CiteSpaceに基づく臨床意思決定支援システムの研究熱点と動向の視覚分析
Shujia Wang1, Li Yu2
1Department of general surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200020, China.
Langenbeck's archives of surgery
|September 2, 2025
まとめ
この研究は臨床的意思決定支援システム (CDSS) を分析し,特にCDSSと人工知能とディープラーニングを組み合わせる研究への関心が高まっていることを明らかにしています. 将来のトレンドは,医療の意思決定に AI の統合が有望であることを示しています.
科学分野:
- 医療情報学
- 医療における人工知能
- 医療サービス研究
背景:
- 臨床的意思決定支援システム (CDSS) は,臨床的知識と患者のデータを用いて医療決定を強化するコンピュータアプリケーションです.
- CDSSは臨床活動を強化することで医療の質とサービスレベルを向上させることを目的としています.
- この分野は注目度が高く,出版率が高まっている.
研究 の 目的:
- 臨床的意思決定支援システム (CDSS) の研究状況,ホットトピック,開発動向を分析する.
- CDSS分野における将来の研究方向に貴重な参考資料を提供すること.
- CDSSの研究について,深遠で包括的な視点を提供すること.
主な方法:
- 1969年から2023年までの2473件の文書の図書館計測と視覚化分析.
- Web of Scienceのコアコレクションデータベースで行われた文献検索.
- データ分析に使用されるCiteSpaceソフトウェア.
主要な成果:
- 出版物の指数関数的な増加は,CDSS研究への関心が高まっていることを示しています.
- 重要な研究分野は,CDSSと人工知能 (AI) の統合です.
- 多様なアプリケーション環境のためのディープラーニングモデルの開発と探索が目立つ.
結論:
- この研究は,CDSSの研究の現状と動向の包括的な概要を提供します.
- 研究者は熱い話題や 分野における最先端の進歩について 洞察を得ます
- 人工知能とCDSSの連携は 医療の将来に大きな希望をもたらします
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