A new method was developed to help doctors analyze ultrasound images more accurately. The method combines two techniques: one that breaks the image into small parts, and another that merges these parts together based on their similarities. This helps to reduce the unwanted speckle noise in the images. The results of the study show that this hybrid method works well for segmenting ultrasound images, making it easier for doctors to identify and diagnose medical conditions.