Endometriosis is a chronic condition where the endometrium is found in other parts of the body; commonly occurring in the pelvis.
1 in 10 women are affected by this disease. This project applies deep learning techniques to ultrasound videos.
Convolutional Recurrent Neural Networks (CRNNs) were used to train the system on the ultrasound videos and determine whether the patient has endometriosis. This is the first successful deep learning technique for disease diagnosis on ultrasound videos!