AI innovations are reshaping healthcare: AI expedites diagnosis and treatment triage for injured soldiers in Ukraine, optimizing evacuation workflows in complex environments. Concerns around digital divides arise as safety-net providers struggle to implement sophisticated AI systems. Separately, AI-integrated hyperspectral imaging enhances esophageal adenocarcinoma prognosis, while AI-powered natural language processing software substantially improves genomic variant interpretations. These technological advances deepen clinical insights and streamline care despite deployment challenges.