Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

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Contrast coding in the electrosensory system: parallels with visual computation.

To identify and interact with moving objects, including other members of the same species, an animal...

Nov 2015 26558527
A Robotic Ultrasound Scanner for Automatic Vessel Tracking and Three-Dimensional Reconstruction of B-Mode Images.

Locating and evaluating the length and severity of a stenosis is very important for planning adequat...

Nov 2015 26571522
Automated Reconciliation of Radiology Reports and Discharge Summaries.

We study machine learning techniques to automatically identify limb abnormalities (including fractur...

Nov 2015 26958213
Toward Standardized Acoustic Radiation Force (ARF)-Based Ultrasound Elasticity Measurements With Robotic Force Control.

OBJECTIVE: Acoustic radiation force (ARF)-based approaches to measure tissue elasticity require tran...

Nov 2015 26552071
Automatic classification of prostate cancer Gleason scores from multiparametric magnetic resonance images.

Noninvasive, radiological image-based detection and stratification of Gleason patterns can impact cl...

Nov 2015 26578786
Hypercalcemia of Malignancy.

A 60-year-old man initially presented with pain in the right upper quadrant in October 2010. A compu...

Nov 2015 27648348
Optimal classification for the diagnosis of duchenne muscular dystrophy images using support vector machines.

BACKGROUND: This study aimed to investigate the optimal support vector machines (SVM)-based classifi...

Oct 2015 26476638
Hybrid RGSA and Support Vector Machine Framework for Three-Dimensional Magnetic Resonance Brain Tumor Classification.

A novel hybrid approach for the identification of brain regions using magnetic resonance images acco...

Oct 2015 26509188
Prognostic implication of right ventricular involvement in peripartum cardiomyopathy: a cardiovascular magnetic resonance study.

AIMS: Peripartum cardiomyopathy (PPCM) is a major cause of acute heart failure in the peripartum per...

Sep 2015 27774259
Myocardial Fractional Flow Reserve Measurement Using Contrast Media as a First-Line Assessment of Coronary Lesions in Current Practice.

BACKGROUND: Fractional flow reserve (FFR) measurement requires adenosine injection. However, adenosi...

Sep 2015 26774229
Robotically assisted percutaneous coronary intervention: benefits to the patient and the cardiologist.

Robotic percutaneous interventional systems represent the future of interventional cardiology. Robot...

Sep 2015 26377605
Remote Sonography in Routine Clinical Practice Between Two Isolated Medical Centers and the University Hospital Using a Robotic Arm: A 1-Year Study.

BACKGROUND: A robotic arm was developed by our laboratory for tele-operated echography on patients i...

Sep 2015 26376030
Predicting Response to Neoadjuvant Chemotherapy with PET Imaging Using Convolutional Neural Networks.

Imaging of cancer with 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) has become ...

Sep 2015 26355298
Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences.

OBJECTIVES: Inspired by real-world examples from the forensic medical sciences domain, we seek to de...

Sep 2015 26395654
Going beyond a First Reader: A Machine Learning Methodology for Optimizing Cost and Performance in Breast Ultrasound Diagnosis.

The goal of this study was to devise a machine learning methodology as a viable low-cost alternative...

Sep 2015 26354997
Correlation of magnetic resonance imaging with digital histopathology in prostate.

PURPOSE: We propose a systematic approach to correlate MRI and digital histopathology in prostate.

Sep 2015 26337442
Machine-learning to characterise neonatal functional connectivity in the preterm brain.

Brain development is adversely affected by preterm birth. Magnetic resonance image analysis has reve...

Sep 2015 26341027
An Inversion Scheme for Hybrid Fluorescence Molecular Tomography Using a Fuzzy Inference System.

The imaging performance of fluorescence molecular tomography (FMT) improves when information from th...

Sep 2015 26340771
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