Transfer Learning-Based Multi-Scale Denoising Convolutional Neural Network for Prostate Cancer Detection

Keyphrases

• Learning-based 100%
• Prostate Cancer Screening 100%
• Transfer Learning 100%
• Denoising Convolutional Neural Network (DnCNN) 100%
• Multiscale Denoising 100%
• Performance Comparison 50%
• Noise Suppression 50%
• Knowledge Transfer 50%
• Prostate Cancer 50%
• Heterogeneous Data 50%
• Ablation Study 50%
• Performance Evaluation 25%
• Denoising 25%
• Medical Diagnosis 25%
• Deep Learning Model 25%
• Benchmark Dataset 25%
• Image Noise 25%
• Most Common Form 25%
• Gaussian Noise 25%
• Noisy Image 25%
• Medical Personnel 25%
• Convolutional Neural Network Model 25%
• Proposed Work 25%
• Cancer Types 25%
• Diagnostic Accuracy 25%
• Cancer Data 25%
• Multi-scale Scheme 25%
• Ablation Performance 25%
• Noise Transfer 25%
• Prostate Cancer Dataset 25%

Computer Science

• Convolutional Neural Network 100%
• Transfer Learning 100%
• de-noising 100%
• Performance Comparison 66%
• Noise Suppression 66%
• Knowledge Transfer 66%
• Performance Evaluation 33%
• Neural Network Model 33%
• Domain Knowledge 33%
• Medical Diagnosis 33%
• Deep Learning Model 33%
• Image Noise 33%
• Medical Personnel 33%
• Diagnostic Accuracy 33%
• Dataset Source 33%
• Gaussian White Noise 33%

Engineering

• Multiscale 100%
• Transfer Learning 100%
• Convolutional Neural Network 100%
• Noise Suppression 66%
• Network Model 33%
• Domain Knowledge 33%
• Image Noise 33%
• Gaussian White Noise 33%
• Noisy Image 33%
• Common Type 33%
• Deep Learning Method 33%