Radiology

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

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Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN).

The real cause of breast cancer is very challenging to determine and therefore early detection of th...

Aug 2021 34437623
Deep Learning for Intelligent Recognition and Prediction of Endometrial Cancer.

The aim of the study was to investigate the intelligent recognition of radiomics based on the convol...

Aug 2021 34484650
Artificial intelligence-enhanced echocardiography in the emergency department.

A focused cardiac ultrasound performed by an emergency physician is becoming part of the standard as...

Aug 2021 34431225
A survey of computer-aided diagnosis of lung nodules from CT scans using deep learning.

Lung cancer has one of the highest mortalities of all cancers. According to the National Lung Screen...

Aug 2021 34461501
DeepAtrophy: Teaching a neural network to detect progressive changes in longitudinal MRI of the hippocampal region in Alzheimer's disease.

Measures of change in hippocampal volume derived from longitudinal MRI are a well-studied biomarker ...

Aug 2021 34450261
A real-world demonstration of machine learning generalizability in the detection of intracranial hemorrhage on head computerized tomography.

Machine learning (ML) holds great promise in transforming healthcare. While published studies have s...

Aug 2021 34426587
Molecular subtyping of diffuse gliomas using magnetic resonance imaging: comparison and correlation between radiomics and deep learning.

OBJECTIVES: The molecular subtyping of diffuse gliomas is important. The aim of this study was to es...

Aug 2021 34417848
Assessment of Axillary Lymph Nodes for Metastasis on Ultrasound Using Artificial Intelligence.

The purpose of this study was to evaluate an artificial intelligence (AI) system for the classificat...

Aug 2021 34416827
Layered deep learning for automatic mandibular segmentation in cone-beam computed tomography.

OBJECTIVE: To develop and validate a layered deep learning algorithm which automatically creates thr...

Aug 2021 34425172
Artificial intelligence in echocardiography: detection, functional evaluation, and disease diagnosis.

Ultrasound is one of the most important examinations for clinical diagnosis of cardiovascular diseas...

Aug 2021 34416899
Deep Learning-Based Algorithm for the Detection and Characterization of MRI Safety of Cardiac Implantable Electronic Devices on Chest Radiographs.

OBJECTIVE: With the recent development of various MRI-conditional cardiac implantable electronic dev...

Aug 2021 34431249
Autonomic Robotic Ultrasound Imaging System Based on Reinforcement Learning.

OBJECTIVE: In this paper, we introduce an autonomous robotic ultrasound (US) imaging system based on...

Aug 2021 33497322
Efficient, high-performance semantic segmentation using multi-scale feature extraction.

The success of deep learning in recent years has arguably been driven by the availability of large d...

Aug 2021 34411138
Improving cerebral microvascular image quality of optical coherence tomography angiography with deep learning-based segmentation.

Optical coherence tomography angiography (OCTA) can map the microvascular networks of the cerebral c...

Aug 2021 34382744
MRI pulse sequence integration for deep-learning-based brain metastases segmentation.

PURPOSE: Magnetic resonance (MR) imaging is an essential diagnostic tool in clinical medicine. Recen...

Aug 2021 34405896
Artificial Intelligence Surgery: How Do We Get to Autonomous Actions in Surgery?

Most surgeons are skeptical as to the feasibility of autonomous actions in surgery. Interestingly, m...

Aug 2021 34450976
Robotics for neuroendovascular intervention: Background and primer.

The simultaneous growth of robotic-assisted surgery and telemedicine in recent years has only been a...

Aug 2021 34398721
Deep learning with convolutional neural network for estimation of the characterisation of coronary plaques: Validation using IB-IVUS.

INTRODUCTION: Deep learning approaches have shown high diagnostic performance in image classificatio...

Aug 2021 34404578
Analysis of maturation features in fetal brain ultrasound via artificial intelligence for the estimation of gestational age.

BACKGROUND: Optimal prenatal care relies on accurate gestational age dating. After the first trimest...

Aug 2021 34403820
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