AI Medical Compendium Journal:
Topics in magnetic resonance imaging : TMRI

Showing 1 to 7 of 7 articles

A Pilot Study on Deep Learning With Simplified Intravoxel Incoherent Motion Diffusion-Weighted MRI Parameters for Differentiating Hepatocellular Carcinoma From Other Common Liver Masses.

Topics in magnetic resonance imaging : TMRI Apr 21, 2025
OBJECTIVES: To develop and evaluate a deep learning technique for the differentiation of hepatocellular carcinoma (HCC) using "simplified intravoxel incoherent motion (IVIM) parameters" derived from only 3 b-value images.
Humans Carcinoma, Hepatocellular Image Processing, Computer-Assisted Pilot Projects Liver Neoplasms Motion Image Interpretation, Computer-Assisted Diffusion Magnetic Resonance Imaging Liver Diagnosis, Differential Adult Reproducibility of Results Middle Aged Retrospective Studies Male Aged Deep Learning Female
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Deep Learning Reconstruction of Accelerated MRI: False-Positive Cartilage Delamination Inserted in MRI Arthrography Under Traction.

Topics in magnetic resonance imaging : TMRI Jul 12, 2024
OBJECTIVES: The radiological imaging industry is developing and starting to offer a range of novel artificial intelligence software solutions for clinical radiology. Deep learning reconstruction of magnetic resonance imaging data seems to allow for t...
Image Interpretation, Computer-Assisted False Positive Reactions Image Processing, Computer-Assisted Magnetic Resonance Imaging Arthrography Traction Hip Joint Cartilage, Articular Humans Adult Male Deep Learning
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Logistic Regression-Based Model Is More Efficient Than U-Net Model for Reliable Whole Brain Magnetic Resonance Imaging Segmentation.

Topics in magnetic resonance imaging : TMRI Jun 28, 2022
OBJECTIVES: Automated whole brain segmentation from magnetic resonance images is of great interest for the development of clinically relevant volumetric markers for various neurological diseases. Although deep learning methods have demonstrated remar...
Logistic Models Magnetic Resonance Imaging HIV Infections Image Processing, Computer-Assisted Humans Brain Neoplasms Deep Learning Brain
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Improving Ischemic Stroke Care With MRI and Deep Learning Artificial Intelligence.

Topics in magnetic resonance imaging : TMRI Aug 1, 2021
Advanced magnetic resonance imaging has been used as selection criteria for both acute ischemic stroke treatment and secondary prevention. The use of artificial intelligence, and in particular, deep learning, to synthesize large amounts of data and t...
Brain Ischemia Magnetic Resonance Imaging Humans Ischemic Stroke Deep Learning
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Applying Artificial Intelligence to Mitigate Effects of Patient Motion or Other Complicating Factors on Image Quality.

Topics in magnetic resonance imaging : TMRI Aug 1, 2020
Artificial intelligence, particularly deep learning, offers several possibilities to improve the quality or speed of image acquisition in magnetic resonance imaging (MRI). In this article, we briefly review basic machine learning concepts and discuss...
Motion Artifacts Humans Artificial Intelligence Machine Learning Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging
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Deep Learning AI Applications in the Imaging of Glioma.

Topics in magnetic resonance imaging : TMRI Apr 1, 2020
This manuscript will review emerging applications of artificial intelligence, specifically deep learning, and its application to glioblastoma multiforme (GBM), the most common primary malignant brain tumor. Current deep learning approaches, commonly ...
Brain Adult Humans Magnetic Resonance Imaging Artificial Intelligence Glioblastoma Brain Neoplasms Image Interpretation, Computer-Assisted Deep Learning
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Robotics in MRI-Guided Interventions.

Topics in magnetic resonance imaging : TMRI Feb 1, 2018
Robots have been found to be a useful tool in magnetic resonance imaging (MRI)-guided intervention. The utility of robots in MRI-guided therapy ranges from aid for precision targeting to high-dexterity surgical tools to improve or even enable new MRI...
Prostate Image-Guided Biopsy Prostatic Diseases Magnetic Resonance Imaging, Interventional Robotics Prostatic Neoplasms Humans Male
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