The reliability of health monitoring apps varies. It is essential to choose apps that are backed by scientific research and have been validated through clinical trials. The FDA and other regulatory bodies have started to approve certain health apps, ensuring they meet specific standards. However, not all apps undergo such rigorous scrutiny, so user reviews and professional recommendations are also useful in determining an app's reliability.