Humans

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Expert system application for prioritizing preventive actions for shift work: shift expert.

International journal of occupational safety and ergonomics : JOSE Sep 19, 2017
INTRODUCTION: Shift patterns, work hours, work arrangements and worker motivations have increasingly become key factors for job performance. The main objective of this article is to design an expert system that identifies the negative effects of shif...
Male Middle Aged Surveys and Questionnaires Fuzzy Logic Female Aged Adult Expert Systems Fatigue Sleep Disorders, Circadian Rhythm Work Schedule Tolerance Turkey Occupational Health Sleep Humans
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Optimal feature selection using a modified differential evolution algorithm and its effectiveness for prediction of heart disease.

Computers in biology and medicine Sep 19, 2017
Enormous data growth in multiple domains has posed a great challenge for data processing and analysis techniques. In particular, the traditional record maintenance strategy has been replaced in the healthcare system. It is vital to develop a model th...
Humans Neural Networks, Computer Electronic Data Processing Electronic Health Records Heart Diseases
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Fusion of Facial Expressions and EEG for Multimodal Emotion Recognition.

Computational intelligence and neuroscience Sep 19, 2017
This paper proposes two multimodal fusion methods between brain and peripheral signals for emotion recognition. The input signals are electroencephalogram and facial expression. The stimuli are based on a subset of movie clips that correspond to four...
(1)
Brain Young Adult Adult Humans Facial Expression Support Vector Machine Emotions Electroencephalography
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Human-in-the-loop Bayesian optimization of wearable device parameters.

PloS one Sep 19, 2017
The increasing capabilities of exoskeletons and powered prosthetics for walking assistance have paved the way for more sophisticated and individualized control strategies. In response to this opportunity, recent work on human-in-the-loop optimization...
Signal-To-Noise Ratio Bayes Theorem Walking Humans Energy Metabolism Adult Female Male Young Adult Robotics
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Outcomes of Obese and Morbidly Obese Patients Undergoing Percutaneous Coronary Intervention.

Heart, lung & circulation Sep 18, 2017
BACKGROUND: The risks of percutaneous coronary intervention (PCI) in obese and particularly morbidly obese patients remain uncertain.
Obesity, Morbid Victoria Male Middle Aged Postoperative Complications Female Humans Incidence Risk Factors Prognosis Aged Body Mass Index Retrospective Studies Percutaneous Coronary Intervention Coronary Artery Disease
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modeling of the cryptic E2∼ubiquitin-binding site of E6-associated protein (E6AP)/UBE3A reveals the mechanism of polyubiquitin chain assembly.

The Journal of biological chemistry Sep 18, 2017
To understand the mechanism for assembly of Lys-linked polyubiquitin degradation signals, we previously demonstrated that the E6AP/UBE3A ligase harbors two functionally distinct E2∼ubiquitin-binding sites: a high-affinity Site 1 required for E6AP Cys...
Ubiquitin-Conjugating Enzymes Binding Sites Mutagenesis, Site-Directed Ubiquitin Isoenzymes Point Mutation Ubiquitination Protein Multimerization Ubiquitin-Protein Ligases Amino Acid Substitution Recombinant Fusion Proteins Animals Biocatalysis Molecular Docking Simulation Protein Conformation Cattle Cysteine Iodine Radioisotopes Expert Systems Computational Biology Models, Molecular Humans
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Editorial.

Bio Systems Sep 18, 2017
Brain Periodicals as Topic Humans Neural Networks, Computer
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Texture and art with deep neural networks.

Current opinion in neurobiology Sep 18, 2017
Although the study of biological vision and computer vision attempt to understand powerful visual information processing from different angles, they have a long history of informing each other. Recent advances in texture synthesis that were motivated...
Humans Models, Neurological Visual Perception Neural Networks, Computer Machine Learning Animals
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Convex-PL: a novel knowledge-based potential for protein-ligand interactions deduced from structural databases using convex optimization.

Journal of computer-aided molecular design Sep 18, 2017
We present a novel optimization approach to train a free-shape distance-dependent protein-ligand scoring function called Convex-PL. We do not impose any functional form of the scoring function. Instead, we decompose it into a polynomial basis and ded...
Humans Drug Design Protein Binding Proteins Databases, Protein Machine Learning Algorithms Molecular Docking Simulation Ligands Protein Conformation Binding Sites Structure-Activity Relationship Molecular Structure Knowledge Bases
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Protein complexes, big data, machine learning and integrative proteomics: lessons learned over a decade of systematic analysis of protein interaction networks.

Expert review of proteomics Sep 18, 2017
Elucidation of the networks of physical (functional) interactions present in cells and tissues is fundamental for understanding the molecular organization of biological systems, the mechanistic basis of essential and disease-related processes, and fo...
Humans Machine Learning Animals Protein Interaction Mapping Systems Biology Proteomics
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