AIMC Journal:
Radiology

Showing 211 to 220 of 374 articles

Radiomic Machine Learning: Is It Really a Useful Method for the Characterization of Prostate Cancer?

Radiology Mar 5, 2019
Male Magnetic Resonance Imaging Prostatic Neoplasms Humans Machine Learning
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Convolutional Neural Networks for Radiologic Images: A Radiologist's Guide.

Radiology Jan 29, 2019
Deep learning has rapidly advanced in various fields within the past few years and has recently gained particular attention in the radiology community. This article provides an introduction to deep learning technology and presents the stages that are...
Humans Neural Networks, Computer Deep Learning Radiology
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Automated Triaging of Adult Chest Radiographs.

Radiology Jan 22, 2019
Radiography, Thoracic Humans Neural Networks, Computer Adult
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Emerging Applications of Artificial Intelligence in Neuro-Oncology.

Radiology Jan 22, 2019
Due to the exponential growth of computational algorithms, artificial intelligence (AI) methods are poised to improve the precision of diagnostic and therapeutic methods in medicine. The field of radiomics in neuro-oncology has been and will likely c...
Brain Neoplasms Magnetic Resonance Imaging Radiology Tumor Microenvironment Biomarkers, Tumor Humans Algorithms Artificial Intelligence Precision Medicine
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The Dawn of a New Era in Low-Dose PET Imaging.

Radiology Dec 11, 2018
Deep Learning Aniline Compounds Positron-Emission Tomography Magnetic Resonance Imaging Stilbenes
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Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning.

Radiology Dec 11, 2018
Purpose To develop and evaluate a fully automated algorithm for segmenting the abdomen from CT to quantify body composition. Materials and Methods For this retrospective study, a convolutional neural network based on the U-Net architecture was traine...
Pattern Recognition, Automated Radiography, Abdominal Retrospective Studies Body Composition Tomography, X-Ray Computed Radiographic Image Interpretation, Computer-Assisted Adult Aged Middle Aged Humans Liver Neoplasms Aged, 80 and over Deep Learning Algorithms Carcinoma, Hepatocellular
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Ultra-Low-Dose F-Florbetaben Amyloid PET Imaging Using Deep Learning with Multi-Contrast MRI Inputs.

Radiology Dec 11, 2018
Purpose To reduce radiotracer requirements for amyloid PET/MRI without sacrificing diagnostic quality by using deep learning methods. Materials and Methods Forty data sets from 39 patients (mean age ± standard deviation [SD], 67 years ± 8), including...
Lewy Body Disease Parkinsonian Disorders Brain Diseases Stilbenes Amyloid Retrospective Studies Female Humans Magnetic Resonance Imaging Multimodal Imaging Middle Aged Aniline Compounds Alzheimer Disease Aged Deep Learning Positron-Emission Tomography Male Cognitive Dysfunction
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With a Little Help from Machine Learning, Precision Radiology Can Be Feasible.

Radiology Dec 11, 2018
Body Composition Machine Learning Deep Learning Radiology Tomography, X-Ray Computed
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What Can We Learn from the RSNA Pediatric Bone Age Machine Learning Challenge?

Radiology Dec 4, 2018
Machine Learning Humans Child Neural Networks, Computer
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Diagnostic Case-Control versus Diagnostic Cohort Studies for Clinical Validation of Artificial Intelligence Algorithm Performance.

Radiology Dec 4, 2018
Algorithms Case-Control Studies Artificial Intelligence Deep Learning Cohort Studies
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