Radiology

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

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Diagnostic performance for detecting bone marrow edema of the hip on dual-energy CT: Deep learning model vs. musculoskeletal physicians and radiologists.

PURPOSE: To compare the diagnostic performance of a deep learning (DL) model with that of musculoske...

Apr 2022 35525130
The efficacy of deep learning models in the diagnosis of endometrial cancer using MRI: a comparison with radiologists.

PURPOSE: To compare the diagnostic performance of deep learning models using convolutional neural ne...

Apr 2022 35501705
Mechanism design and force sensing of a novel cardiovascular interventional surgery robot.

BACKGROUND: Robotic-assisted cardiovascular interventional surgery is an effective means to reduce t...

Apr 2022 35405764
Deep Learning-Based Multimodal 3 T MRI for the Diagnosis of Knee Osteoarthritis.

The objective of this study was to investigate the application effect of deep learning model combine...

Apr 2022 35529263
[Modern mid-field magnetic resonance imaging in private practice : Field report].

BACKGROUND: With the 0.55 T magnetic resonance imaging (MRI) scanner "Free.Max", a new device concep...

Apr 2022 35482042
Residual RAKI: A hybrid linear and non-linear approach for scan-specific k-space deep learning.

Parallel imaging is the most clinically used acceleration technique for magnetic resonance imaging (...

Apr 2022 35487456
From CNNs to GANs for cross-modality medical image estimation.

Cross-modality image estimation involves the generation of images of one medical imaging modality fr...

Apr 2022 35504221
Deep-Learning Based Adaptive Ultrasound Imaging From Sub-Nyquist Channel Data.

Traditional beamforming of medical ultrasound images relies on sampling rates significantly higher t...

Apr 2022 35312618
Deep Learning-Based Classification of Reduced Lung Ultrasound Data From COVID-19 Patients.

The application of lung ultrasound (LUS) imaging for the diagnosis of lung diseases has recently cap...

Apr 2022 35320098
Neural Network Kalman Filtering for 3-D Object Tracking From Linear Array Ultrasound Data.

Many interventional surgical procedures rely on medical imaging to visualize and track instruments. ...

Apr 2022 35324438
Investigating Shift Variance of Convolutional Neural Networks in Ultrasound Image Segmentation.

While accuracy is an evident criterion for ultrasound image segmentation, output consistency across ...

Apr 2022 35344491
Improved 3D tumour definition and quantification of uptake in simulated lung tumours using deep learning.

In clinical positron emission tomography (PET) imaging, quantification of radiotracer uptake in tumo...

Apr 2022 35395657
Machine learning-aided engineering of hydrolases for PET depolymerization.

Plastic waste poses an ecological challenge and enzymatic degradation offers one, potentially green ...

Apr 2022 35478237
Evaluation Algorithm for the Effectiveness of Stroke Rehabilitation Treatment Using Cross-Modal Deep Learning.

It is important to study the evaluation algorithm for the stroke rehabilitation treatment effect to ...

Apr 2022 35529256
Applications of natural language processing in radiology: A systematic review.

BACKGROUND: Recent advances in performance of natural language processing (NLP) techniques have spur...

Apr 2022 35533413
Research Progress of Machine Learning and Deep Learning in Intelligent Diagnosis of the Coronary Atherosclerotic Heart Disease.

The coronary atherosclerotic heart disease is a common cardiovascular disease with high morbidity, d...

Apr 2022 35516452
Robot-Assisted Mini-Endoscopic Combined Intrarenal Surgery for Complex and Multiple Calculi: What Are the Real Advantages?

To determine the stone-free rates (SFR) with robot-assisted mini-endoscopic combined intrarenal sur...

Apr 2022 35467454
Clinical target segmentation using a novel deep neural network: double attention Res-U-Net.

We introduced Double Attention Res-U-Net architecture to address medical image segmentation problem ...

Apr 2022 35468984
Phase retrieval based on deep learning in grating interferometer.

Grating interferometry is a promising technique to obtain differential phase contrast images with il...

Apr 2022 35469034
Comprehensive Clinical Evaluation of a Deep Learning-Accelerated, Single-Breath-Hold Abdominal HASTE at 1.5 T and 3 T.

To evaluate the clinical performance of a deep learning-accelerated single-breath-hold half-Fourier ...

Apr 2022 35469719
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