Radiology

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

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Deep learning-based motion tracking using ultrasound images.

PURPOSE: Ultrasound (US) imaging is an established imaging modality capable of offering video-rate v...

Nov 2021 34724712
Deep-learning image-reconstruction algorithm for dual-energy CT angiography with reduced iodine dose: preliminary results.

AIM: To evaluate the computed tomography (CT) attenuation values, background noise, arterial depicti...

Nov 2021 34782114
Generation of Vertebra Micro-CT-like Image from MDCT: A Deep-Learning-Based Image Enhancement Approach.

This paper proposes a deep-learning-based image enhancement approach that can generate high-resoluti...

Nov 2021 34842849
Quantitative imaging of apoptosis following oncolytic virotherapy by magnetic resonance fingerprinting aided by deep learning.

Non-invasive imaging methods for detecting intratumoural viral spread and host responses to oncolyti...

Nov 2021 34764440
A deep-learning method for generating synthetic kV-CT and improving tumor segmentation for helical tomotherapy of nasopharyngeal carcinoma.

Megavoltage computed tomography (MV-CT) is used for setup verification and adaptive radiotherapy in ...

Nov 2021 34700300
Tic Disorder of Children Analyzed and Diagnosed by Magnetic Resonance Imaging Features under Convolutional Neural Network.

This work aimed to explore the analysis and diagnosis of children with tic disorder by magnetic reso...

Nov 2021 34867117
Prospects for cardiovascular medicine using artificial intelligence.

As the importance of artificial intelligence (AI) in the clinical setting increases, the need for cl...

Nov 2021 34772574
Ultrasound deep learning for monitoring of flow-vessel dynamics in murine carotid artery.

Several arterial diseases are closely related with mechanical properties of the blood vessel and int...

Nov 2021 34826686
Automatic Forecasting of Radiology Examination Volume Trends for Optimal Resource Planning and Allocation.

The aim of the study was to evaluate the performance of the Prophet forecasting procedure, part of t...

Nov 2021 34755249
Diagnosis of Schizophrenia Based on Deep Learning Using fMRI.

Schizophrenia is a brain disease that frequently occurs in young people. Early diagnosis and treatme...

Nov 2021 34795793
The Application of Ultrasound Image in Cancer Diagnosis.

In order to solve the problem of low accuracy, high cost, and difficult detection of traditional alg...

Nov 2021 34795887
Detection of diabetes from whole-body MRI using deep learning.

Obesity is one of the main drivers of type 2 diabetes, but it is not uniformly associated with the d...

Nov 2021 34591793
Breast Cancer Diagnosis by Convolutional Neural Network and Advanced Thermal Exchange Optimization Algorithm.

A common gynecological disease in the world is breast cancer that early diagnosis of this disease ca...

Nov 2021 34790252
Multimodal MRI Analysis of Cervical Cancer on the Basis of Artificial Intelligence Algorithm.

The purpose of this study is to explore the application value of artificial intelligence algorithm i...

Nov 2021 34858113
Adaptive fuzzy deformable fusion and optimized CNN with ensemble classification for automated brain tumor diagnosis.

Automatic classification of brain tumor plays a vital role to speed up the treatment procedure, plan...

Nov 2021 35186359
Leveraging deep neural networks to improve numerical and perceptual image quality in low-dose preclinical PET imaging.

The amount of radiotracer injected into laboratory animals is still the most daunting challenge faci...

Nov 2021 34784505
Development and Validation of a Deep Learning Strategy for Automated View Classification of Pediatric Focused Assessment With Sonography for Trauma.

OBJECTIVE: Pediatric focused assessment with sonography for trauma (FAST) is a sequence of ultrasoun...

Nov 2021 34741469
Improving Sensitivity of Arterial Spin Labeling Perfusion MRI in Alzheimer's Disease Using Transfer Learning of Deep Learning-Based ASL Denoising.

BACKGROUND: Arterial spin labeling (ASL) perfusion magnetic resonance imaging (MRI) denoising throug...

Nov 2021 34741576
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