Humans

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Lung disease stratification using amalgamation of Riesz and Gabor transforms in machine learning framework.

Computers in biology and medicine Aug 14, 2017
Lung disease risk stratification is important for both diagnosis and treatment planning, particularly in biopsies and radiation therapy. Manual lung disease risk stratification is challenging because of: (a) large lung data sizes, (b) inter- and intr...
Databases, Factual Tomography, X-Ray Computed Humans Risk Assessment Female Image Processing, Computer-Assisted Machine Learning Lung Diseases Male
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A New Method for Automatic Sleep Stage Classification.

IEEE transactions on biomedical circuits and systems Aug 14, 2017
Traditionally, automatic sleep stage classification is quite a challenging task because of the difficulty in translating open-textured standards to mathematical models and the limitations of handcrafted features. In this paper, a new system for autom...
Models, Theoretical Electroencephalography Sleep Stages Signal Processing, Computer-Assisted Machine Learning Algorithms Humans Neural Networks, Computer
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A Collaborative Approach to Identifying Social Media Markers of Schizophrenia by Employing Machine Learning and Clinical Appraisals.

Journal of medical Internet research Aug 14, 2017
BACKGROUND: Linguistic analysis of publicly available Twitter feeds have achieved success in differentiating individuals who self-disclose online as having schizophrenia from healthy controls. To date, limited efforts have included expert input to ev...
Social Media Internet Machine Learning Social Support Schizophrenia Social Behavior Humans
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Robot-supported assessment of balance in standing and walking.

Journal of neuroengineering and rehabilitation Aug 14, 2017
Clinically useful and efficient assessment of balance during standing and walking is especially challenging in patients with neurological disorders. However, rehabilitation robots could facilitate assessment procedures and improve their clinical valu...
Humans Male Robotics Nervous System Diseases Physical Therapy Modalities Postural Balance Walking
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Enhancement of hepatitis virus immunoassay outcome predictions in imbalanced routine pathology data by data balancing and feature selection before the application of support vector machines.

BMC medical informatics and decision making Aug 14, 2017
BACKGROUND: Data mining techniques such as support vector machines (SVMs) have been successfully used to predict outcomes for complex problems, including for human health. Much health data is imbalanced, with many more controls than positive cases.
Hepatitis C Data Mining Humans Hepatitis B Predictive Value of Tests Immunoassay Support Vector Machine
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Artificial Intelligence, DNA Mimicry, and Human Health.

Medical science monitor : international medical journal of experimental and clinical research Aug 14, 2017
The molecular evolution of genomic DNA across diverse plant and animal phyla involved dynamic registrations of sequence modifications to maintain existential homeostasis to increasingly complex patterns of environmental stressors. As an essential cor...
Humans Health Artificial Intelligence Genetics Computational Biology Molecular Mimicry DNA Methylation
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Owlready: Ontology-oriented programming in Python with automatic classification and high level constructs for biomedical ontologies.

Artificial intelligence in medicine Aug 14, 2017
OBJECTIVE: Ontologies are widely used in the biomedical domain. While many tools exist for the edition, alignment or evaluation of ontologies, few solutions have been proposed for ontology programming interface, i.e. for accessing and modifying an on...
Humans Biological Ontologies Programming Languages Software Gene Ontology
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A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition.

Computational intelligence and neuroscience Aug 14, 2017
A grey wolf optimizer for modular neural network (MNN) with a granular approach is proposed. The proposed method performs optimal granulation of data and design of modular neural networks architectures to perform human recognition, and to prove its e...
Algorithms Humans Biometric Identification Neural Networks, Computer
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Multi-Connection Pattern Analysis: Decoding the representational content of neural communication.

NeuroImage Aug 13, 2017
The lack of multivariate methods for decoding the representational content of interregional neural communication has left it difficult to know what information is represented in distributed brain circuit interactions. Here we present Multi-Connection...
Humans Models, Neurological Machine Learning Brain Mapping Computer Simulation Algorithms Pattern Recognition, Automated Magnetic Resonance Imaging Brain Neural Pathways Nerve Net
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Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks.

Methods (San Diego, Calif.) Aug 13, 2017
From May to July 2015, there was a nation-wide outbreak of Middle East respiratory syndrome (MERS) in Korea. MERS is caused by MERS-CoV, an enveloped, positive-sense, single-stranded RNA virus belonging to the family Coronaviridae. Despite expert opi...
Coronavirus Infections Middle East Respiratory Syndrome Coronavirus Mass Media Republic of Korea Disease Outbreaks Humans Machine Learning
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