AIMC Topic: Tomography

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Improved Imaging Resolution of Electrical Impedance Tomography Using Artificial Neural Networks for Image Reconstruction.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Electrical impedance tomography (EIT) is a noninvasive and non-radiative medical imaging technique based on detecting the inhomogeneous electrical properties of the tissue. The inverse problem of EIT is a highly nonlinear ill-posed problem, which is ...
Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Electric Impedance Tomography
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GPU-based deep convolutional neural network for tomographic phase microscopy with ℓ1 fitting and regularization.

Journal of biomedical optics Jun 1, 2018
Tomographic phase microscopy (TPM) is a unique imaging modality to measure the three-dimensional refractive index distribution of transparent and semitransparent samples. However, the requirement of the dense sampling in a large range of incident ang...
Humans Neural Networks, Computer Algorithms Imaging, Three-Dimensional Image Processing, Computer-Assisted Cell Count HeLa Cells Signal-To-Noise Ratio Microscopy, Phase-Contrast Tomography
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Imaging Intelligence: AI Is Transforming Medical Imaging Across the Imaging Spectrum.

IEEE pulse Jan 1, 2018
Artificial intelligence (AI) and machine learning (ML) have influenced medicine in myriad ways, and medical imaging is at the forefront of technological transformation. Recent advances in AI/ML fields have made an impact on imaging and image analysis...
Humans Artificial Intelligence Machine Learning Image Processing, Computer-Assisted Tomography
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