.
効果的なAI統合には,公衆衛生の専門家とAIの専門家間の積極的なリーダーシップと協力が必要です.

結論:

人工知能は,公衆衛生の実践と結果を再構築するための重要な機会を提供します.
意図的なリーダーシップのビジョンは,公衆衛生におけるAIツールの共同作成と展開に不可欠です.
公衆衛生の専門家は,倫理的で公平なAIの進化を確実にするために,積極的に共同イノベーションを行うべきである.

キーワード:

AIの透明性 AIの透明性人工知能 (AI) とは,人工知能 (AI) に関するバイアスと公平性倫理学倫理学倫理学とは保健の公平性について humanAI コラボレーション政策開発政策開発公共衛生のリーダーシップ公衆衛生の実践は,公衆衛生の実践である.規制の枠組み規制の枠組み

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