AIMC Topic: Diagnostic Imaging

Clear Filters Showing 681 to 690 of 978 articles

Translational Radiomics: Defining the Strategy Pipeline and Considerations for Application-Part 1: From Methodology to Clinical Implementation.

Journal of the American College of Radiology : JACR Feb 1, 2018
Enterprise imaging has channeled various technological innovations to the field of clinical radiology, ranging from advanced imaging equipment and postacquisition iterative reconstruction tools to image analysis and computer-aided detection tools. Mo...
Radiology Translational Research, Biomedical Humans Machine Learning Precision Medicine Diagnostic Imaging
View on PubMed DOI

Translational Radiomics: Defining the Strategy Pipeline and Considerations for Application-Part 2: From Clinical Implementation to Enterprise.

Journal of the American College of Radiology : JACR Feb 1, 2018
Enterprise imaging has channeled various technological innovations to the field of clinical radiology, ranging from advanced imaging equipment and postacquisition iterative reconstruction tools to image analysis and computer-aided detection tools. Mo...
Translational Research, Biomedical Humans Machine Learning Diffusion of Innovation Decision Making Precision Medicine Image Interpretation, Computer-Assisted Diagnostic Imaging Radiology
View on PubMed DOI

The rise of deep learning in drug discovery.

Drug discovery today Jan 31, 2018
Over the past decade, deep learning has achieved remarkable success in various artificial intelligence research areas. Evolved from the previous research on artificial neural networks, this technology has shown superior performance to other machine l...
Drug Discovery Diagnostic Imaging Datasets as Topic Neural Networks, Computer Machine Learning
View on PubMed DOI

NiftyNet: a deep-learning platform for medical imaging.

Computer methods and programs in biomedicine Jan 31, 2018
BACKGROUND AND OBJECTIVES: Medical image analysis and computer-assisted intervention problems are increasingly being addressed with deep-learning-based solutions. Established deep-learning platforms are flexible but do not provide specific functional...
Diagnostic Imaging Abdomen Magnetic Resonance Imaging Machine Learning Databases, Factual Brain Computer Simulation Humans Ultrasonography Neural Networks, Computer Image Processing, Computer-Assisted
View on PubMed DOI

Machine learning in cardiovascular medicine: are we there yet?

Heart (British Cardiac Society) Jan 19, 2018
Artificial intelligence (AI) broadly refers to analytical algorithms that iteratively learn from data, allowing computers to find hidden insights without being explicitly programmed where to look. These include a family of operations encompassing sev...
Genetic Predisposition to Disease Causality Diagnostic Imaging Big Data Genomics Cardiology Registries Datasets as Topic Clinical Trials as Topic Humans Machine Learning Phenotype
View on PubMed DOI

Methodologic Guide for Evaluating Clinical Performance and Effect of Artificial Intelligence Technology for Medical Diagnosis and Prediction.

Radiology Jan 8, 2018
The use of artificial intelligence in medicine is currently an issue of great interest, especially with regard to the diagnostic or predictive analysis of medical images. Adoption of an artificial intelligence tool in clinical practice requires caref...
Humans Neural Networks, Computer Image Interpretation, Computer-Assisted Data Interpretation, Statistical Terminology as Topic Diagnostic Imaging Technology Assessment, Biomedical Artificial Intelligence Predictive Value of Tests
View on PubMed DOI

Multiscale High-Level Feature Fusion for Histopathological Image Classification.

Computational and mathematical methods in medicine Dec 31, 2017
Histopathological image classification is one of the most important steps for disease diagnosis. We proposed a method for multiclass histopathological image classification based on deep convolutional neural network referred to as coding network. It c...
Neural Networks, Computer Image Processing, Computer-Assisted Machine Learning Models, Statistical Diagnosis, Computer-Assisted Principal Component Analysis Area Under Curve Software ROC Curve Diagnostic Imaging Algorithms False Positive Reactions Reproducibility of Results
View on PubMed DOI

A mixed-scale dense convolutional neural network for image analysis.

Proceedings of the National Academy of Sciences of the United States of America Dec 26, 2017
Deep convolutional neural networks have been successfully applied to many image-processing problems in recent works. Popular network architectures often add additional operations and connections to the standard architecture to enable training deeper ...
Diagnostic Imaging Algorithms Neural Networks, Computer Computer Simulation Machine Learning Models, Theoretical
View on PubMed DOI

Computational Intelligence for Medical Imaging Simulations.

Journal of medical systems Nov 25, 2017
This paper describes how to simulate medical imaging by computational intelligence to explore areas that cannot be easily achieved by traditional ways, including genes and proteins simulations related to cancer development and immunity. This paper ha...
Models, Immunological Proteins Diagnostic Imaging Models, Biological Computer Simulation Models, Genetic Humans Artificial Intelligence Algorithms
View on PubMed DOI

Automatic diagnosis of imbalanced ophthalmic images using a cost-sensitive deep convolutional neural network.

Biomedical engineering online Nov 21, 2017
BACKGROUND: Ocular images play an essential role in ophthalmological diagnoses. Having an imbalanced dataset is an inevitable issue in automated ocular diseases diagnosis; the scarcity of positive samples always tends to result in the misdiagnosis of...
Neural Networks, Computer Software Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Diagnostic Imaging Automation Cost-Benefit Analysis Eye Diseases
View on PubMed DOI
Popular Topics
Recent Journals