An Introduction to Deep Learning Applications In MRI Images
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- Type
- article
- Published
- 2019-10-01
- Cited by
- 7
- References
- 60
- OpenAlex
- https://openalex.org/W3003847115
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:211060042
Keywords
Deep learning, Artificial intelligence, Computer science, Medical imaging, Modality (human–computer interaction)
References
- Regularization of Neural Networks using DropConnect
- On the importance of initialization and momentum in deep learning
- Compressed-Domain Ship Detection on Spaceborne Optical Image Using Deep Neural Network and Extreme Learning Machine
- Convolutional networks and applications in vision
- Machine Learning in Medical Imaging
- Hierarchical Organization of the Human Auditory Cortex Revealed by Functional Magnetic Resonance Imaging
- Deep learning in neural networks: An overview
- Distributed hierarchical processing in the primate cerebral cortex.
- Dropout: a simple way to prevent neural networks from overfitting
- An empirical comparison of supervised learning algorithms
- A Fast Learning Algorithm for Deep Belief Nets
- Image registration methods: a survey
- Deep Sparse Rectifier Neural Networks
- ImageNet classification with deep convolutional neural networks
- A Survey on Transfer Learning
- Current trends in medical image registration and fusion
- Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
- Brain tumor grading based on Neural Networks and Convolutional Neural Networks
- Efficient multi‐scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
- Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks
Cited by
- Early Diagnosis of Parkinson’s Disease in brain MRI using Deep Learning Algorithm
- A Torn ACL Mapping in Knee MRI Images Using Deep Convolution Neural Network with Inception-v3
- Visualization of Plant Leaf Classification Process Based on Multi-Layer Network Model
- Denoising Magnetic Resonance Images with Rician Noise Based On Deep Learning
- Unveiling Alzheimer's Stages Through Transfer Learning and Custom CNN Layers
- EAMF: An Entropy-enhanced Attention-based Ensemble Metric Few-Shot Learning for MRI Image Classification
- Transfer Learning-Based Brain Tumor Detection Using MR Images
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