Search Results - "Avalos Fernandez, Marta"
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The respiratory microbiota alpha-diversity in chronic lung diseases: first systematic review and meta-analysis
Published in Respiratory research (23-08-2022)“…Background While there seems to be a consensus that a decrease in gut microbiome diversity is related to a decline in health status, the associations between…”
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CRP under 130 mg/L rules out the diagnosis of Legionella pneumophila serogroup 1 (URINELLA Study)
Published in European journal of clinical microbiology & infectious diseases (01-06-2024)“…Introduction In case of pneumonia, some biological findings are suggestive for Legionnaire’s disease (LD) including C-reactive protein (CRP). A low level of…”
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Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study
Published in JMIR AI (12-01-2023)“…Public health surveillance relies on the collection of data, often in near-real time. Recent advances in natural language processing make it possible to…”
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Penalized logistic regression with low prevalence exposures beyond high dimensional settings
Published in PloS one (20-05-2019)“…Estimating and selecting risk factors with extremely low prevalences of exposure for a binary outcome is a challenge because classical standard techniques,…”
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Modelling of optimal training load patterns during the 11 weeks preceding major competition in elite swimmers
Published in Applied physiology, nutrition, and metabolism (01-10-2017)“…Periodization of swim training in the final training phases prior to competition and its effect on performance have been poorly described. We modeled the…”
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Lasso regularization for left-censored Gaussian outcome and high-dimensional predictors
Published in BMC medical research methodology (04-12-2018)“…Biological assays for the quantification of markers may suffer from a lack of sensitivity and thus from an analytical detection limit. This is the case of…”
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Harnessing Moderate-Sized Language Models for Reliable Patient Data De-identification in Emergency Department Records: An Evaluation of Strategies and Performance (Preprint)
Published in JMIR AI (28-02-2024)“…BACKGROUND The digitization of healthcare, facilitated by the adoption of electronic health record (EHR) systems, has revolutionized data-driven medical…”
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Health administrative data enrichment using cohort information: Comparative evaluation of methods by simulation and application to real data
Published in PloS one (31-01-2019)“…Studies using health administrative databases (HAD) may lead to biased results since information on potential confounders is often missing. Methods that…”
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Elite Swimmers’ Training Patterns in the 25 Weeks Prior to Their Season’s Best Performance: Insights Into Periodization From a 20-Years Cohort
Published in Frontiers in physiology (10-04-2019)“…Background: This study investigated the periodization of elite swimmers' training over the 25 weeks preceding the major competition of the season…”
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New Insights in Microbial Species Predicting Lung Function Decline in CF: Lessons from the MucoFong Project
Published in Journal of clinical medicine (21-08-2021)“…Several predictive models have been proposed to understand the microbial risk factors associated with cystic fibrosis (CF) progression. Very few have…”
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Prescription medicine use by pedestrians and the risk of injurious road traffic crashes: A case-crossover study
Published in PLoS medicine (18-07-2017)“…While some medicinal drugs have been found to affect driving ability, no study has investigated whether a relationship exists between these medicines and…”
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Identifying Optimal Overload and Taper in Elite Swimmers over Time
Published in Journal of sports science & medicine (01-12-2013)“…The aim of this exploratory study was to identify the most influential training designs during the final six weeks of training (F6T) before a major swimming…”
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Long-term chronic diseases and crash responsibility: A record linkage study
Published in Accident analysis and prevention (01-10-2014)“…•Data from three French national databases were extracted and matched.•Exposures were compared between responsible and nonresponsible drivers.•Exposures…”
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A decision-making tool to fine-tune abnormal levels in the complete blood count tests
Published 11-11-2020“…The complete blood count (CBC) performed by automated hematology analyzers is one of the most ordered laboratory tests. It is a first-line tool for assessing a…”
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