DICOM Images Preprocessing

Preprocessing ultrasound DICOM images for classification, detection, and segmentation using deep learning involves building a data pipeline to streamline the handling and analysis of complex medical images. This process is crucial for gastroenterology applications, where the quality and consistency of ultrasound images can vary significantly. By ensuring standardized preprocessing, the pipeline enhances the accuracy and reliability of deep learning models in medical imaging.