Radiology

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

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Brain Age in Early Stages of Bipolar Disorders or Schizophrenia.

BACKGROUND: The greater presence of neurodevelopmental antecedants may differentiate schizophrenia f...

Jan 2019 29272464
Using Deep Learning Algorithms to Automatically Identify the Brain MRI Contrast: Implications for Managing Large Databases.

Neuroimaging science has seen a recent explosion in dataset size driving the need to develop databas...

Jan 2019 29956131
A Cancer Paradox: Machine-Learning Backed Propensity-Score Analysis of Coronary Angiography Findings in Cardio-Oncology.

OBJECTIVES: Cancer has been proposed as a cardiovascular risk factor. We aimed to assess the cardiov...

Jan 2019 30611123
[Potential applications of deep learning-based technologies in Hungarian mammography].

INTRODUCTION AND AIM: The technology, named 'deep learning' is the promising result of the last two ...

Jan 2019 30661383
Machine learning in multiexposure laser speckle contrast imaging can replace conventional laser Doppler flowmetry.

Laser speckle contrast imaging (LSCI) enables video rate imaging of blood flow. However, its relatio...

Jan 2019 30675771
Artificial Intelligence and Radiology in Singapore: Championing a New Age of Augmented Imaging for Unsurpassed Patient Care.

Artificial intelligence (AI) has been positioned as being the most important recent advancement in r...

Jan 2019 30788490
Feasibility of Image Registration for Ultrasound-Guided Prostate Radiotherapy Based on Similarity Measurement by a Convolutional Neural Network.

PURPOSE: Registration of 3-dimensional ultrasound images poses a challenge for ultrasound-guided rad...

Jan 2019 30803364
Breast mass detection and diagnosis using fused features with density.

BACKGROUND: The morbidity of breast cancer has been increased in these years and ranked the first of...

Jan 2019 30856154
Multi-material decomposition of spectral CT images via Fully Convolutional DenseNets.

BACKGROUND: Spectral computed tomography (CT) has the capability to resolve the energy levels of inc...

Jan 2019 31177260
A Transfer Learning Approach for Malignant Prostate Lesion Detection on Multiparametric MRI.

PURPOSE: In prostate focal therapy, it is important to accurately localize malignant lesions in orde...

Jan 2019 31221034
Automatic prostate segmentation based on fusion between deep network and variational methods.

BACKGROUND: Segmentation of prostate from magnetic resonance images (MRI) is a critical process for ...

Jan 2019 31403960
Improving PET Imaging Acquisition and Analysis With Machine Learning: A Narrative Review With Focus on Alzheimer's Disease and Oncology.

Machine learning (ML) algorithms have found increasing utility in the medical imaging field and nume...

Jan 2019 31429375
[The future of computer-aided diagnostics in chest computed tomography].

Recently, more and more attention has been paid to the utility of artificial intelligence in medicin...

Jan 2019 31825348
MRI Imaging, Comparison of MRI with other Modalities, Noise in MRI Images and Machine Learning Techniques for Noise Removal: A Review.

BACKGROUND: Medical imaging is to assume greater and greater significance in an efficient and precis...

Jan 2019 31989876
An Intensity Variation Pattern Analysis Based Machine Learning Classifier for MRI Brain Tumor Detection.

BACKGROUND: An accurate detection of tumor from the Magnetic Resonance Images (MRIs) is a critical a...

Jan 2019 32008563
Detecting Brain Tumor using Machines Learning Techniques Based on Different Features Extracting Strategies.

BACKGROUND: Brain tumor is the leading cause of death worldwide. It is obvious that the chances of s...

Jan 2019 32008569
Artificial intelligence, machine learning, computer-aided diagnosis, and radiomics: advances in imaging towards to precision medicine.

The discipline of radiology and diagnostic imaging has evolved greatly in recent years. We have obse...

Jan 2019 32047333
[An artificial neural network model for glioma grading using image information].

To explore the feasibility and efficacy of artificial neural network for differentiating high-grade ...

Dec 2018 30643047
Neural Encoding and Decoding with Deep Learning for Dynamic Natural Vision.

Convolutional neural network (CNN) driven by image recognition has been shown to be able to explain ...

Dec 2018 29059288
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