Deep Spatial-Temporal Convolutional Neural Networks for Medical Image Restoration

Yao Xiao; Skylar E. Stolte; Peng Liu; Yun Liang; Pina C. Sanelli; Ajay Gupta; Jana Ivanidze; Ruogu Fang

doi:10.1007/978-3-030-13969-8_13

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Deep Spatial-Temporal Convolutional Neural Networks for Medical Image Restoration

Yao Xiao Skylar E. Stolte Peng Liu Yun Liang Pina C. Sanelli Ajay Gupta Jana Ivanidze Ruogu Fang

Year: 2019 Advances in computer vision and pattern recognition Pages: 261-275 Publisher: Springer International Publishing

DOI: 10.1007/978-3-030-13969-8_13

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Keywords:

Convolutional neural network Image resolution Perfusion scanning Artificial intelligence Temporal resolution Computer science Image quality Noise (video) Deep learning Perfusion Nuclear medicine Computer vision Pattern recognition (psychology) Radiology Image (mathematics) Medicine Physics Optics

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Topics

Advanced Image Processing Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Image and Signal Denoising Methods

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Photoacoustic and Ultrasonic Imaging

Physical Sciences → Engineering → Biomedical Engineering

Deep Spatial-Temporal Convolutional Neural Networks for Medical Image Restoration

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