The Growing Importance of Explainable Artificial Intelligence (XAI): Analyzing the Need for Transparent and Interpretable Machine Learning Models in High-Stakes Domains. AMAR [Internet]. 2025 May 6 [cited 2025 May 14];3(5):110-27. Available from: https://amresearchreview.com/index.php/Journal/article/view/116