戦略的優先順位付けのためのハイブリッドの曖昧なAHP-TOPSISモデル
Anthony Bagherian1, Subhodeep Mukherjee2
1International School of Management , Paris, France.
International journal of health care quality assurance
|September 4, 2025
まとめ
医療における品質5.0の導入は 患者中心のイノベーションを優先します 人間中心の人工知能と自動化 (HAA) は,意思決定と運用効率の向上の鍵です.
科学分野:
- 医療のイノベーション
- 品質管理システム
- 医療におけるデジタル変革
背景:
- 医療機関が直面する課題は デジタルトランスフォーメーションと患者中心のイノベーションの導入です
- 品質5.0は技術的,人間中心的,倫理的な目標のバランスをとる枠組みを提供します.
- 革新を効果的に優先させるには 体系的なアプローチが必要です
研究 の 目的:
- 医療における品質5.0の実施のための体系的なアプローチを概説する.
- 患者中心のイノベーションと デジタル・トランスフォーメーションに重点を置く
- 技術的,人間中心的,倫理的な目標のバランスをとる意思決定モデルを提供すること.
主な方法:
- ハイブリッドの複数基準の意思決定モデル: 模糊分析ヒエラルキープロセス (AHP) と,理想的な解決法への類似性による注文優先の模糊技術 (TOPSIS) の適用.
- 人を中心とした人工知能と自動化 (HAA),患者中心のデジタルヘルスケア,持続可能なヘルスケア実践,労働力の適応,倫理的および規制遵守の5つの重要な側面を評価します.
主要な成果:
- 人間中心の人工知能と自動化 (HAA) は,品質5.0の最も効果的な支援者となりました.
- HAAは人工知能による診断と 人間の監督によるロボットによる手術によって 臨床的意思決定を向上させます
- 持続可能な医療の実践は 労働力の準備と誠実さによって 環境と運営コストを削減します
結論:
- 提案されたモデルは,倫理的要求,技術的準備,患者中心のケアに基づくイノベーションを優先させるための枠組みを提供します.
- このハイブリッドのFuzzy AHP-TOPSISアプローチは,医療における品質5.0を運用し,新しい優先順位枠組を提供します.
- この研究は,効果的な医療革新のための技術的および倫理的側面の統合を強調しています.
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