Radiology

Radiology

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

14,552 articles

Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 7792-7812 of 14,552 articles

Value of Machine Learning-based Coronary CT Fractional Flow Reserve Applied to Triple-Rule-Out CT Angiography in Acute Chest Pain.

PURPOSE: To evaluate the additional value of noninvasive artificial intelligence (AI)-based CT-deriv...

Jun 2020 33778579

Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of the CONSERVE study.

BACKGROUND: Machine learning (ML) is able to extract patterns and develop algorithms to construct da...

Jun 2020 32584909

Automatic left ventricle segmentation in short-axis MRI using deep convolutional neural networks and central-line guided level set approach.

In the clinical diagnosis of cardiovascular diseases, left ventricle (LV) segmentation in cardiac ma...

Jun 2020 32658742

Generative adversarial network based regularized image reconstruction for PET.

Positron emission tomography (PET) is an ill-posed inverse problem and suffers high noise due to lim...

Jun 2020 32357352

Positron emission tomography imaging in cardiovascular disease.

Positron emission tomography (PET) imaging is useful in cardiovascular disease across several areas,...

Jun 2020 32571959

Spatio-temporal visual attention modelling of standard biometry plane-finding navigation.

We present a novel multi-task neural network called Temporal SonoEyeNet (TSEN) with a primary task t...

Jun 2020 32623278

Deep Learning of Cancer Stem Cell Morphology Using Conditional Generative Adversarial Networks.

Deep-learning workflows of microscopic image analysis are sufficient for handling the contextual var...

Jun 2020 32575396

Current Applications, Opportunities, and Limitations of AI for 3D Imaging in Dental Research and Practice.

The increasing use of three-dimensional (3D) imaging techniques in dental medicine has boosted the d...

Jun 2020 32575560

Ensemble Deep Learning Model for Multicenter Classification of Thyroid Nodules on Ultrasound Images.

BACKGROUND Thyroid nodules are extremely common and typically diagnosed with ultrasound whether beni...

Jun 2020 32555130

Deep Learning-Based Detection of Pigment Signs for Analysis and Diagnosis of Retinitis Pigmentosa.

Ophthalmological analysis plays a vital role in the diagnosis of various eye diseases, such as glauc...

Jun 2020 32570943

Deep learning detection of prostate cancer recurrence with F-FACBC (fluciclovine, Axumin®) positron emission tomography.

PURPOSE: To evaluate the performance of deep learning (DL) classifiers in discriminating normal and ...

Jun 2020 32556481

Optical techniques, computed tomography and deep learning role in the diagnosis of COVID-19 pandemic towards increasing the survival rate of vulnerable populations.

• Severe lung complications can be explored using computed tomography during COVID-19 pandemic. • Ul...

Jun 2020 32562732

Transthoracic echocardiography monitoring during ASD closure using an artificial hand system.

AIM: Continuous real-time echocardiographic monitoring is essential for guidance during ASD closure....

Jun 2020 32552906

Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images.

PURPOSE: Neoadjuvant chemotherapy (NAC) aims to minimize the tumor size before surgery. Predicting r...

Jun 2020 32556920

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Value of Machine Learning-based Coronary CT Fractional Flow Reserve Applied to Triple-Rule-Out CT Angiography in Acute Chest Pain.

Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of the CONSERVE study.

Automatic left ventricle segmentation in short-axis MRI using deep convolutional neural networks and central-line guided level set approach.

Generative adversarial network based regularized image reconstruction for PET.

Positron emission tomography imaging in cardiovascular disease.

Spatio-temporal visual attention modelling of standard biometry plane-finding navigation.

Deep Learning of Cancer Stem Cell Morphology Using Conditional Generative Adversarial Networks.

Current Applications, Opportunities, and Limitations of AI for 3D Imaging in Dental Research and Practice.

Ensemble Deep Learning Model for Multicenter Classification of Thyroid Nodules on Ultrasound Images.

Deep Learning-Based Detection of Pigment Signs for Analysis and Diagnosis of Retinitis Pigmentosa.

Deep learning detection of prostate cancer recurrence with F-FACBC (fluciclovine, Axumin®) positron emission tomography.

Optical techniques, computed tomography and deep learning role in the diagnosis of COVID-19 pandemic towards increasing the survival rate of vulnerable populations.

Transthoracic echocardiography monitoring during ASD closure using an artificial hand system.

Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images.

Artificial Intelligence Medical Ultrasound Equipment: Application of Breast Lesions Detection.

Automated Lung Ultrasound B-Line Assessment Using a Deep Learning Algorithm.

Low-dose CT with deep learning regularization via proximal forward-backward splitting.

A Neural Network Approach to Quantify Blood Flow from Retinal OCT Intensity Time-Series Measurements.

Deep learning in interstitial lung disease-how long until daily practice.

Artificial intelligence and radiomics in pediatric molecular imaging.

Generalization of deep learning models for ultra-low-count amyloid PET/MRI using transfer learning.

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