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Software Using a Genetic Algorithm to Automatically Build Convolutional Neural Networks for Medical Image Denoising
Reduces Noise in Medical Images Using Deep Neural Networks Automatically Built by Genetic AlgorithmsThis software automatically selects the most suitable parameters to develop convolutional neural networks able to denoise medical images. The noise in medical images produced from CT or MRI scans can cover or distort the true image, making accurate diagnosis...
Published: 6/27/2021
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Inventor(s): Ruogu Fang, Peng Liu
Keywords(s): Convolutional Neural Networks, Deep Learning, Evolution, Genetic Algorithm, hyper-parameters, Low-Dose Imaging, Medical Image Denoising
Category(s): Technology Classifications > Engineering > Computer Science, Technology Classifications > Others > Others, Technology Classifications > Software > Others
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Artificial Intelligence System That Unifies Deep Learning with Conceptual Reasoning
Uses Comparative Relationships to Determine Proper Output for New Classes and Inputs, Enabling Zero-Shot LearningThis artificial intelligence (AI) system is designed to understand comparative relationships between input classes, allowing it to predict and reason about the nature of an input belonging to a unknown category by relating it with the memorized...
Published: 3/17/2023
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Inventor(s): Dapeng Wu, Pratik Brahma
Keywords(s): Deep Learning, logical reasoning, zero shot learning
Category(s): Technology Classifications > Engineering > Computer Science, Technology Classifications > Engineering > Electrical
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Deep Learning Object Recognition Algorithm for Video
Architecture Extends Content-Based Retrieval to Video without Prior TrainingThis object recognition algorithm is capable of discriminating objects in videos without requiring extensive training as do most available methods. Based on a deep learning architecture normally developed for images, it provides video processing and object tracking to aid in...
Published: 4/25/2024
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Inventor(s): Jose Principe, Rakesh Chalasani
Keywords(s): Deep Learning, Object Recognition, Software, Video Processing
Category(s): Technology Classifications > Engineering > Computer Science
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