AIMC Topic: Diagnostic Imaging

Clear Filters Showing 701 to 710 of 978 articles

Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework.

Scientific reports May 10, 2017
Precision medicine approaches rely on obtaining precise knowledge of the true state of health of an individual patient, which results from a combination of their genetic risks and environmental exposures. This approach is currently limited by the lac...
Area Under Curve Diagnostic Imaging ROC Curve Image Processing, Computer-Assisted Kaplan-Meier Estimate Mortality Longevity Radiology Task Performance and Analysis Tomography, X-Ray Computed Phenotype Reproducibility of Results Humans Precision Medicine Risk Factors Deep Learning
View on PubMed DOI

Machine Learning Applications in Medical Image Analysis.

Computational and mathematical methods in medicine Apr 13, 2017
Humans Machine Learning Image Processing, Computer-Assisted Algorithms Diagnostic Imaging
View on PubMed DOI

Immunological Approach for Full NURBS Reconstruction of Outline Curves from Noisy Data Points in Medical Imaging.

IEEE/ACM transactions on computational biology and bioinformatics Mar 28, 2017
Curve reconstruction from data points is an important issue for advanced medical imaging techniques, such as computer tomography (CT) and magnetic resonance imaging (MRI). The most powerful fitting functions for this purpose are the NURBS (non-unifor...
Models, Immunological Image Processing, Computer-Assisted Diagnostic Imaging Humans Artificial Intelligence Algorithms Brain
View on PubMed DOI

Deep Learning in Medical Image Analysis.

Annual review of biomedical engineering Mar 9, 2017
This review covers computer-assisted analysis of images in the field of medical imaging. Recent advances in machine learning, especially with regard to deep learning, are helping to identify, classify, and quantify patterns in medical images. At the ...
Neural Networks, Computer Diagnostic Imaging Image Interpretation, Computer-Assisted Pattern Recognition, Automated Algorithms Unsupervised Machine Learning Image Enhancement
View on PubMed DOI

Machine Learning for Medical Imaging.

Radiographics : a review publication of the Radiological Society of North America, Inc Feb 17, 2017
Machine learning is a technique for recognizing patterns that can be applied to medical images. Although it is a powerful tool that can help in rendering medical diagnoses, it can be misapplied. Machine learning typically begins with the machine lear...
Diagnostic Imaging Image Interpretation, Computer-Assisted Machine Learning Algorithms Humans
View on PubMed DOI

Image Classification Using Biomimetic Pattern Recognition with Convolutional Neural Networks Features.

Computational intelligence and neuroscience Feb 16, 2017
As a typical deep-learning model, Convolutional Neural Networks (CNNs) can be exploited to automatically extract features from images using the hierarchical structure inspired by mammalian visual system. For image classification tasks, traditional CN...
Diagnostic Imaging Biomimetics Pattern Recognition, Automated Animals Image Processing, Computer-Assisted Humans Neural Networks, Computer
View on PubMed DOI

Extreme learning machine based optimal embedding location finder for image steganography.

PloS one Feb 14, 2017
In image steganography, determining the optimum location for embedding the secret message precisely with minimum distortion of the host medium remains a challenging issue. Yet, an effective approach for the selection of the best embedding location wi...
Machine Learning Humans Diagnostic Imaging Models, Theoretical Image Processing, Computer-Assisted
View on PubMed DOI

A novel end-to-end classifier using domain transferred deep convolutional neural networks for biomedical images.

Computer methods and programs in biomedicine Jan 6, 2017
BACKGROUND AND OBJECTIVES: Highly accurate classification of biomedical images is an essential task in the clinical diagnosis of numerous medical diseases identified from those images. Traditional image classification methods combined with hand-craft...
Neural Networks, Computer Diagnostic Imaging Machine Learning Models, Theoretical
View on PubMed DOI

[Not Available].

RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin Dec 29, 2016
Translational Research, Biomedical Artificial Intelligence Printing, Three-Dimensional Bioprinting Decision Support Systems, Clinical Diagnostic Imaging
View on PubMed DOI

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification.

IEEE journal of biomedical and health informatics Dec 5, 2016
The availability of medical imaging data from clinical archives, research literature, and clinical manuals, coupled with recent advances in computer vision offer the opportunity for image-based diagnosis, teaching, and biomedical research. However, t...
Image Processing, Computer-Assisted Machine Learning Diagnostic Imaging Humans Electronic Health Records Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals