Radiology

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

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Revealing Unforeseen Diagnostic Image Features With Deep Learning by Detecting Cardiovascular Diseases From Apical 4-Chamber Ultrasounds.

Background With the increase of highly portable, wireless, and low-cost ultrasound devices and autom...

Aug 2022 35929465
Automated Lung Cancer Segmentation Using a PET and CT Dual-Modality Deep Learning Neural Network.

PURPOSE: To develop an automated lung tumor segmentation method for radiation therapy planning based...

Aug 2022 35934160
Artificial intelligence in emergency radiology: A review of applications and possibilities.

Artificial intelligence (AI) applications in radiology have been rising exponentially in the last de...

Aug 2022 35933269
Head-to-head comparison of biparametric versus multiparametric MRI of the prostate before robot-assisted transperineal fusion prostate biopsy.

PURPOSE: Prostate biparametric magnetic resonance imaging (bpMRI) including T2-weighted imaging (T2W...

Aug 2022 35922717
Diagnosing Diabetic Retinopathy in OCTA Images Based on Multilevel Information Fusion Using a Deep Learning Framework.

OBJECTIVE: As an extension of optical coherence tomography (OCT), optical coherence tomographic angi...

Aug 2022 35966243
Establishment of a deep-learning system to diagnose BI-RADS4a or higher using breast ultrasound for clinical application.

Although the categorization of ultrasound using the Breast Imaging Reporting and Data System (BI-RAD...

Aug 2022 35880248
Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation With Structural MRI.

Accurate prediction of clinical scores (of neuropsychological tests) based on noninvasive structural...

Aug 2022 33656999
Magnetic Tile Surface Defect Detection Methodology Based on Self-Attention and Self-Supervised Learning.

As the core component of permanent magnet motor, the magnetic tile defects seriously affect the qual...

Aug 2022 35965754
Correlation of vascular and fluid-related parameters in neovascular age-related macular degeneration using deep learning.

PURPOSE: To identify correlations between the vascular characteristics of macular neovascularization...

Aug 2022 35912717
Deep-learning prediction of amyloid deposition from early-phase amyloid positron emission tomography imaging.

OBJECTIVE: While the use of biomarkers for the detection of early and preclinical Alzheimer's Diseas...

Aug 2022 35913591
3D Segmentation Guided Style-Based Generative Adversarial Networks for PET Synthesis.

Potential radioactive hazards in full-dose positron emission tomography (PET) imaging remain a conce...

Aug 2022 35239478
Feature extraction from MRI ADC images for brain tumor classification using machine learning techniques.

BACKGROUND: Diffusion-weighted (DW) imaging is a well-recognized magnetic resonance imaging (MRI) te...

Aug 2022 35915448
Development and Validation of a Deep Learning Model for Brain Tumor Diagnosis and Classification Using Magnetic Resonance Imaging.

IMPORTANCE: Deep learning may be able to use patient magnetic resonance imaging (MRI) data to aid in...

Aug 2022 35939301
Computed Tomography-Based Deep Learning Nomogram Can Accurately Predict Lymph Node Metastasis in Gastric Cancer.

BACKGROUND: Computed tomography is the most commonly used imaging modality for preoperative assessme...

Jul 2022 35909203
Robot Versus Fluoroscopy-Assisted Vertebroplasty and Kyphoplasty for Osteoporotic Vertebral Compression Fractures: A Systematic Review and Meta-analysis.

OBJECTIVE: This study aimed to conduct a systematic review and meta-analysis to compare the clinical...

Jul 2022 35922006
Deep-Learning-Based Ultrasound Sound-Speed Tomography Reconstruction with Tikhonov Pseudo-Inverse Priori.

Ultrasound sound-speed tomography (USST) is a promising technology for breast imaging and breast can...

Jul 2022 35922265
Tasks for artificial intelligence in prostate MRI.

The advent of precision medicine, increasing clinical needs, and imaging availability among many oth...

Jul 2022 35908102
Economic Evaluation of Telerobotic Ultrasound Technology to Remotely Provide Ultrasound Services in Rural and Remote Communities.

INTRODUCTION: Telerobotic ultrasound technology allows radiologists and sonographers to remotely pro...

Jul 2022 35906950
Comparative Study of Raw Ultrasound Data Representations in Deep Learning to Classify Hepatic Steatosis.

Adiposity accumulation in the liver is an early-stage indicator of non-alcoholic fatty liver disease...

Jul 2022 35914993
Deep learning in ultrasound elastography imaging: A review.

It is known that changes in the mechanical properties of tissues are associated with the onset and p...

Jul 2022 35842833
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