Humans

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Large-scale automated function prediction of protein sequences and an experimental case study validation on PTEN transcript variants.

Proteins Nov 29, 2017
Recent advances in computing power and machine learning empower functional annotation of protein sequences and their transcript variations. Here, we present an automated prediction system UniGOPred, for GO annotations and a database of GO term predic...
Humans Machine Learning Animals Models, Biological Gene Ontology Sequence Analysis, Protein PTEN Phosphohydrolase Transcriptome Proteomics Databases, Protein
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Pancreatic gross tumor volume contouring on computed tomography (CT) compared with magnetic resonance imaging (MRI): Results of an international contouring conference.

Practical radiation oncology Nov 29, 2017
PURPOSE: Accurate identification of the gross tumor volume (GTV) in pancreatic adenocarcinoma is challenging. We sought to understand differences in GTV delineation using pancreatic computed tomography (CT) compared with magnetic resonance imaging (M...
Male Humans Magnetic Resonance Imaging Tomography, X-Ray Computed Pancreatic Neoplasms Aged
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User-Oriented Evaluation of a Robotic Rollator That Provides Navigation Assistance in Frail Older Adults with and without Cognitive Impairment.

Gerontology Nov 29, 2017
BACKGROUND: Navigational skills decline with age, and this decline is even more pronounced in cognitively impaired (CI) older adults. Navigation assistance is an emerging functionality of robotic rollators (RRs). The evidence on the effectiveness of ...
Aged Aged, 80 and over Male User-Computer Interface Humans Female Equipment Design Motor Skills Walkers Cognitive Dysfunction Frail Elderly Robotics Mobility Limitation
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Cancer Classification Based on Support Vector Machine Optimized by Particle Swarm Optimization and Artificial Bee Colony.

Molecules (Basel, Switzerland) Nov 29, 2017
Intelligent optimization algorithms have advantages in dealing with complex nonlinear problems accompanied by good flexibility and adaptability. In this paper, the FCBF (Fast Correlation-Based Feature selection) method is used to filter irrelevant an...
(1)
Databases, Factual Reproducibility of Results Neoplasms Humans Artificial Intelligence Algorithms Support Vector Machine
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Generative models for network neuroscience: prospects and promise.

Journal of the Royal Society, Interface Nov 29, 2017
Network neuroscience is the emerging discipline concerned with investigating the complex patterns of interconnections found in neural systems, and identifying principles with which to understand them. Within this discipline, one particularly powerful...
Neural Networks, Computer Animals Systems Biology Nerve Net Bioengineering Neurosciences Humans
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Automatic Target Recognition Strategy for Synthetic Aperture Radar Images Based on Combined Discrimination Trees.

Computational intelligence and neuroscience Nov 29, 2017
A strategy is introduced for achieving high accuracy in synthetic aperture radar (SAR) automatic target recognition (ATR) tasks. Initially, a novel pose rectification process and an image normalization process are sequentially introduced to produce i...
(1)
Image Interpretation, Computer-Assisted Humans Pattern Recognition, Automated Artificial Intelligence Radar Algorithms Data Interpretation, Statistical Discriminant Analysis
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Inference Engine in an Intelligent Ship Course-Keeping System.

Computational intelligence and neuroscience Nov 29, 2017
The article presents an original design of an expert system, whose function is to automatically stabilize ship's course. The focus is put on the inference engine, a mechanism that consists of two functional components. One is responsible for the cons...
(1)
Humans Artificial Intelligence Algorithms Decision Support Techniques Ships Equipment and Supplies Quality Improvement
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Artificial neural networks for stiffness estimation in magnetic resonance elastography.

Magnetic resonance in medicine Nov 28, 2017
PURPOSE: To investigate the feasibility of using artificial neural networks to estimate stiffness from MR elastography (MRE) data.
Elastic Modulus Elasticity Imaging Techniques Magnetic Resonance Imaging Liver Regression Analysis Female Reproducibility of Results Aged Middle Aged Image Processing, Computer-Assisted Aged, 80 and over Male Humans Algorithms Neural Networks, Computer Brain Computer Simulation
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Decoding of finger trajectory from ECoG using deep learning.

Journal of neural engineering Nov 28, 2017
OBJECTIVE: Conventional decoding pipeline for brain-machine interfaces (BMIs) consists of chained different stages of feature extraction, time-frequency analysis and statistical learning models. Each of these stages uses a different algorithm trained...
Photic Stimulation Electrocorticography Sensorimotor Cortex Humans Deep Learning Brain-Computer Interfaces Fingers Movement
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From passive passenger to participating co-pilot - Pregnant women's expectations of being able to access their online journal from antenatal care.

Sexual & reproductive healthcare : official journal of the Swedish Association of Midwives Nov 28, 2017
OBJECTIVE: The aim of the study was to describe pregnant women's expectations of being able to access their electronic health records from antenatal care.
(1)
Prenatal Care Surveys and Questionnaires Health Knowledge, Attitudes, Practice Humans Young Adult Maternal Health Female Patient Participation Adult Internet Pregnant People Electronic Health Records Diagnostic Self Evaluation Power, Psychological Pregnancy Sweden Access to Information
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