AIMC Journal:
European radiology
Showing 401 to 410 of 621 articles
Accelerate gas diffusion-weighted MRI for lung morphometry with deep learning.
European radiology
Jul 13, 2021
OBJECTIVES: Multiple b-value gas diffusion-weighted MRI (DW-MRI) enables non-invasive and quantitative assessment of lung morphometry, but its long acquisition time is not well-tolerated by patients. We aimed to accelerate multiple b-value gas DW-MRI...
Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach.
European radiology
Jun 25, 2021
OBJECTIVES: To develop and validate a deep learning-based algorithm for segmenting and quantifying the physiological and diseased aorta in computed tomography angiographies.
Deep learning image reconstruction algorithm for pancreatic protocol dual-energy computed tomography: image quality and quantification of iodine concentration.
European radiology
Jun 15, 2021
OBJECTIVES: To evaluate the image quality and iodine concentration (IC) measurements in pancreatic protocol dual-energy computed tomography (DECT) reconstructed using deep learning image reconstruction (DLIR) and compare them with those of images rec...
AI-based improvement in lung cancer detection on chest radiographs: results of a multi-reader study in NLST dataset.
European radiology
Jun 4, 2021
OBJECTIVE: Assess if deep learning-based artificial intelligence (AI) algorithm improves reader performance for lung cancer detection on chest X-rays (CXRs).
Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions.
European radiology
May 21, 2021
OBJECTIVES: We aimed to assess the performance of radiomics and machine learning (ML) for classification of non-cystic benign and malignant breast lesions on ultrasound images, compare ML's accuracy with that of a breast radiologist, and verify if th...
Delayed brain development of Rolandic epilepsy profiled by deep learning-based neuroanatomic imaging.
European radiology
May 20, 2021
OBJECTIVES: Although Rolandic epilepsy (RE) has been regarded as a brain developmental disorder, neuroimaging studies have not yet ascertained whether RE has brain developmental delay. This study employed deep learning-based neuroanatomic biomarker t...
Liver fibrosis staging by deep learning: a visual-based explanation of diagnostic decisions of the model.
European radiology
May 20, 2021
OBJECTIVES: Deep learning has been proven to be able to stage liver fibrosis based on contrast-enhanced CT images. However, until now, the algorithm is used as a black box and lacks transparency. This study aimed to provide a visual-based explanation...
Evaluating subscapularis tendon tears on axillary lateral radiographs using deep learning.
European radiology
May 20, 2021
OBJECTIVE: To develop a deep learning algorithm capable of evaluating subscapularis tendon (SSC) tears based on axillary lateral shoulder radiography.
Radiomics and deep learning methods in expanding the use of screening breast MRI.
European radiology
May 20, 2021
• The use of screening breast MRI is expanding beyond high-risk women to include intermediate- and average-risk women.• The study by Pötsch et al uses a radiomics-based method to decrease the number of benign biopsies while maintaining high sensitivi...
Automatic pulmonary vessel segmentation on noncontrast chest CT: deep learning algorithm developed using spatiotemporally matched virtual noncontrast images and low-keV contrast-enhanced vessel maps.
European radiology
May 19, 2021
OBJECTIVES: To develop a deep learning-based pulmonary vessel segmentation algorithm (DLVS) from noncontrast chest CT and to investigate its clinical implications in assessing vascular remodeling of chronic obstructive lung disease (COPD) patients.
Don't Miss the Future of Medicine
Join thousands of healthcare professionals staying informed about the latest AI breakthroughs in medicine. Get curated insights delivered to your inbox.
Subscribe NowPopular Topics
- Machine Learning 30117
- Neural Networks, Computer 29275
- Algorithms 26261
- Deep Learning 25778
- Artificial Intelligence 23809
- Robotics 13262
- Image Processing, Computer-Assisted 9272
- Retrospective Studies 8830
- Magnetic Resonance Imaging 5973
- Reproducibility of Results 5497
- Tomography, X-Ray Computed 4620
- Support Vector Machine 4604
- Computational Biology 4124
- Brain 3918
- Computer Simulation 3823
Popular Journals
- Scientific reports 5092
- Sensors (Basel, Switzerland) 4729
- PloS one 3864
- Neural networks : the official journal of the International Neural Network Society 2842
- Computational intelligence and neuroscience 1931
- Computers in biology and medicine 1779
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 1686
- Studies in health technology and informatics 1224
- IEEE journal of biomedical and health informatics 1081
- Journal of chemical information and modeling 934
- Nature communications 854
- Briefings in bioinformatics 849
- Bioinformatics (Oxford, England) 847
- Computer methods and programs in biomedicine 844
- IEEE transactions on neural networks and learning systems 780