main webpage W Topic Convolutional Neural Network European Journal of Trauma and Emergency Surgery • Vol 49 • No 2 Development and external validation of automated detection, classification, and localization of ankle fractures: inside the black box of a convolutional neural network (CNN) 2022 Article Open Convolutional Neural Network Open Article Page

Convolutional Neural Network

Artificial neural network Convolutional neural network ( CNN ) is a regularized type of feed- forward neural network that learns feature engineering by itself via filters (or kernel) optimization. Vanishing gradients and exploding gradients, seen during backpropagation in earlier neural networks, are prevented by using regularized weights over fewer connections. For example, for each neuron in the fully-connected layer 10,000 weights would be required for processing an image sized 100 × 100 pixels. However, applying cascaded convolution (or cross-correlation) kernels, only 25 neurons are required to process 5x5-sized tiles. Higher-layer features are extracted from wider context windows, compared to lower-layer features. Critical Symbolic Virtual Narrative Open Convolutional Neural Network Open Article Page

Exploring foci of: European Journal of Trauma and Emergency Surgery • Vol 49 • No 2 Development and external validation of automated detection, classification, and localization of ankle fractures: inside the black box of a convolutional neural network (CNN) 2022 Open Article Page

Click Convolutional Neural Network Vs: Artificial Intelligence Receiver Operating Characteristic Ankle Radiography Training, Validation, And Test Data Sets Segmentation Fault Medicine Fibula Computer Science Open Article Page

Click Convolutional Neural Network Vs: Orthodontics Machine Learning Radiology Tibia Cartography Geography Geotechnical Engineering Open Article Page

Explore Convolutional Neural Network W Topic Convolutional Neural Network European Journal of Trauma and Emergency Surgery • Vol 49 • No 2 Development and external validation of automated detection, classification, and localization of ankle fractures: inside the black box of a convolutional neural network (CNN) 2022 Article Critical Symbolic Virtual Narrative Open Convolutional Neural Network Open Article Page