Humans
Showing 69441 to 69450 of 95995 articles
Automatic labeling of molecular biomarkers of immunohistochemistry images using fully convolutional networks.
PloS one
Jan 19, 2018
This paper addresses the problem of quantifying biomarkers in multi-stained tissues based on the color and spatial information of microscopy images of the tissue. A deep learning-based method that can automatically localize and quantify the regions e...
The Sustainable Development Assessment of Reservoir Resettlement Based on a BP Neural Network.
International journal of environmental research and public health
Jan 18, 2018
Resettlement affects not only the resettlers' production activities and life but also, directly or indirectly, the normal operation of power stations, the sustainable development of the resettlers, and regional social stability. Therefore, a scientif...
Generating Quantitative Cell Identity Labels with Marker Enrichment Modeling (MEM).
Current protocols in cytometry
Jan 18, 2018
Multiplexed single-cell experimental techniques like mass cytometry measure 40 or more features and enable deep characterization of well-known and novel cell populations. However, traditional data analysis techniques rely extensively on human experts...
Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises.
IEEE transactions on pattern analysis and machine intelligence
Jan 17, 2018
Discriminative methods commonly produce models with relatively good generalization abilities. However, this advantage is challenged in real-world applications (e.g., medical image analysis problems), in which there often exist outlier data points (sa...
Left Atrial Appendage Segmentation Using Fully Convolutional Neural Networks and Modified Three-Dimensional Conditional Random Fields.
IEEE journal of biomedical and health informatics
Jan 17, 2018
Thrombosis has become a global disease threatening human health. The left atrial appendage (LAA) is a major source of thrombosis in patients with atrial fibrillation (AF). Positive correlation exists between LAA volume and AF risk. LAA morphology has...
On the Generalization Ability of Online Gradient Descent Algorithm Under the Quadratic Growth Condition.
IEEE transactions on neural networks and learning systems
Jan 17, 2018
Online learning has been successfully applied in various machine learning problems. Conventional analysis of online learning achieves a sharp generalization bound with a strongly convex assumption. In this paper, we study the generalization ability o...
(1)
ν-net: Deep Learning for Generalized Biventricular Mass and Function Parameters Using Multicenter Cardiac MRI Data.
JACC. Cardiovascular imaging
Jan 17, 2018
(1)
Characterization of Adrenal Lesions on Unenhanced MRI Using Texture Analysis: A Machine-Learning Approach.
Journal of magnetic resonance imaging : JMRI
Jan 17, 2018
BACKGROUND: Adrenal adenomas (AA) are the most common benign adrenal lesions, often characterized based on intralesional fat content as either lipid-rich (LRA) or lipid-poor (LPA). The differentiation of AA, particularly LPA, from nonadenoma adrenal ...
Humans
Female
Reproducibility of Results
Aged
Machine Learning
Algorithms
Retrospective Studies
Adrenal Glands
Image Interpretation, Computer-Assisted
Pattern Recognition, Automated
Image Processing, Computer-Assisted
Contrast Media
Magnetic Resonance Imaging
Lipids
Adenoma
Adrenal Gland Neoplasms
Male
Middle Aged
Adolescent
Young Adult
Adult
Brain maps 4.0-Structure of the rat brain: An open access atlas with global nervous system nomenclature ontology and flatmaps.
The Journal of comparative neurology
Jan 17, 2018
The fourth edition (following editions in 1992, 1998, 2004) of Brain maps: structure of the rat brain is presented here as an open access internet resource for the neuroscience community. One new feature is a set of 10 hierarchical nomenclature table...
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 32655
- Neural Networks, Computer 30545
- Algorithms 27797
- Deep Learning 27357
- Artificial Intelligence 25287
- Robotics 13443
- Image Processing, Computer-Assisted 9910
- Retrospective Studies 9561
- Magnetic Resonance Imaging 6493
- Reproducibility of Results 5753
- Tomography, X-Ray Computed 4970
- Support Vector Machine 4827
- Computational Biology 4407
- Brain 4196
- Computer Simulation 3970
Recent Journals
- Scientific reports 9611
- PloS one 4878
- Sensors (Basel, Switzerland) 4794
- Neural networks : the official journal of the International Neural Network Society 3053
- Computers in biology and medicine 2084
- Computational intelligence and neuroscience 1931
- 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 1395
- Nature communications 1331
- IEEE journal of biomedical and health informatics 1311
- Journal of chemical information and modeling 1280
- Journal of medical Internet research 1009
- IEEE transactions on neural networks and learning systems 927
- Bioinformatics (Oxford, England) 911
- Computer methods and programs in biomedicine 896