Search Results - "Avalos Fernandez, Marta"

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  1. 1

    The respiratory microbiota alpha-diversity in chronic lung diseases: first systematic review and meta-analysis by Avalos-Fernandez, Marta, Alin, Thibaud, Métayer, Clémence, Thiébaut, Rodolphe, Enaud, Raphaël, Delhaes, Laurence

    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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  2. 2
  3. 3

    Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study by Chenais, Gabrielle, Gil-Jardiné, Cédric, Touchais, Hélène, Avalos Fernandez, Marta, Contrand, Benjamin, Tellier, Eric, Combes, Xavier, Bourdois, Loick, Revel, Philippe, Lagarde, Emmanuel

    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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  4. 4

    Penalized logistic regression with low prevalence exposures beyond high dimensional settings by Doerken, Sam, Avalos, Marta, Lagarde, Emmanuel, Schumacher, Martin

    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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  5. 5

    Modelling of optimal training load patterns during the 11 weeks preceding major competition in elite swimmers by Hellard, Philippe, Scordia, Charlotte, Avalos, Marta, Mujika, Inigo, Pyne, David B

    “…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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  6. 6

    Lasso regularization for left-censored Gaussian outcome and high-dimensional predictors by Soret, Perrine, Avalos, Marta, Wittkop, Linda, Commenges, Daniel, Thiébaut, Rodolphe

    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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  7. 7

    Harnessing Moderate-Sized Language Models for Reliable Patient Data De-identification in Emergency Department Records: An Evaluation of Strategies and Performance (Preprint) by Dorémus, Océane, Russon, Dylan, Contrand, Benjamin, Guerra-Adames, Ariel, Avalos-Fernandez, Marta, Gil-Jardiné, Cédric, Lagarde, Emmanuel

    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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  8. 8

    Health administrative data enrichment using cohort information: Comparative evaluation of methods by simulation and application to real data by Silenou, Bernard C, Avalos, Marta, Helmer, Catherine, Berr, Claudine, Pariente, Antoine, Jacqmin-Gadda, Helene

    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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  9. 9

    Elite Swimmers’ Training Patterns in the 25 Weeks Prior to Their Season’s Best Performance: Insights Into Periodization From a 20-Years Cohort by Hellard, Philippe, Avalos, Marta Fernandez, Lefort, Gaëlle, Pla, Robin, Mujika, Iñigo, Toussaint, Jean-François, Pyne, David B

    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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  10. 10

    New Insights in Microbial Species Predicting Lung Function Decline in CF: Lessons from the MucoFong Project by Francis, Florence, Enaud, Raphael, Soret, Perrine, Lussac-Sorton, Florian, Avalos-Fernandez, Marta, Bui, Stéphanie, Fayon, Michael, Thiébaut, Rodolphe, Delhaes, Laurence

    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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  11. 11

    Prescription medicine use by pedestrians and the risk of injurious road traffic crashes: A case-crossover study by Née, Mélanie, Avalos, Marta, Luxcey, Audrey, Contrand, Benjamin, Salmi, Louis-Rachid, Fourrier-Réglat, Annie, Gadegbeku, Blandine, Lagarde, Emmanuel, Orriols, Ludivine

    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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  12. 12

    Identifying Optimal Overload and Taper in Elite Swimmers over Time by Hellard, Philippe, Avalos, Marta, Hausswirth, Christophe, Pyne, David, Toussaint, Jean-Francois, Mujika, Iñigo

    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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  13. 13

    Long-term chronic diseases and crash responsibility: A record linkage study by Orriols, Ludivine, Avalos-Fernandez, Marta, Moore, Nicholas, Philip, Pierre, Delorme, Bernard, Laumon, Bernard, Gadegbeku, Blandine, Salmi, Louis-Rachid, Lagarde, Emmanuel

    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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  14. 14

    A decision-making tool to fine-tune abnormal levels in the complete blood count tests by Avalos-Fernandez, Marta, Touchais, Helene, Henriquez-Henriquez, Marcela

    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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