Search Results - convolutional+neural+networks

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Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation
Abstract: Medical image datasets are an important clinical resource. Effectively referencing patient images against similar related images and case histories can inform and produce better treatment outcomes. Labeling and identifying disease features and relations between images within a large image database has not been a task capable of automation....
Published: 4/8/2024   |   Inventor(s): Hoo Chang Shin, Le Lu, Ronald Summers
Keywords(s): Chest X-Rays, CNN, Computer Assisted Diagnostics, Convolutional Neural Networks, Deep Learning Model, Disease Mining from Images, Radiology, Recurrent Neural Networks, RNN, Shin
Category(s): Application > Software / Apps, Collaboration Sought > Collaboration, Collaboration Sought > Licensing, TherapeuticArea > Oncology, TherapeuticArea > Cardiology
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   |   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