Radiology

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

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3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients.

High-grade glioma is the most aggressive and severe brain tumor that leads to death of almost 50% pa...

Oct 2016 28149967
Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks.

High-grade glioma (HGG) is a lethal cancer, which is characterized by very poor prognosis. To help o...

Oct 2016 28649677
Fractional order integration and fuzzy logic based filter for denoising of echocardiographic image.

BACKGROUND: Ultrasound is widely used for imaging due to its cost effectiveness and safety feature. ...

Sep 2016 28110741
Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder.

Improved clinical care for Bipolar Disorder (BD) relies on the identification of diagnostic markers ...

Sep 2016 27622393
Joint amplitude MEMS based measurement platform for low cost and high accessibility telerehabilitation: Elbow case study.

This paper, presents an inertial and magnetic sensor based technological platform, intended for arti...

Sep 2016 28750967
Single NMR image super-resolution based on extreme learning machine.

INTRODUCTION: The performance limitation of MRI equipment and higher resolution demand of NMR images...

Sep 2016 27618584
Contrast-Enhanced Computed Tomography Enables Quantitative Evaluation of Tissue Properties at Intrajoint Regions in Cadaveric Knee Cartilage.

Objective The aim of this study was to investigate whether the concentration of the anionic contrast...

Sep 2016 28934883
Unsupervised class labeling of diffuse lung diseases using frequent attribute patterns.

PURPOSE: For realizing computer-aided diagnosis (CAD) of computed tomography (CT) images, many patte...

Aug 2016 27576334
A Magnetic Resonance Compatible Soft Wearable Robotic Glove for Hand Rehabilitation and Brain Imaging.

In this paper, we present the design, fabrication and evaluation of a soft wearable robotic glove, w...

Aug 2016 28113591
Modeling and analysis of bio-syncretic micro-swimmers for cardiomyocyte-based actuation.

Along with sensation and intelligence, actuation is one of the most important factors in the develop...

Aug 2016 27545346
Multimodal US-gamma imaging using collaborative robotics for cancer staging biopsies.

PURPOSE: The staging of female breast cancer requires detailed information about the level of cancer...

Aug 2016 27507282
Large scale deep learning for computer aided detection of mammographic lesions.

Recent advances in machine learning yielded new techniques to train deep neural networks, which resu...

Aug 2016 27497072
A neural network-based method for spectral distortion correction in photon counting x-ray CT.

Spectral CT using a photon counting x-ray detector (PCXD) shows great potential for measuring materi...

Jul 2016 27469292
Connectivity of the anterior insula differentiates participants with first-episode schizophrenia spectrum disorders from controls: a machine-learning study.

BACKGROUND: Early diagnosis of schizophrenia could improve the outcomes and limit the negative effec...

Jul 2016 27451917
Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support.

Computer-aided diagnosis (CAD) systems constitute a powerful tool for early diagnosis of Alzheimer's...

Jul 2016 27776438
Round Randomized Learning Vector Quantization for Brain Tumor Imaging.

Brain magnetic resonance imaging (MRI) classification into normal and abnormal is a critical and cha...

Jul 2016 27516807
Externalising moods and psychological states in a cloud based system to enhance a pet-robot and child's interaction.

BACKGROUND: This PATRICIA research project is about using pet robots to reduce pain and anxiety in h...

Jul 2016 27454772
THE DECADE OF THE RABiT (2005-15).

The RABiT (Rapid Automated Biodosimetry Tool) is a dedicated Robotic platform for the automation of ...

Jul 2016 27412510
Robotic ultrasound-guided SBRT of the prostate: feasibility with respect to plan quality.

PURPOSE: Advances in radiation therapy delivery systems have enabled motion compensated SBRT of the ...

Jul 2016 27406743
Automated analysis of retinal imaging using machine learning techniques for computer vision.

There are almost two million people in the United Kingdom living with sight loss, including around 3...

Jul 2016 27830057
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