Radiology

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

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Deep learning-based multi-modal computing with feature disentanglement for MRI image synthesis.

PURPOSE: Different Magnetic resonance imaging (MRI) modalities of the same anatomical structure are ...

Jun 2021 33959965
COVID-19 pneumonia on chest X-rays: Performance of a deep learning-based computer-aided detection system.

Chest X-rays (CXRs) can help triage for Coronavirus disease (COVID-19) patients in resource-constrai...

Jun 2021 34097708
Weakly Supervised Deep Learning Approach to Breast MRI Assessment.

RATIONALE AND OBJECTIVES: To evaluate a weakly supervised deep learning approach to breast Magnetic ...

Jun 2021 34108114
Detecting acute bilirubin encephalopathy in neonates based on multimodal MRI with deep learning.

BACKGROUND: Differentiating acute bilirubin encephalopathy (ABE) from non-ABE in neonates with hyper...

Jun 2021 34091603
Streamlined magnetic resonance fingerprinting: Fast whole-brain coverage with deep-learning based parameter estimation.

Magnetic resonance fingerprinting (MRF) is a quantitative MRI (qMRI) framework that provides simulta...

Jun 2021 34091035
Deep learning for diagnosing osteonecrosis of the femoral head based on magnetic resonance imaging.

BACKGROUND AND OBJECTIVE: Early-stage osteonecrosis of the femoral head (ONFH) can be difficult to d...

Jun 2021 34153870
Automatic cortical target point localisation in MRI for transcranial magnetic stimulation via a multi-resolution convolutional neural network.

PURPOSE: Transcranial magnetic stimulation (TMS) is a growing therapy for a variety of psychiatric a...

Jun 2021 34089439
DBAN: Adversarial Network With Multi-Scale Features for Cardiac MRI Segmentation.

With the development of medical artificial intelligence, automatic magnetic resonance image (MRI) se...

Jun 2021 33006934
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method.

Chest computed tomography (CT) image data is necessary for early diagnosis, treatment, and prognosis...

Jun 2021 33739926
Knowledge-Powered Deep Breast Tumor Classification With Multiple Medical Reports.

Breast tumor classification with multiple medical reports such as B-ultrasound, Mammography (X-ray) ...

Jun 2021 31765318
MRI Based Radiomics Approach With Deep Learning for Prediction of Vessel Invasion in Early-Stage Cervical Cancer.

This article aims to build deep learning-based radiomic methods in differentiating vessel invasion f...

Jun 2021 31905143
Predicting the Prognosis of MCI Patients Using Longitudinal MRI Data.

The aim of this study is to develop a computer-aided diagnosis system with a deep-learning approach ...

Jun 2021 32813661
Automatic brain tumour diagnostic method based on a back propagation neural network and an extended set-membership filter.

BACKGROUND: Diagnosing brain tumours remains a challenging task in clinical practice. Despite their ...

Jun 2021 34229998
Recognition of Thyroid Ultrasound Standard Plane Images Based on Residual Network.

Ultrasound is one of the critical methods for diagnosis and treatment in thyroid examination. In cli...

Jun 2021 34188673
Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT.

Training convolutional neural networks (CNNs) for segmentation of pulmonary airway, artery, and vein...

Jun 2021 33635786
Ultrasensitive biosensing platform based on luminescence quenching ability of fullerenol quantum dots.

An ultrasensitive biosensing platform for DNA and ochratoxin A (OTA) detection is constructed based ...

Jun 2021 35479209
Clinical characteristics and oncological outcomes in negative multiparametric MRI patients undergoing robot-assisted radical prostatectomy.

BACKGROUND: Efforts are ongoing to try and find ways to reduce the number of unnecessary prostate bi...

May 2021 34057211
Searching collaborative agents for multi-plane localization in 3D ultrasound.

3D ultrasound (US) has become prevalent due to its rich spatial and diagnostic information not conta...

May 2021 34144345
Joint Detection of Tap and CEA Based on Deep Learning Medical Image Segmentation: Risk Prediction of Thyroid Cancer.

In recent years, the incidence of thyroid nodules has shown an increasing trend year by year and has...

May 2021 34158913
Deep Learning Improves the Temporal Reproducibility of Aortic Measurement.

Imaging-based measurements form the basis of surgical decision making in patients with aortic aneury...

May 2021 34047906
The current and future roles of artificial intelligence in pediatric radiology.

Artificial intelligence (AI) is a broad and complicated concept that has begun to affect many areas ...

May 2021 34046708
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