AIMC Topic: Spain

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Novel Use of Natural Language Processing (NLP) to Predict Suicidal Ideation and Psychiatric Symptoms in a Text-Based Mental Health Intervention in Madrid.

Computational and mathematical methods in medicine Sep 26, 2016
Natural language processing (NLP) and machine learning were used to predict suicidal ideation and heightened psychiatric symptoms among adults recently discharged from psychiatric inpatient or emergency room settings in Madrid, Spain. Participants re...
Mental Health Services Predictive Value of Tests Natural Language Processing Patient Discharge Telemedicine Diagnosis, Computer-Assisted Surveys and Questionnaires Psychometrics Follow-Up Studies Spain Self-Injurious Behavior Text Messaging Reminder Systems Hospitals, Psychiatric Female Reproducibility of Results Hospitalization Young Adult Adult Sensitivity and Specificity Male Middle Aged Suicide, Attempted Humans Machine Learning Algorithms Mental Disorders
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Introduction.

International journal of neural systems Jul 31, 2016
Congresses as Topic Neural Prostheses Signal Processing, Computer-Assisted Retina Humans Alzheimer Disease Neural Networks, Computer Spain Computer Simulation Models, Neurological Electroencephalography
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The evaluation of i-SIDRA - a tool for intelligent feedback - in a course on the anatomy of the locomotor system.

International journal of medical informatics Jul 14, 2016
OBJECTIVE: This paper presents an empirical study of a formative mobile-based assessment approach that can be used to provide students with intelligent diagnostic feedback to test its educational effectiveness.
Spain Learning Locomotion Students, Medical Anatomy Humans Surveys and Questionnaires Formative Feedback Neural Networks, Computer Educational Measurement Mobile Applications
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Fitting the data from embryo implantation prediction: Learning from label proportions.

Statistical methods in medical research May 30, 2016
Machine learning techniques have been previously used to assist clinicians to select embryos for human-assisted reproduction. This work aims to show how an appropriate modeling of the problem can contribute to improve machine learning techniques for ...
Humans Machine Learning Databases, Factual Embryo Implantation Bayes Theorem Spain Reproductive Techniques, Assisted
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Effects of pomegranate juice in circulating parameters, cytokines, and oxidative stress markers in endurance-based athletes: A randomized controlled trial.

Nutrition (Burbank, Los Angeles County, Calif.) Dec 7, 2015
OBJECTIVE: The aim of the present study was to assess the effects of pomegranate juice on the level of oxidative stress in the blood of endurance-based athletes. Pomegranate juice is rich in polyphenols, conferring it a higher antioxidant capacity th...
Adult Male Middle Aged Oxidative Stress Antioxidants Spain Humans Protein Carbonylation Malondialdehyde Lythraceae Biomarkers Fruit and Vegetable Juices Polyphenols E-Selectin C-Reactive Protein Athletes Sports Nutritional Physiological Phenomena Double-Blind Method Physical Endurance Stress, Physiological
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Characterization of fecal vancomycin-resistant enterococci with acquired and intrinsic resistance mechanisms in wild animals, Spain.

Microbial ecology Jul 21, 2015
The objectives were to evaluate the presence of vancomycin-resistant enterococci with acquired (VRE-a) and intrinsic (VRE-i) resistance mechanisms in fecal samples from different wild animals, and analyze their phenotypes and genotypes of antimicrobi...
Spain Feces Carbon-Oxygen Ligases Tetracycline Resistance Animals Bacterial Proteins Aminoglycosides Enterococcus faecium Vancomycin-Resistant Enterococci Ampicillin Animals, Wild Sus scrofa Falconiformes Vancomycin Microbial Sensitivity Tests Ampicillin Resistance Galliformes Multilocus Sequence Typing Drug Resistance, Multiple, Bacterial Tetracycline
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An assessment of the barriers to the consumers' uptake of genetically modified foods: a neural network analysis.

Journal of the science of food and agriculture Jun 9, 2015
BACKGROUND: This paper studies which of the attitudinal, cognitive and socio-economic factors determine the willingness to purchase genetically modified (GM) food, enabling the forecasting of consumers' behaviour in Andalusia, southern Spain. This cl...
Food, Genetically Modified Neural Networks, Computer Consumer Behavior Female Food Safety Aged Spain Adult Perception Humans Male Middle Aged Risk Assessment Adolescent Health Knowledge, Attitudes, Practice Socioeconomic Factors
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Assessment of ultrafine particles and noise measurements using fuzzy logic and data mining techniques.

The Science of the total environment Jan 20, 2015
This study focuses on correlations between total number concentrations, road traffic emissions and noise levels in an urban area in the southwest of Spain during the winter and summer of 2009. The high temporal correlation between sound pressure leve...
Particulate Matter Data Mining Spain Environmental Monitoring Fuzzy Logic Noise Air Pollutants Air Pollution
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Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets.

Statistics in medicine Oct 15, 2014
Inverse probability weights used to fit marginal structural models are typically estimated using logistic regression. However, a data-adaptive procedure may be able to better exploit information available in measured covariates. By combining predicti...
Humans Machine Learning Computer Simulation HIV Infections Logistic Models Models, Statistical Confidence Intervals Spain Mortality Confounding Factors, Epidemiologic Data Interpretation, Statistical Bias Antiretroviral Therapy, Highly Active Probability
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An informed machine learning based environmental risk score for hypertension in European adults.

Artificial intelligence in medicine Jul 1, 2025
BACKGROUND: The exposome framework seeks to unravel the cumulated effects of environmental exposures on health. However, existing methods struggle with challenges including multicollinearity, non-linearity and confounding. To address these limitation...
Humans Neural Networks, Computer Machine Learning Middle Aged Risk Assessment Hypertension Environmental Exposure Female Spain Risk Factors Aged Adult Male
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