Radiology

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

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Ensemble based on static classifier selection for automated diagnosis of Mild Cognitive Impairment.

BACKGROUND: Alzheimer's disease (AD) is the most common cause of neurodegenerative dementia in the e...

Nov 2017 29104000
Ultrasound-assisted d-tartaric acid whole-cell bioconversion by recombinant Escherichia coli.

d-Tartaric acid has wide range of application in the pharmaceutical industry and scarcely exists in ...

Nov 2017 29429650
Quantitative surface analysis of combined MRI and PET enhances detection of focal cortical dysplasias.

OBJECTIVE: Focal cortical dysplasias (FCDs) often cause pharmacoresistant epilepsy, and surgical res...

Oct 2017 29097316
MRI features predict p53 status in lower-grade gliomas via a machine-learning approach.

BACKGROUND: P53 mutation status is a pivotal biomarker for gliomas. Here, we developed a machine-lea...

Oct 2017 29527478
A segmentation of brain MRI images utilizing intensity and contextual information by Markov random field.

BACKGROUND AND OBJECTIVE: Image segmentation is a preliminary and fundamental step in computer aided...

Oct 2017 29072503
Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank.

UK Biobank is a large-scale prospective epidemiological study with all data accessible to researcher...

Oct 2017 29079522
Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrast-enhanced CT: A Preliminary Study.

Purpose To investigate diagnostic performance by using a deep learning method with a convolutional n...

Oct 2017 29059036
Maximum-Likelihood Estimation of Scintillation Pulse Timing.

Including time-of-flight information in positron emission tomography (PET) reconstruction increases ...

Oct 2017 29930991
A machine learning method for fast and accurate characterization of depth-of-interaction gamma cameras.

Measuring the depth-of-interaction (DOI) of gamma photons enables increasing the resolution of emiss...

Oct 2017 28436919
Thermosonication process for optimal functional properties in carrot juice containing orange peel and pulp extracts.

Aqueous extracts of orange peel and pulp with high total phenolic contents (TPC) (25.94 and 11.38 mg...

Oct 2017 29287442
Loculated transudative pleural effusion masquerading as right upper lobe consolidation in a haemodialysis patient.

Pleural effusion is a common encounter in renal failure patients and frequently possess a diagnostic...

Oct 2017 30263991
Novel method for the formation of monodisperse superheated perfluorocarbon nanodroplets as activatable ultrasound contrast agents.

Microbubble (MB) contrast agents have positively impacted the clinical ultrasound (US) community wor...

Oct 2017 29430294
Optimization of ultrasound-assisted extraction of indigo and indirubin from Fort. and their antioxidant capacities.

An effective method for the ultrasound-assisted extraction of indigo and indirubin from Fort. was e...

Oct 2017 30263665
Nonlinearity-aware based dimensionality reduction and over-sampling for AD/MCI classification from MRI measures.

Alzheimer's disease (AD) has been not only a substantial financial burden to the health care system ...

Oct 2017 29031664
A deep convolutional neural network-based automatic delineation strategy for multiple brain metastases stereotactic radiosurgery.

Accurate and automatic brain metastases target delineation is a key step for efficient and effective...

Oct 2017 28985229
A Deep Learning Solution for Automatic Fetal Neurosonographic Diagnostic Plane Verification Using Clinical Standard Constraints.

During routine ultrasound assessment of the fetal brain for biometry estimation and detection of fet...

Sep 2017 28958729
Delineation of the ischemic stroke lesion based on watershed and relative fuzzy connectedness in brain MRI.

Precise segmentation of stroke lesions from brain magnetic resonance (MR) images poses a challenging...

Sep 2017 28948480
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