AIMC Journal:
IEEE transactions on medical imaging

Showing 691 to 699 of 699 articles

Automated Detection of Clinically Significant Prostate Cancer in mp-MRI Images Based on an End-to-End Deep Neural Network.

IEEE transactions on medical imaging May 1, 2018
Automated methods for detecting clinically significant (CS) prostate cancer (PCa) in multi-parameter magnetic resonance images (mp-MRI) are of high demand. Existing methods typically employ several separate steps, each of which is optimized individua...
Image Interpretation, Computer-Assisted Neural Networks, Computer Humans Algorithms Prostatic Neoplasms Prostate Male ROC Curve Magnetic Resonance Imaging
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SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network.

IEEE transactions on medical imaging May 1, 2018
We propose an analysis of surgical videos that is based on a novel recurrent convolutional network (SV-RCNet), specifically for automatic workflow recognition from surgical videos online, which is a key component for developing the context-aware comp...
Humans Image Processing, Computer-Assisted Algorithms Neural Networks, Computer Software Workflow Databases, Factual Video-Assisted Surgery
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Online Robust Projective Dictionary Learning: Shape Modeling for MR-TRUS Registration.

IEEE transactions on medical imaging Apr 1, 2018
Robust and effective shape prior modeling from a set of training data remains a challenging task, since the shape variation is complicated, and shape models should preserve local details as well as handle shape noises. To address these challenges, a ...
Prostatic Neoplasms Prostate Supervised Machine Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Ultrasound, High-Intensity Focused, Transrectal Humans Male Ultrasonography Algorithms
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Macular OCT Classification Using a Multi-Scale Convolutional Neural Network Ensemble.

IEEE transactions on medical imaging Apr 1, 2018
Computer-aided diagnosis (CAD) of retinal pathologies is a current active area in medical image analysis. Due to the increasing use of retinal optical coherence tomography (OCT) imaging technique, a CAD system in retinal OCT is essential to assist op...
Neural Networks, Computer Algorithms Databases, Factual Humans Image Interpretation, Computer-Assisted Macula Lutea Tomography, Optical Coherence Macular Degeneration
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Simulation and Synthesis in Medical Imaging.

IEEE transactions on medical imaging Mar 1, 2018
This editorial introduces the Special Issue on Simulation and Synthesis in Medical Imaging. In this editorial, we define so-far ambiguous terms of simulation and synthesis in medical imaging. We also briefly discuss the synergistic importance of mech...
Humans Machine Learning Image Processing, Computer-Assisted Diagnostic Imaging Computer Simulation
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Cross-Modality Image Synthesis via Weakly Coupled and Geometry Co-Regularized Joint Dictionary Learning.

IEEE transactions on medical imaging Mar 1, 2018
Multi-modality medical imaging is increasingly used for comprehensive assessment of complex diseases in either diagnostic examinations or as part of medical research trials. Different imaging modalities provide complementary information about living ...
Image Processing, Computer-Assisted Multimodal Imaging Schizophrenia Databases, Factual Supervised Machine Learning Brain Reproducibility of Results Humans Algorithms
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Adversarial Stain Transfer for Histopathology Image Analysis.

IEEE transactions on medical imaging Mar 1, 2018
It is generally recognized that color information is central to the automatic and visual analysis of histopathology tissue slides. In practice, pathologists rely on color, which reflects the presence of specific tissue components, to establish a diag...
Histocytochemistry Humans Image Processing, Computer-Assisted Machine Learning Staining and Labeling Neoplasms Image Interpretation, Computer-Assisted
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Convolutional Invasion and Expansion Networks for Tumor Growth Prediction.

IEEE transactions on medical imaging Feb 1, 2018
Tumor growth is associated with cell invasion and mass-effect, which are traditionally formulated by mathematical models, namely reaction-diffusion equations and biomechanics. Such models can be personalized based on clinical measurements to build th...
Pancreatic Neoplasms Male Neoplasms Models, Biological Machine Learning Humans Image Processing, Computer-Assisted Neoplasm Invasiveness Precision Medicine Neural Networks, Computer Multimodal Imaging Female
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Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions.

IEEE transactions on medical imaging Feb 1, 2018
Heavy smokers undergoing screening with low-dose chest CT are affected by cardiovascular disease as much as by lung cancer. Low-dose chest CT scans acquired in screening enable quantification of atherosclerotic calcifications and thus enable identifi...
Coronary Artery Disease Coronary Vessels Radiography, Thoracic Humans Aortic Valve Stenosis Tomography, X-Ray Computed Middle Aged Neural Networks, Computer Aortic Valve Lung Neoplasms Aged Algorithms Calcinosis
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