Deep learning for differentiation of benign and malignant solid liver lesions on ultrasonography.

Ianto Lin XiJing WuJing GuanPaul J ZhangSteven C HoriiMichael C SoulenZishu ZhangHarrison X Bai

Published in: Abdominal radiology (New York) (2021)

Deep learning algorithms proposed in the current study improve differentiation of benign from malignant ultrasound-captured solid liver lesions and perform comparably to expert radiologists. Deep learning tools can potentially be used to improve the accuracy and efficiency of clinical workflows.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
magnetic resonance imaging
contrast enhanced
computed tomography
magnetic resonance