AIMC Topic: Tomography Scanners, X-Ray Computed

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Deep Learning-Based Image Conversion Improves the Reproducibility of Computed Tomography Radiomics Features: A Phantom Study.

Investigative radiology May 1, 2022
OBJECTIVES: This study aimed to evaluate the usefulness of deep learning-based image conversion to improve the reproducibility of computed tomography (CT) radiomics features.
Tomography, X-Ray Computed Reproducibility of Results Deep Learning Image Processing, Computer-Assisted Phantoms, Imaging Tomography Scanners, X-Ray Computed
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CT Dosimetry: What Has Been Achieved and What Remains to Be Done.

Investigative radiology Jan 1, 2021
Radiation dose in computed tomography (CT) has become a hot topic due to an upward trend in the number of CT procedures worldwide and the relatively high doses associated with these procedures. The main aim of this review article is to provide an ove...
Humans Artificial Intelligence Tomography, X-Ray Computed Radiation Dosage Monte Carlo Method Phantoms, Imaging Radiometry Tomography Scanners, X-Ray Computed
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Image-guidance, Robotics, and the Future of Spine Surgery.

Clinical spine surgery Jun 1, 2020
Spine surgery has seen considerable advancements over the last 2 decades, particularly in the fields of image-guidance and robotics. These technologies offer the potential to overcome the various technical challenges in spinal surgery, such as physic...
Humans Tomography, X-Ray Computed Reproducibility of Results Robotics Diagnostic Imaging Equipment Design Robotic Surgical Procedures Neurosurgical Procedures Fluoroscopy Spine Augmented Reality Surgery, Computer-Assisted Radiation Dosage Orthopedics Tomography Scanners, X-Ray Computed
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Deep Learning Reconstruction at CT: Phantom Study of the Image Characteristics.

Academic radiology Jan 1, 2020
OBJECTIVES: Noise, commonly encountered on computed tomography (CT) images, can impact diagnostic accuracy. To reduce the image noise, we developed a deep-learning reconstruction (DLR) method that integrates deep convolutional neural networks into im...
Algorithms Tomography, X-Ray Computed Deep Learning Image Processing, Computer-Assisted Radiographic Image Interpretation, Computer-Assisted Radiation Dosage Phantoms, Imaging Tomography Scanners, X-Ray Computed
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