This study develops a model using ultrasound images to predict the prognosis of diffuse large B-cell lymphoma (DLBCL). The model integrates various image features, such as tumor size, shape, and texture, to assess disease progression and predict patient outcomes. The findings suggest that ultrasound imaging, combined with advanced algorithms, could