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Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 6994-7014 of 14,497 articles

Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment.

Ultrasound imaging is a patient-friendly and robust technique for studying physiological and patholo...

Jul 2021 34252683

A deep learning method for automatic segmentation of the bony orbit in MRI and CT images.

This paper proposes a fully automatic method to segment the inner boundary of the bony orbit in two ...

Jul 2021 34211081

Evaluation of Deep Learning Architectures for Complex Immunofluorescence Nuclear Image Segmentation.

Separating and labeling each nuclear instance (instance-aware segmentation) is the key challenge in ...

Jun 2021 33784615

Cross Attention Squeeze Excitation Network (CASE-Net) for Whole Body Fetal MRI Segmentation.

Segmentation of the fetus from 2-dimensional (2D) magnetic resonance imaging (MRI) can aid radiologi...

Jun 2021 34209154

Effect of age and sex on fully automated deep learning assessment of left ventricular function, volumes, and contours in cardiac magnetic resonance imaging.

Deep learning algorithms for left ventricle (LV) segmentation are prone to bias towards the training...

Jun 2021 34185211

Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low-dimensional space of brain dynamics.

Large-scale brain dynamics are believed to lie in a latent, low-dimensional space. Typically, the em...

Jun 2021 34184812

Optical mesoscopy, machine learning, and computational microscopy enable high information content diagnostic imaging of blood films.

Automated image-based assessment of blood films has tremendous potential to support clinical haemato...

Jun 2021 34096621

Quantitative Analysis and Automated Lung Ultrasound Scoring for Evaluating COVID-19 Pneumonia With Neural Networks.

As being radiation-free, portable, and capable of repetitive use, ultrasonography is playing an impo...

Jun 2021 33798078

Reproducibility of automated habenula segmentation via deep learning in major depressive disorder and normal controls with 7 Tesla MRI.

The habenula is one of the most important brain regions for investigating the etiology of psychiatri...

Jun 2021 34188141

An Automatic Biopsy Needle Detection and Segmentation on Ultrasound Images Using a Convolutional Neural Network.

Needle visualization in the ultrasound image is essential to successfully perform the ultrasound-gui...

Jun 2021 34180737

Deep learning powered coronary CT angiography for detecting obstructive coronary artery disease: The effect of reader experience, calcification and image quality.

OBJECTIVES: To investigate the effect of reader experience, calcification and image quality on the p...

Jun 2021 34237493

An Extended Approach to Predict Retinopathy in Diabetic Patients Using the Genetic Algorithm and Fuzzy C-Means.

The present study is developed a new approach using a computer diagnostic method to diagnosing diabe...

Jun 2021 34258269

Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach.

OBJECTIVES: To develop and validate a deep learning-based algorithm for segmenting and quantifying t...

Jun 2021 34170365

Deep learning-based automated left ventricular ejection fraction assessment using 2-D echocardiography.

Deep learning (DL) has been applied for automatic left ventricle (LV) ejection fraction (EF) measure...

Jun 2021 34170197

Multimodal deep learning with feature level fusion for identification of choroidal neovascularization activity in age-related macular degeneration.

PURPOSE: This study aimed to determine the efficacy of a multimodal deep learning (DL) model using o...

Jun 2021 34159761

[New intraoperative fluorescence-based and spectroscopic imaging techniques in visceral medicine - precision surgery in the "high tech"-operating room].

INTRODUCTION: Fluorescence angiography (FA) with indocyanine green (ICG) and hyperspectral imaging (...

Jun 2021 34157756

Browse Categories

Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment.

A deep learning method for automatic segmentation of the bony orbit in MRI and CT images.

Evaluation of Deep Learning Architectures for Complex Immunofluorescence Nuclear Image Segmentation.

Cross Attention Squeeze Excitation Network (CASE-Net) for Whole Body Fetal MRI Segmentation.

Effect of age and sex on fully automated deep learning assessment of left ventricular function, volumes, and contours in cardiac magnetic resonance imaging.

Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low-dimensional space of brain dynamics.

Optical mesoscopy, machine learning, and computational microscopy enable high information content diagnostic imaging of blood films.

Quantitative Analysis and Automated Lung Ultrasound Scoring for Evaluating COVID-19 Pneumonia With Neural Networks.

Reproducibility of automated habenula segmentation via deep learning in major depressive disorder and normal controls with 7 Tesla MRI.

An Automatic Biopsy Needle Detection and Segmentation on Ultrasound Images Using a Convolutional Neural Network.

Deep learning powered coronary CT angiography for detecting obstructive coronary artery disease: The effect of reader experience, calcification and image quality.

An Extended Approach to Predict Retinopathy in Diabetic Patients Using the Genetic Algorithm and Fuzzy C-Means.

Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach.

Deep learning-based automated left ventricular ejection fraction assessment using 2-D echocardiography.

Multimodal deep learning with feature level fusion for identification of choroidal neovascularization activity in age-related macular degeneration.

Tissue outcome prediction in hyperacute ischemic stroke: Comparison of machine learning models.

Artificial intelligence in medical imaging: implications for patient radiation safety.

DeepVolume: Brain Structure and Spatial Connection-Aware Network for Brain MRI Super-Resolution.

Automated Data Quality Control in FDOPA brain PET Imaging using Deep Learning.

Tip estimation approach for concentric tube robots using 2D ultrasound images and kinematic model.

[New intraoperative fluorescence-based and spectroscopic imaging techniques in visceral medicine - precision surgery in the "high tech"-operating room].

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