Radiology

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

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Evaluating the diagnostic utility of applying a machine learning algorithm to diffusion tensor MRI measures in individuals with major depressive disorder.

Using MRI to diagnose mental disorders has been a long-term goal. Despite this, the vast majority of...

Mar 2017 28388468
MR-based synthetic CT generation using a deep convolutional neural network method.

PURPOSE: Interests have been rapidly growing in the field of radiotherapy to replace CT with magneti...

Mar 2017 28192624
On the reproducibility of expert-operated and robotic ultrasound acquisitions.

PURPOSE: We present the evaluation of the reproducibility of measurements performed using robotic ul...

Mar 2017 28321804
Computer vision-based diameter maps to study fluoroscopic recordings of small intestinal motility from conscious experimental animals.

BACKGROUND: When available, fluoroscopic recordings are a relatively cheap, non-invasive and technic...

Mar 2017 28300332
Decision Support System for Detection of Papilledema through Fundus Retinal Images.

A condition in which the optic nerve inside the eye is swelled due to increased intracranial pressur...

Mar 2017 28283997
A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology.

Nuclear segmentation in digital microscopic tissue images can enable extraction of high-quality feat...

Mar 2017 28287963
A novel computer-aided diagnosis system for breast MRI based on feature selection and ensemble learning.

Breast cancer is a common cancer among women. With the development of modern medical science and inf...

Mar 2017 28282591
Creation of a simple natural language processing tool to support an imaging utilization quality dashboard.

BACKGROUND: Testing for venous thromboembolism (VTE) is associated with cost and risk to patients (e...

Feb 2017 28347453
MRI guided focused ultrasound robotic system for animal experiments.

BACKGROUND: In this paper an MRI-guided focused ultrasound (MRgFUS) robotic system was developed tha...

Feb 2017 28211622
Robotic Arm-Assisted Sonography: Review of Technical Developments and Potential Clinical Applications.

OBJECTIVE: Ultrasound imaging requires trained personnel. Advances in robotics and data transmission...

Feb 2017 28177648
Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging.

Alzheimer's disease (AD) is the most common type of dementia and will be an increasing health proble...

Feb 2017 28223022
A magnetic resonance image-guided breast needle intervention robot system: overview and design considerations.

PURPOSE: We developed an image-guided intervention robot system that can be operated in a magnetic r...

Feb 2017 28168682
Predicting primary progressive aphasias with support vector machine approaches in structural MRI data.

Primary progressive aphasia (PPA) encompasses the three subtypes nonfluent/agrammatic variant PPA, s...

Feb 2017 28229040
Initial Experience Using a Telerobotic Ultrasound System for Adult Abdominal Sonography.

PURPOSE: The study sought to assess the feasibility of performing adult abdominal examinations using...

Jan 2017 28159435
Performance of a Machine Learning Classifier of Knee MRI Reports in Two Large Academic Radiology Practices: A Tool to Estimate Diagnostic Yield.

OBJECTIVE: The purpose of this study is to evaluate the performance of a natural language processing...

Jan 2017 28140627
Multimodal Imaging in Diabetic Macular Edema.

Throughout ophthalmic history it has been shown that progress has gone hand in hand with technologic...

Jan 2017 29376234
A deep learning approach for the analysis of masses in mammograms with minimal user intervention.

We present an integrated methodology for detecting, segmenting and classifying breast masses from ma...

Jan 2017 28171807
Predicting prostate tumour location from multiparametric MRI using Gaussian kernel support vector machines: a preliminary study.

The performance of a support vector machine (SVM) algorithm was investigated to predict prostate tum...

Jan 2017 28120144
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