Deep Convolution Neural Network Model to Predict Relapse in Breast Cancer

2018 ◽  
Author(s):  
Alokkumar Jha ◽  
Ghanshyam Verma ◽  
Yasar Khan ◽  
Qaiser Mehmood ◽  
Dietrich Rebholz-Schuhmann ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Neural Network ◽  
Network Model ◽  
Neural Network Model ◽  
Convolution Neural Network ◽  
Deep Convolution Neural Network

scholarly journals Offline Signature Recognition using Pretrained Convolution Neural Network Model

2019 ◽  
Vol 9 (1) ◽  
pp. 5497-5505
Keyword(s):  
Neural Network ◽  
Decision Tree ◽  
Network Model ◽  
Neural Network Model ◽  
Convolution Neural Network ◽  
Deep Convolution Neural Network ◽  
Signature Recognition

Offline Signature recognition plays an important role in Forensic issues. In this paper, we explore Signature Identification and Verification using features extracted from pretrained Convolution Neural Network model (Alex Net). All the experiments are performed on signatures from three dataset (SigComp2011) (Dutch, Chinese), SigWiComp2013 (Japanese) and SigWIcomp2015 (Italian). The result shows that features extracted from pretrained Deep Convolution neural network and SVM as classifier show better results than that of Decision Tree. The accuracy of more than 96% for Japanese, Italian, Dutch and Chinese Signatures is obtained with Deep Convolution neural network and SVM as classifier.

scholarly journals A Deep Convolution Neural Network Model for Vehicle Recognition and Face Recognition

2017 ◽  
Vol 107 ◽  
pp. 715-720 ◽  
Author(s):  
Xingcheng Luo ◽  
Ruihan Shen ◽  
Jian Hu ◽  
Jianhua Deng ◽  
Linji Hu ◽  
...  
Keyword(s):  
Neural Network ◽  
Face Recognition ◽  
Network Model ◽  
Neural Network Model ◽  
Convolution Neural Network ◽  
Vehicle Recognition ◽  
Deep Convolution Neural Network

scholarly journals Back propagation neural network model for medical expenses in patients with breast cancer

2021 ◽  
Vol 18 (4) ◽  
pp. 3690-3698
Author(s):  
Feiyan Ruan ◽  
◽  
Xiaotong Ding ◽  
Huiping Li ◽  
Yixuan Wang ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Neural Network ◽  
Network Model ◽  
Neural Network Model ◽  
Back Propagation ◽  
Back Propagation Neural Network ◽  
Medical Expenses
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