AI Medical Compendium Journal:
Journal of magnetic resonance imaging : JMRI

Showing 61 to 70 of 234 articles

Editorial for "Magnetic Resonance Deep Learning Radiomic Model Based on Distinct Metastatic Vascular Patterns for Evaluating Recurrence-Free Survival in Hepatocellular Carcinoma".

Journal of magnetic resonance imaging : JMRI Oct 11, 2023
Disease-Free Survival Image Processing, Computer-Assisted Magnetic Resonance Imaging Liver Neoplasm Recurrence, Local Deep Learning Liver Neoplasms Carcinoma, Hepatocellular Humans Radiomics
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Editorial for "Automated Breast Density Assessment in MRI Using Deep Learning and Radiomics: Strategies for Reducing Inter-Observer Variability".

Journal of magnetic resonance imaging : JMRI Oct 11, 2023
Observer Variation Breast Density Image Processing, Computer-Assisted Magnetic Resonance Imaging Breast Humans Female Reproducibility of Results Breast Neoplasms Radiomics Deep Learning
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Deep Learning-Based T2-Weighted MR Image Quality Assessment and Its Impact on Prostate Cancer Detection Rates.

Journal of magnetic resonance imaging : JMRI Oct 9, 2023
BACKGROUND: Image quality evaluation of prostate MRI is important for successful implementation of MRI into localized prostate cancer diagnosis.
Retrospective Studies Prostatic Neoplasms Deep Learning Aged Prostate-Specific Antigen Image Processing, Computer-Assisted Male Prostate Magnetic Resonance Imaging Middle Aged Humans Image Interpretation, Computer-Assisted Algorithms
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Global and Regional Deep Learning Models for Multiple Sclerosis Stratification From MRI.

Journal of magnetic resonance imaging : JMRI Oct 6, 2023
BACKGROUND: The combination of anatomical MRI and deep learning-based methods such as convolutional neural networks (CNNs) is a promising strategy to build predictive models of multiple sclerosis (MS) prognosis. However, studies assessing the effect ...
Humans Neural Networks, Computer Female Reproducibility of Results Adult Male Brain Prognosis Retrospective Studies Image Processing, Computer-Assisted Middle Aged Magnetic Resonance Imaging Deep Learning Multiple Sclerosis ROC Curve
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Editorial for "Deep Learning-Based T2-Weighted MR Image Quality Assessment and Its Impact on Prostate Cancer Detection Rates".

Journal of magnetic resonance imaging : JMRI Oct 3, 2023
Image Interpretation, Computer-Assisted Reproducibility of Results Male Deep Learning Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Prostatic Neoplasms Prostate
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Editorial for "Deep Learning for Discrimination of Hypertrophic Cardiomyopathy and Hypertensive Heart Disease on MRI Native T1 Maps".

Journal of magnetic resonance imaging : JMRI Sep 22, 2023
Deep Learning Hypertension Magnetic Resonance Imaging Myocardium Cardiomyopathy, Hypertrophic Humans
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MRI-Based Radiomics and Deep Learning in Biological Characteristics and Prognosis of Hepatocellular Carcinoma: Opportunities and Challenges.

Journal of magnetic resonance imaging : JMRI Aug 30, 2023
Hepatocellular carcinoma (HCC) is the fifth most common malignancy and the third leading cause of cancer-related death worldwide. HCC exhibits strong inter-tumor heterogeneity, with different biological characteristics closely associated with prognos...
Magnetic Resonance Imaging Radiomics Deep Learning Liver Neoplasms Carcinoma, Hepatocellular Humans Artificial Intelligence Prognosis
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Editorial for "Detecting Adverse Pathology of Prostate Cancer With a Deep Learning Approach Based on a 3D Swin-Transformer Model and Biparametric MRI: A Multicenter Retrospective Study".

Journal of magnetic resonance imaging : JMRI Aug 28, 2023
Image Interpretation, Computer-Assisted Multicenter Studies as Topic Prostatic Neoplasms Prostate Humans Retrospective Studies Male Deep Learning Imaging, Three-Dimensional Magnetic Resonance Imaging
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Detecting Adverse Pathology of Prostate Cancer With a Deep Learning Approach Based on a 3D Swin-Transformer Model and Biparametric MRI: A Multicenter Retrospective Study.

Journal of magnetic resonance imaging : JMRI Aug 21, 2023
BACKGROUND: Accurately detecting adverse pathology (AP) presence in prostate cancer patients is important for personalized clinical decision-making. Radiologists' assessment based on clinical characteristics showed poor performance for detecting AP p...
Image Interpretation, Computer-Assisted Prostatectomy Magnetic Resonance Imaging Prostatic Neoplasms Humans Prostate Retrospective Studies Reproducibility of Results Middle Aged Deep Learning ROC Curve Aged Imaging, Three-Dimensional Sensitivity and Specificity Male
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3D Breast Cancer Segmentation in DCE-MRI Using Deep Learning With Weak Annotation.

Journal of magnetic resonance imaging : JMRI Aug 19, 2023
BACKGROUND: Deep learning models require large-scale training to perform confidently, but obtaining annotated datasets in medical imaging is challenging. Weak annotation has emerged as a way to save time and effort.
Female Reproducibility of Results Aged Adult Breast Neoplasms Middle Aged Deep Learning Humans Retrospective Studies Magnetic Resonance Imaging Breast Image Interpretation, Computer-Assisted Imaging, Three-Dimensional Image Processing, Computer-Assisted Contrast Media
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