scholarly journals A clinically interpretable convolutional neural network for the real time prediction of early squamous cell cancer of the esophagus; comparing diagnostic performance with a panel of expert European and Asian endoscopists

2021 ◽  
Author(s):  
M.A. Everson ◽  
L.C.G.P. Herrera ◽  
Hsiu-Po Wang ◽  
Ching-Tai Lee ◽  
Chen-Shuan Chung ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Real Time ◽  
Squamous Cell ◽  
Diagnostic Performance ◽  
Squamous Cell Cancer ◽  
Cell Cancer ◽  
The Real ◽  
Time Prediction ◽  
Cancer Of The Esophagus

scholarly journals Pedestrian detection based on improved LeNet-5 convolutional neural network

2019 ◽  
Vol 13 ◽  
pp. 174830261987360 ◽  
Author(s):  
Chuan-Wei Zhang ◽  
Meng-Yue Yang ◽  
Hong-Jun Zeng ◽  
Jian-Ping Wen
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Real Time ◽  
Network Model ◽  
Pedestrian Detection ◽  
The Real ◽  
Better Than

In this article, according to the real-time and accuracy requirements of advanced vehicle-assisted driving in pedestrian detection, an improved LeNet-5 convolutional neural network is proposed. Firstly, the structure of LeNet-5 network model is analyzed, and the structure and parameters of the network are improved and optimized on the basis of this network to get a new LeNet network model, and then it is used to detect pedestrians. Finally, the miss rate of the improved LeNet convolutional neural network is found to be 25% by contrast and analysis. The experiment proves that this method is better than SA-Fast R-CNN and classical LeNet-5 CNN algorithm.

A randomised trial of radiotherapy compared with cisplatin chemo-radiotherapy in patients with unresectable squamous cell cancer of the esophagus

2007 ◽  
Vol 83 (2) ◽  
pp. 139-147 ◽  
Author(s):  
Shaleen Kumar ◽  
Kislay Dimri ◽  
Rohini Khurana ◽  
Neeraj Rastogi ◽  
Koilpillai Joseph Maria Das ◽  
...  
Keyword(s):  
Squamous Cell ◽  
Squamous Cell Cancer ◽  
Cell Cancer ◽  
Randomised Trial ◽  
Cancer Of The Esophagus

MRI features in differentiating mucosal high-grade neoplasia from early invasive squamous cell cancer of the esophagus

2020 ◽  
Vol 30 (6) ◽  
pp. 3455-3461
Author(s):  
Jinrong Qu ◽  
Zhaoqi Wang ◽  
Jianjun Qin ◽  
Hongkai Zhang ◽  
Yan Zhao ◽  
...  
Keyword(s):  
Squamous Cell ◽  
Squamous Cell Cancer ◽  
Cell Cancer ◽  
High Grade ◽  
Mri Features ◽  
Cancer Of The Esophagus
Sign in / Sign up

Export Citation Format

Share Document