Radiology

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

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Using natural language processing to extract mammographic findings.

OBJECTIVE: Structured data on mammographic findings are difficult to obtain without manual review. W...

Feb 2015 25661260
Evaluation of extra virgin olive oil stability by artificial neural network.

The stability of extra virgin olive oil in polyethylene terephthalate bottles and tinplate cans stor...

Jan 2015 25722136
Neural network pattern recognition of lingual-palatal pressure for automated detection of swallow.

We describe a novel device and method for real-time measurement of lingual-palatal pressure and auto...

Jan 2015 25618539
Discrimination of schizophrenia auditory hallucinators by machine learning of resting-state functional MRI.

Auditory hallucinations (AH) are a symptom that is most often associated with schizophrenia, but pat...

Jan 2015 25753600
Learning-based prediction of gestational age from ultrasound images of the fetal brain.

We propose an automated framework for predicting gestational age (GA) and neurodevelopmental maturat...

Jan 2015 25624045
Robot-assisted ultrasound imaging: overview and development of a parallel telerobotic system.

Ultrasound imaging is frequently used in medicine. The quality of ultrasound images is often depende...

Dec 2014 25540071
2D-3D radiograph to cone-beam computed tomography (CBCT) registration for C-arm image-guided robotic surgery.

PURPOSE: C-arm radiographs are commonly used for intraoperative image guidance in surgical intervent...

Dec 2014 25503592
A generic support vector machine model for preoperative glioma survival associations.

PURPOSE: To develop a generic support vector machine (SVM) model by using magnetic resonance (MR) im...

Dec 2014 25486589
Robotic systems for percutaneous needle-guided interventions.

Several groups have developed robotic systems for invasive medical procedures. In this article we wi...

Nov 2014 25421786
Comparison of CT Fluoroscopy-Guided Manual and CT-Guided Robotic Positioning System for In Vivo Needle Placements in Swine Liver.

PURPOSE: To compare CT fluoroscopy-guided manual and CT-guided robotic positioning system (RPS)-assi...

Nov 2014 25376924
Classification of sodium MRI data of cartilage using machine learning.

PURPOSE: To assess the possible utility of machine learning for classifying subjects with and subjec...

Nov 2014 25367844
Automatic abstraction of imaging observations with their characteristics from mammography reports.

BACKGROUND: Radiology reports are usually narrative, unstructured text, a format which hinders the a...

Oct 2014 25352567
Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects.

Mild cognitive impairment (MCI) is a transitional stage between age-related cognitive decline and Al...

Oct 2014 25312773
Predictive Models Based on Support Vector Machines: Whole-Brain versus Regional Analysis of Structural MRI in the Alzheimer's Disease.

Decision-making systems trained on structural magnetic resonance imaging data of subjects affected b...

Oct 2014 25291354
Manifold regularized multitask feature learning for multimodality disease classification.

Multimodality based methods have shown great advantages in classification of Alzheimer's disease (AD...

Oct 2014 25277605
3T MR-guided in-bore transperineal prostate biopsy: A comparison of robotic and manual needle-guidance templates.

PURPOSE: To demonstrate the utility of a robotic needle-guidance template device as compared to a ma...

Sep 2014 25263213
Resting state fMRI feature-based cerebral glioma grading by support vector machine.

PURPOSE : Tumor grading plays an essential role in the optimal selection of solid tumor treatment. N...

Sep 2014 25227532
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