Radiology

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

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Pilot Study of Robot-Assisted Teleultrasound Based on 5G Network: A New Feasible Strategy for Early Imaging Assessment During COVID-19 Pandemic.

Early diagnosis is critical for the prevention and control of the coronavirus disease 2019 (COVID-19...

Sep 2020 32881685
Transcranial MR Imaging-Guided Focused Ultrasound Interventions Using Deep Learning Synthesized CT.

BACKGROUND AND PURPOSE: Transcranial MR imaging-guided focused ultrasound is a promising novel techn...

Sep 2020 32883668
Identifying normal mammograms in a large screening population using artificial intelligence.

OBJECTIVES: To evaluate the potential of artificial intelligence (AI) to identify normal mammograms ...

Sep 2020 32876835
Multi-Responsive Bottlebrush-Like Unimolecules Self-Assembled Nano-Riceball for Synergistic Sono-Chemotherapy.

Improved drug loading content, bioavailability, and controlled release in targeted tissue have been ...

Sep 2020 34927821
Active Learning Plus Deep Learning Can Establish Cost-Effective and Robust Model for Multichannel Image: A Case on Hyperspectral Image Classification.

Relying on large scale labeled datasets, deep learning has achieved good performance in image classi...

Sep 2020 32887391
Rapid reconstruction of highly undersampled, non-Cartesian real-time cine k-space data using a perceptual complex neural network (PCNN).

Highly accelerated real-time cine MRI using compressed sensing (CS) is a promising approach to achie...

Sep 2020 32875668
Use of artificial intelligence in computed tomography dose optimisation.

The field of artificial intelligence (AI) is transforming almost every aspect of modern society, inc...

Sep 2020 32870019
Mammographic image classification with deep fusion learning.

To better address the recognition of abnormalities among mammographic images, in this study we apply...

Sep 2020 32873872
Computational Radiology in Breast Cancer Screening and Diagnosis Using Artificial Intelligence.

Breast cancer screening has been shown to significantly reduce mortality in women. The increased uti...

Aug 2020 32865001
Estimation of Ultrasound Echogenicity Map from B-Mode Images Using Convolutional Neural Network.

In ultrasound B-mode imaging, speckle noises decrease the accuracy of estimation of tissue echogenic...

Aug 2020 32878199
Deep learning segmentation of general interventional tools in two-dimensional ultrasound images.

PURPOSE: Many interventional procedures require the precise placement of needles or therapy applicat...

Aug 2020 32767411
Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review.

Radiation oncology for prostate cancer is important as it can decrease the morbidity and mortality a...

Aug 2020 32862251
Human thermal sensation over a mountainous area, revealed by the application of ANNs: the case of Ainos Mt., Kefalonia Island, Greece.

Mt. Ainos in Kefalonia Island, Greece, hosts a large variety of plant species, some of them endemic ...

Aug 2020 32857193
Current Status and Future Perspectives of Artificial Intelligence in Magnetic Resonance Breast Imaging.

Recent advances in artificial intelligence (AI) and deep learning (DL) have impacted many scientific...

Aug 2020 32934610
MR-Conditional Actuations: A Review.

Magnetic resonance imaging (MRI) is one of the most prevailing technologies to enable noninvasive an...

Aug 2020 32856179
Deep learning from dual-energy information for whole-heart segmentation in dual-energy and single-energy non-contrast-enhanced cardiac CT.

PURPOSE: Deep learning-based whole-heart segmentation in coronary computed tomography angiography (C...

Aug 2020 32786071
Improving depth-of-interaction resolution in pixellated PET detectors using neural networks.

Parallax error is a common issue in high-resolution preclinical positron emission tomography (PET) s...

Aug 2020 32570223
Pancreatic Cancer Imaging: A New Look at an Old Problem.

Computed tomography is the most commonly used imaging modality to detect and stage pancreatic cancer...

Aug 2020 32988674
Continuous Learning AI in Radiology: Implementation Principles and Early Applications.

Artificial intelligence (AI) is becoming increasingly present in radiology and health care. This exp...

Aug 2020 32840473
[Robot-controlled MRI-guided transrectal prostate biopsy, a promising technique].

At the so-called in-bore, MRI-guided prostate biopsy, the radiologist in the MRI suite manually dire...

Aug 2020 32940977
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