Radiology

Radiology

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

14,558 articles

Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 8149-8169 of 14,558 articles

MedGAN: Medical image translation using GANs.

Image-to-image translation is considered a new frontier in the field of medical image analysis, with...

Nov 2019 31812132

Optimizing MRF-ASL scan design for precise quantification of brain hemodynamics using neural network regression.

PURPOSE: Arterial Spin Labeling (ASL) is a quantitative, non-invasive alternative for perfusion imag...

Nov 2019 31751497

Regularized siamese neural network for unsupervised outlier detection on brain multiparametric magnetic resonance imaging: Application to epilepsy lesion screening.

In this study, we propose a novel anomaly detection model targeting subtle brain lesions in multipar...

Nov 2019 31841950

Partial-ring PET image restoration using a deep learning based method.

PET scanners with partial-ring geometry have been proposed for various imaging purposes. The incompl...

Nov 2019 31581143

Mining multi-site clinical data to develop machine learning MRI biomarkers: application to neonatal hypoxic ischemic encephalopathy.

BACKGROUND: Secondary and retrospective use of hospital-hosted clinical data provides a time- and co...

Nov 2019 31752923

Deep segmentation networks predict survival of non-small cell lung cancer.

Non-small-cell lung cancer (NSCLC) represents approximately 80-85% of lung cancer diagnoses and is t...

Nov 2019 31754135

Machine learning-based multiparametric MRI radiomics for predicting the aggressiveness of papillary thyroid carcinoma.

PURPOSE: To investigate the predictive capability of machine learning-based multiparametric magnetic...

Nov 2019 31783344

A fuzzy clustering based color-coded diagram for effective illustration of blood perfusion parameters in contrast-enhanced ultrasound videos.

BACKGROUND AND OBJECTIVE: Early identification and diagnosis of tumors are of great significance to ...

Nov 2019 31796224

Deep learning modeling using normal mammograms for predicting breast cancer risk.

PURPOSE: To investigate two deep learning-based modeling schemes for predicting short-term risk of d...

Nov 2019 31667873

Lymph Node Metastasis Prediction from Primary Breast Cancer US Images Using Deep Learning.

Background Deep learning (DL) algorithms are gaining extensive attention for their excellent perform...

Nov 2019 31746687

Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual.

Schizophrenia is a severe psychiatric disorder associated with both structural and functional brain ...

Nov 2019 31737978

Machine learning-based quantitative texture analysis of conventional MRI combined with ADC maps for assessment of IDH1 mutation in high-grade gliomas.

PURPOSE: To assess the performance of texture analysis of conventional magnetic resonance imaging (M...

Nov 2019 31741126

Energy enhanced tissue texture in spectral computed tomography for lesion classification.

Tissue texture reflects the spatial distribution of contrasts of image voxel gray levels, i.e., the ...

Nov 2019 32226923

Prediction of fetal weight at varying gestational age in the absence of ultrasound examination using ensemble learning.

Obstetric ultrasound examination of physiological parameters has been mainly used to estimate the fe...

Nov 2019 31980089

Atrial scar quantification via multi-scale CNN in the graph-cuts framework.

Late gadolinium enhancement magnetic resonance imaging (LGE MRI) appears to be a promising alternati...

Nov 2019 31811981

Response surface methodology and artificial neural network approach for the optimization of ultrasound-assisted extraction of polyphenols from garlic.

This paper aimed to establish the optimal conditions for ultrasound-assisted extraction of polypheno...

Nov 2019 31743742

Detecting liver fibrosis using a machine learning-based approach to the quantification of the heart-induced deformation in tagged MR images.

Liver disease causes millions of deaths per year worldwide, and approximately half of these cases ar...

Nov 2019 31730265

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