Radiology

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

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Deep Learning CT Image Reconstruction in Clinical Practice.

BACKGROUND:  Computed tomography (CT) is a central modality in modern radiology contributing to diag...

Dec 2020 33302311
[Enhanced imaging in urological endoscopy].

White light cystoscopy and the concise documentation of pathological findings are standard diagnosti...

Dec 2020 33301070
A novel deep learning conditional generative adversarial network for producing angiography images from retinal fundus photographs.

Fluorescein angiography (FA) is a procedure used to image the vascular structure of the retina and r...

Dec 2020 33299065
Value of Doppler ultrasound in early detection of diabetic kidney disease: A systematic review and meta-analysis.

The diagnosis of diabetic kidney disease can be delayed by limitations of primary biomarkers, which ...

Dec 2020 34567226
Pulmonary Ventilation Maps Generated with Free-breathing Proton MRI and a Deep Convolutional Neural Network.

Background Hyperpolarized noble gas MRI helps measure lung ventilation, but clinical translation rem...

Dec 2020 33289613
A Computationally Efficient Reconstruction Algorithm for Circular Cone-Beam Computed Tomography Using Shallow Neural Networks.

Circular cone-beam (CCB) Computed Tomography (CT) has become an integral part of industrial quality ...

Dec 2020 34460532
Phase imaging with computational specificity (PICS) for measuring dry mass changes in sub-cellular compartments.

Due to its specificity, fluorescence microscopy has become a quintessential imaging tool in cell bio...

Dec 2020 33288761
Early prediction of neoadjuvant chemotherapy response for advanced breast cancer using PET/MRI image deep learning.

This study aimed to investigate the predictive efficacy of positron emission tomography/computed tom...

Dec 2020 33273490
Analyzing magnetic resonance imaging data from glioma patients using deep learning.

The quantitative analysis of images acquired in the diagnosis and treatment of patients with brain t...

Dec 2020 33571780
An unsupervised deep learning method for multi-coil cine MRI.

Deep learning has achieved good success in cardiac magnetic resonance imaging (MRI) reconstruction, ...

Dec 2020 33263316
Parameter estimation of the homodyned K distribution based on an artificial neural network for ultrasound tissue characterization.

The homodyned K (HK) distribution allows a general description of ultrasound backscatter envelope st...

Dec 2020 33290957
Artificial intelligence applications for oncological positron emission tomography imaging.

Positron emission tomography (PET), a functional and dynamic molecular imaging technique, is general...

Nov 2020 33307463
Detection and Localization of Ultrasound Scatterers Using Convolutional Neural Networks.

Delay-and-sum (DAS) beamforming is unable to identify individual scatterers when their density is so...

Nov 2020 32746130
Adaptive Ultrasound Beamforming Using Deep Learning.

Biomedical imaging is unequivocally dependent on the ability to reconstruct interpretable and high-q...

Nov 2020 32746139
Fully‑automated deep‑learning segmentation of pediatric cardiovascular magnetic resonance of patients with complex congenital heart diseases.

BACKGROUND: For the growing patient population with congenital heart disease (CHD), improving clinic...

Nov 2020 33256762
A clinically applicable deep-learning model for detecting intracranial aneurysm in computed tomography angiography images.

Intracranial aneurysm is a common life-threatening disease. Computed tomography angiography is recom...

Nov 2020 33257700
Breast Tumor Classification in Ultrasound Images Using Combined Deep and Handcrafted Features.

This study aims to enable effective breast ultrasound image classification by combining deep feature...

Nov 2020 33265900
Retinal Capillary Nonperfusion on OCT-Angiography and Its Relationship to Kidney Function in Patients with Diabetes.

BACKGROUND: Diabetic retinopathy and kidney disease share underlying mechanisms of microvascular dam...

Nov 2020 33763237
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