Radiology

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

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Deep Learning-Based Artificial Intelligence for Mammography.

During the past decade, researchers have investigated the use of computer-aided mammography interpre...

May 2021 33987993
Deep Learning for Fully Automated Prediction of Overall Survival in Patients with Oropharyngeal Cancer Using FDG-PET Imaging.

PURPOSE: Accurate prognostic stratification of patients with oropharyngeal squamous cell carcinoma (...

May 2021 33947697
AI-based Strategies to Reduce Workload in Breast Cancer Screening with Mammography and Tomosynthesis: A Retrospective Evaluation.

Background The workflow of breast cancer screening programs could be improved given the high workloa...

May 2021 33944627
Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems.

Ongoing research efforts have been examining how to utilize artificial intelligence technology to he...

May 2021 33948743
White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds.

White matter hyperintensities (WMHs) are abnormal signals within the white matter region on the huma...

May 2021 33957235
Wireless MRI-Powered Reversible Orientation-Locking Capsule Robot.

Magnetic resonance imaging (MRI) scanners do not provide only high-resolution medical imaging but al...

May 2021 35478933
Assessing the rate of aging to monitor aging itself.

Healthy aging is the prime goal of aging research and interventions. Healthy aging or not can be qua...

Apr 2021 33940202
SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation.

In clinics, the information about the appearance and location of brain tumors is essential to assist...

Apr 2021 33534704
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy.

Ultrasound Localization Microscopy (ULM) can resolve the microvascular bed down to a few micrometers...

Apr 2021 33534705
Multitask fMRI and machine learning approach improve prediction of differential brain activity pattern in patients with insomnia disorder.

We investigated the differential spatial covariance pattern of blood oxygen level-dependent (BOLD) r...

Apr 2021 33931676
A generic deep learning model for reduced gadolinium dose in contrast-enhanced brain MRI.

PURPOSE: With rising safety concerns over the use of gadolinium-based contrast agents (GBCAs) in con...

Apr 2021 33914965
Internet of medical things embedding deep learning with data augmentation for mammogram density classification.

Females are approximately half of the total population worldwide, and most of them are victims of br...

Apr 2021 33908111
Automated Segmentation of the Median Nerve in the Carpal Tunnel using U-Net.

Nerve area and motion in carpal tunnel syndrome (CTS) are currently under investigation in terms of ...

Apr 2021 33931286
Independent real-world application of a clinical-grade automated prostate cancer detection system.

Artificial intelligence (AI)-based systems applied to histopathology whole-slide images have the pot...

Apr 2021 33904171
A deep learning approach for 2D ultrasound and 3D CT/MR image registration in liver tumor ablation.

BACKGROUND AND OBJECTIVE: Liver tumor ablation is often guided by ultrasound (US). Due to poor image...

Apr 2021 34022696
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time.

Treatment of acute ischemic strokes (AIS) is largely contingent upon the time since stroke onset (TS...

Apr 2021 33934065
Machine Learning with F-Sodium Fluoride PET and Quantitative Plaque Analysis on CT Angiography for the Future Risk of Myocardial Infarction.

Coronary F-sodium fluoride (F-NaF) PET and CT angiography-based quantitative plaque analysis have sh...

Apr 2021 33893193
3D MRI Reconstruction Based on 2D Generative Adversarial Network Super-Resolution.

The diagnosis of brain pathologies usually involves imaging to analyze the condition of the brain. M...

Apr 2021 33922811
Multi-input deep learning approach for Cardiovascular Disease diagnosis using Myocardial Perfusion Imaging and clinical data.

PURPOSE: Accurate detection and treatment of Coronary Artery Disease is mainly based on invasive Cor...

Apr 2021 33901861
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