AIMC Topic: Image Enhancement

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Bodypart Recognition Using Multi-stage Deep Learning.

Information processing in medical imaging : proceedings of the ... conference Jan 1, 2015
Automatic medical image analysis systems often start from identifying the human body part contained in the image; Specifically, given a transversal slice, it is important to know which body part it comes from, namely "slice-based bodypart recognition...
Child, Preschool Aged, 80 and over Imaging, Three-Dimensional Young Adult Aged Child Sensitivity and Specificity Tomography, X-Ray Computed Male Reproducibility of Results Adult Female Artificial Intelligence Humans Infant Whole Body Imaging Pattern Recognition, Automated Algorithms Image Interpretation, Computer-Assisted Middle Aged Image Enhancement Adolescent
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Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks.

Information processing in medical imaging : proceedings of the ... conference Jan 1, 2015
Learning representative computational models from medical imaging data requires large training data sets. Often, voxel-level annotation is unfeasible for sufficient amounts of data. An alternative to manual annotation, is to use the enormous amount o...
Image Enhancement Retinal Diseases Pattern Recognition, Automated Retina Semantics Image Interpretation, Computer-Assisted Sensitivity and Specificity Tomography, Optical Coherence Reproducibility of Results Humans Algorithms Neural Networks, Computer
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Shape Classification Using Wasserstein Distance for Brain Morphometry Analysis.

Information processing in medical imaging : proceedings of the ... conference Jan 1, 2015
Brain morphometry study plays a fundamental role in medical imaging analysis and diagnosis. This work proposes a novel framework for brain cortical surface classification using Wasserstein distance, based on uniformization theory and Riemannian optim...
Artificial Intelligence Algorithms Humans Adolescent Imaging, Three-Dimensional Young Adult Male Female Sensitivity and Specificity Pattern Recognition, Automated Reproducibility of Results Adult Image Enhancement Brain Magnetic Resonance Imaging Image Interpretation, Computer-Assisted
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