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Technological developments are getting more critical in medical fields. Over many years,in the medical field, we use these technology such as X-rays, digital radiography, andultrasound to detect diagnosis and make decision purposes. Radiologist and the doctorsthat are related to this field can make many accurate and precise decisions using thesetechnological improvements. Since the determination of fractures also affects the treat-ment process, we wanted to develop a program to facilitate both doctors’ work and avoidpossible scenarios in which the human eye may have difficulty distinguishing. We willtry to determine the fracture of the humerus bone X-rays we received from the user inour work. The first step is detecting bone segments accurately. We will use differenttechniques to achieve our aims and objectives, which we discuss in later sections.