Recognition of Breast Tumor by Ultrasound Imaging Based on Deep Learning Algorithm
Suha S. Ahmed, Aymen Dhafer Abdul-nafa, Yahya Salim Ahmed · 2023
The leading cause of death for women worldwide is considered to be breast cancer. To prevent death, early discovery is crucial. The pre-trained Alexnet model in this research is trained using an ultrasound image dataset. The Model was already trained using various types of images, which will increase the effectiveness of the training process. Before training, there is no preprocessing of the image. Unsupervised training is the name for this type of training methodology. It was 90.5% accurate on average. The pre-training model and unsupervised training method are two potential approaches that are taken into consideration.