AIMC Topic: Tomography, Optical

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Back-propagation neural network-based reconstruction algorithm for diffuse optical tomography.

Journal of biomedical optics Dec 1, 2018
Diffuse optical tomography (DOT) is a promising noninvasive imaging modality and is capable of providing functional characteristics of biological tissue by quantifying optical parameters. The DOT image reconstruction is ill-posed and ill-conditioned,...
Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Tomography, Optical
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Discrimination of Complex Activation Patterns in Near Infrared Optical Tomography with Artificial Neural Networks.

Advances in experimental medicine and biology Jan 1, 2018
Near-infrared optical tomography (NIROT) has great promise for many clinical problems. Here we focus on the study of brain function. During NIROT image reconstruction of brain activity, an inverse problem has to be solved that is sensitive to small s...
Humans Neural Networks, Computer Brain Spectroscopy, Near-Infrared Image Processing, Computer-Assisted Tomography, Optical
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Variational inference with ARD prior for NIRS diffuse optical tomography.

IEEE transactions on neural networks and learning systems May 1, 2015
Diffuse optical tomography (DOT) reconstructs 3-D tomographic images of brain activities from observations by near-infrared spectroscopy (NIRS) that is formulated as an ill-posed inverse problem. This brief presents a method for NIRS DOT based on a h...
Humans Neural Networks, Computer Algorithms Brain Computer Simulation Spectroscopy, Near-Infrared Image Processing, Computer-Assisted Bayes Theorem Hemoglobins Pattern Recognition, Automated Tomography, Optical
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