Healthcare apps are revolutionizing the way patients manage their medical conditions, making personalized support more accessible than ever.These innovative applications, especially those targeted at cancer patients and their caregivers, leverage advanced algorithms such as reinforcement learning to offer tailored solutions that adapt to users' real-time needs.