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This article discusses the importance of transparency and understandability in AI algorithms in the healthcare industry. It calls for submissions of original research, reviews, and case studies that focus on the development, implementation, and evaluation of explainable AI systems in medical settings. The goal is to foster trust and reliability among healthcare professionals and patients and ultimately improve patient care and outcomes.