AIMC Topic: Visible Human Projects

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A dual-stream deep convolutional network for reducing metal streak artifacts in CT images.

Physics in medicine and biology Nov 26, 2019
Machine learning and deep learning are rapidly finding applications in the medical imaging field. In this paper, we address the long-standing problem of metal artifacts in computed tomography (CT) images by training a dual-stream deep convolutional n...
Humans Neural Networks, Computer Machine Learning Algorithms Tomography, X-Ray Computed Reproducibility of Results Deep Learning Metals Image Processing, Computer-Assisted Prostheses and Implants Artifacts Pedicle Screws Proton Therapy Visible Human Projects
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Segmenting Brain Tissues from Chinese Visible Human Dataset by Deep-Learned Features with Stacked Autoencoder.

BioMed research international Jan 26, 2016
Cryosection brain images in Chinese Visible Human (CVH) dataset contain rich anatomical structure information of tissues because of its high resolution (e.g., 0.167 mm per pixel). Fast and accurate segmentation of these images into white matter, gray...
Humans Brain Image Processing, Computer-Assisted Supervised Machine Learning Visible Human Projects
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