I. INTRODUCTION
E-healthcare refers to the use of electronic and information technologies to support and improve healthcare services. The aim of e-healthcare is to improve access to healthcare services, increase efficiency, reduce costs, and enhance patient outcomes. The use of e-healthcare has grown rapidly in recent years, driven by advances in technology, changes in healthcare delivery and financing, and the increasing focus on patient-centered care. This study showcases the issue with brain tumor detection in MRI images by applying gabor filter and processing it with various machine learning algorithm.