Ultrasonographic diagnosis of ovarian tumors through the deep convolutional neural network.

Min XiRunan ZhengMingyue WangXiu ShiChaomei ChenJun QianXinxian GuJinhua Zhou

Published in: Ginekologia polska (2023)

DensNet performed better than other DCNNs and expert radiologists in identifying malignant ovarian tumors from benign ovarian tumors based on ultrasound images, a finding that needs to be further explored in clinical trials.

Keyphrases

convolutional neural network
deep learning
clinical trial
magnetic resonance imaging
computed tomography
machine learning
clinical practice
ultrasound guided
contrast enhanced ultrasound
placebo controlled