With the invention of technology, numerous businesses have been reaping benefits by integrating technology into their products and processes. Likewise, decision tree is a computation-based technology that enables decision-makers to derive a conclusion by analyzing the predictions of the output information produced by the tree. As the application of digital and computational technology in healthcare emerges with a new sense of hope, many issues and challenges may threaten the growth of these health technologies. This report presents the scope, challenges, and limitations of telehealth and telesurgical fields of healthcare where applications of decision tree models have been postulated to offer a solution to the challenges as well as recommendations for the future.