Radiology

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

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Detection of Breast Cancer with Mammography: Effect of an Artificial Intelligence Support System.

Purpose To compare breast cancer detection performance of radiologists reading mammographic examinat...

Nov 2018 30457482
Automated classification of benign and malignant lesions in F-NaF PET/CT images using machine learning.

PURPOSE: F-NaF PET/CT imaging of bone metastases is confounded by tracer uptake in benign diseases, ...

Nov 2018 30457118
A dataset of clinically generated visual questions and answers about radiology images.

Radiology images are an essential part of clinical decision making and population screening, e.g., f...

Nov 2018 30457565
Guideline-based learning for standard plane extraction in 3-D echocardiography.

The extraction of six standard planes in 3-D cardiac ultrasound plays an important role in clinical ...

Nov 2018 30840749
Robotically assisted long bone biopsy under MRI: cadaver study results.

RATIONALE AND OBJECTIVES: We have designed and constructed an MR-safe robot made entirely of nonmeta...

Nov 2018 30456451
Resource-Efficient Pet Dog Sound Events Classification Using LSTM-FCN Based on Time-Series Data.

The use of IoT (Internet of Things) technology for the management of pet dogs left alone at home is ...

Nov 2018 30453674
Vitamin D in the ICU: More sun for critically ill adult patients?

Critical illness in patients is characterized by systemic inflammation and oxidative stress. Vitamin...

Nov 2018 30731421
Preliminary study on alginate/NIPAM hydrogel-based soft microrobot for controlled drug delivery using electromagnetic actuation and near-infrared stimulus.

Currently, microrobots are receiving attention because of their small size and motility, which can b...

Nov 2018 30535774
Robot-assisted percutaneous placement of K-wires during minimally invasive interventions of the spine.

To assess the accuracy and time requirements of image-guided percutaneous K-wire insertion in the s...

Nov 2018 30428741
Motion artifact recognition and quantification in coronary CT angiography using convolutional neural networks.

Excellent image quality is a primary prerequisite for diagnostic non-invasive coronary CT angiograph...

Nov 2018 30471464
Enhanced Point-of-Care Ultrasound Applications by Integrating Automated Feature-Learning Systems Using Deep Learning.

Recent applications of artificial intelligence (AI) and deep learning (DL) in health care include en...

Nov 2018 30426536
Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks.

The findings of splenomegaly, abnormal enlargement of the spleen, is a non-invasive clinical biomark...

Nov 2018 30442602
Radiomic versus Convolutional Neural Networks Analysis for Classification of Contrast-enhancing Lesions at Multiparametric Breast MRI.

Purpose To compare the diagnostic performance of radiomic analysis (RA) and a convolutional neural n...

Nov 2018 30422086
Multi-level features combined end-to-end learning for automated pathological grading of breast cancer on digital mammograms.

We propose to discriminate the pathological grades directly on digital mammograms instead of patholo...

Nov 2018 30504094
A machine learning approach for distinguishing uterine sarcoma from leiomyomas based on perfusion weighted MRI parameters.

PURPOSE: To propose a computer-assisted method for distinguishing uterine sarcoma from leiomyomas ba...

Nov 2018 30599861
Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation.

BACKGROUND: Invasive fractional flow reserve (FFR) is a standard tool for identifying ischemia-produ...

Nov 2018 30422987
Influence of Artificial Intelligence on Canadian Medical Students' Preference for Radiology Specialty: ANational Survey Study.

RATIONALE AND OBJECTIVES: Artificial intelligence (AI) has the potential to transform the clinical p...

Nov 2018 30424998
Antithrombotic Management during Percutaneous Mitral Valve Repair with the Mitraclip System in a Patient with Heparin-Induced Thrombocytopenia.

Interventional cardiology procedures require full anticoagulation to prevent thrombus formation on c...

Nov 2018 31249965
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