Radiology

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

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Geometric deep learning on brain shape predicts sex and age.

The complex relationship between the shape and function of the human brain remains elusive despite e...

May 2021 34082280
Epileptic Seizures Detection Using Deep Learning Techniques: A Review.

A variety of screening approaches have been proposed to diagnose epileptic seizures, using electroen...

May 2021 34072232
Deep unregistered multi-contrast MRI reconstruction.

Multiple magnetic resonance images of different contrasts are normally acquired for clinical diagnos...

May 2021 34051290
Automatic Hyoid Bone Tracking in Real-Time Ultrasound Swallowing Videos Using Deep Learning Based and Correlation Filter Based Trackers.

(1) Background: Ultrasound provides a radiation-free and portable method for assessing swallowing. H...

May 2021 34073586
Cortical Thickness from MRI to Predict Conversion from Mild Cognitive Impairment to Dementia in Parkinson Disease: A Machine Learning-based Model.

Background Group comparison results associating cortical thinning and Parkinson disease (PD) dementi...

May 2021 34032515
Mini-COVIDNet: Efficient Lightweight Deep Neural Network for Ultrasound Based Point-of-Care Detection of COVID-19.

Lung ultrasound (US) imaging has the potential to be an effective point-of-care test for detection o...

May 2021 33755565
CALIBRATIONLESS MRI RECONSTRUCTION WITH A PLUG-IN DENOISER.

Magnetic Resonance Imaging (MRI) is a noninvasive imaging technique that provides excellent soft-tis...

May 2021 35211244
Robot-Assisted Stereotactic Shunting as a Novel Treatment for Pontine Glioependymal Cysts.

In this case report, the authors describe the first case of a glioependymal cyst of the brainstem ma...

May 2021 34030189
Using deep learning convolutional neural networks to automatically perform cerebral aqueduct CSF flow analysis.

Since the development of phase-contrast magnetic resonance imaging (PC-MRI), quantification of cereb...

May 2021 34275582
A deep learning-based model for characterization of atherosclerotic plaque in coronary arteries using optical coherence tomography  images.

PURPOSE: Coronary artery events are mainly associated with atherosclerosis in adult population, whic...

May 2021 33914917
Predicting optimal deep brain stimulation parameters for Parkinson's disease using functional MRI and machine learning.

Commonly used for Parkinson's disease (PD), deep brain stimulation (DBS) produces marked clinical be...

May 2021 34031407
Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions.

OBJECTIVES: We aimed to assess the performance of radiomics and machine learning (ML) for classifica...

May 2021 34018057
An interpretable machine learning prognostic system for locoregionally advanced nasopharyngeal carcinoma based on tumor burden features.

OBJECTIVES: We aimed to build a survival system by combining a highly-accurate machine learning (ML)...

May 2021 34023742
A Review of Applications of Machine Learning in Mammography and Future Challenges.

BACKGROUND: The aim of this study is to systematically review the literature to summarize the eviden...

May 2021 34023831
Deep Learning in Biomedical Optics.

This article reviews deep learning applications in biomedical optics with a particular emphasis on i...

May 2021 34015146
Segmenting lung lesions of COVID-19 from CT images via pyramid pooling improved Unet.

Segmenting lesion regions of Coronavirus Disease 2019 (COVID-19) from computed tomography (CT) image...

May 2021 33979791
A real-time anatomy ıdentification via tool based on artificial ıntelligence for ultrasound-guided peripheral nerve block procedures: an accuracy study.

We aimed to assess the accuracy of an artificial intelligence (AI)-based real-time anatomy identific...

May 2021 34008072
Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives.

Over the last years, technological innovation in Radiotherapy (RT) led to the introduction of Magnet...

May 2021 34022660
Multi-Features-Based Automated Breast Tumor Diagnosis Using Ultrasound Image and Support Vector Machine.

Breast ultrasound examination is a routine, fast, and safe method for clinical diagnosis of breast t...

May 2021 34113378
Automatic Detection of Thyroid and Adrenal Incidentals Using Radiology Reports and Deep Learning.

BACKGROUND: Computed tomography (CT) is commonly performed when evaluating trauma patients with up t...

May 2021 34020097
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