Artificial intelligence in gastrointestinal radiology: A review with special focus on recent development of magnetic resonance and computed tomography

Table 1 Recent results in usage of multi-view convolutional networks in lung lesion detection

Dataset	Toolset	AUC	Ref.
LIDC	ConvNets (2D)	0.996	Setio et al[49], 2016
LIDC	Inception-Resnet (3D)	0.99	Kang et al[50], 2017
LIDC	MatConvNet (2D)	0.94	El-Regaily et al[51], 2020

LIDC: Lexington Infectious Disease Consultants; AUC: Area under the curve.

Table 2 Classification scope for recent deep learning-based tumor classification tools

Ref.	HCC	ICC	Metastatic carcinoma	Other malignancy	Benign tumors
Das et al[97], 2019	O	X	O	X	O
Vorontsov et al[98], 2019	X	X	O	X	X
Zhen et al[104], 2020	O	O	O	O	X
Yasaka et al[105], 2018	O	O	O	O	O

HCC: Hepatocellular carcinoma; ICC: Intrahepatic cholangiocarcinoma. X: Yes; O: No.