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Marta Avalos

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Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study

Gabrielle Chenais , Cédric Gil-Jardiné , Hélène Touchais , Marta Avalos Fernandez , Benjamin Contrand
JMIR AI, 2023, 2, pp.e40843. ⟨10.2196/40843⟩
Journal articles hal-03978442v1
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The respiratory microbiota alpha-diversity in chronic lung diseases: first systematic review and meta-analysis

Marta Avalos , Clémence Métayer , Thibaud Alin , Rodolphe Thiébaut , Raphaël Enaud
Respiratory Research, 2022, 23 (214), ⟨10.1186/s12931-022-02132-4⟩
Journal articles hal-03762542v1
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Health conditions and the risk of home injury in French adults: results from a prospective study of the MAVIE cohort

Madelyn Yiseth Rojas Castro , Marta Avalos , Benjamin Contrand , Marion Dupuy , Catherine Sztal-Kutas
Injury Prevention, 2022, 28 (2), pp.6. ⟨10.1136/injuryprev-2020-044033⟩
Journal articles hal-03481699v1
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New Insights in Microbial Species Predicting Lung Function Decline in CF: Lessons from the MucoFong Project

Florence Francis , Raphael Enaud , Perrine Soret , Florian Lussac-Sorton , Marta Avalos
Journal of Clinical Medicine, 2021, 10 (16), pp.3725. ⟨10.3390/jcm10163725⟩
Journal articles hal-03328143v1
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Cohort profile: MAVIE a web-based prospective cohort study of home, leisure, and sports injuries in France

Madelyn Yiseth Rojas Castro , Ludivine Orriols , Benjamin Contrand , Marion Dupuy , Catherine Sztal-Kutas
PLoS ONE, 2021, 16 (3), pp.e0248162. ⟨10.1371/journal.pone.0248162⟩
Journal articles hal-03241349v1
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A web-based prospective cohort study of home, leisure, school and sports injuries in France: a descriptive analysis

Madelyn Yiseth Rojas Castro , Ludivine Orriols , Dunia Basha Sakr , Benjamin Contrand , Marion Dupuy
Injury Epidemiology, 2021, 8 (1), ⟨10.1186/s40621-021-00343-9⟩
Journal articles hal-03313585v1
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Respiratory mycobiome and suggestion of inter-kingdom network during acute pulmonary exacerbation in cystic fibrosis

Perrine Soret , Louise-Eva Vandenborght , Florence Francis , Noémie Coron , Raphaël Enaud
Scientific Reports, 2020, 10 (1), pp.3589. ⟨10.1038/s41598-020-60015-4⟩
Journal articles inserm-02497484v1
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Penalized logistic regression with low prevalence exposures beyond high dimensional settings

Sam Doerken , Marta Fernandez Avalos , Emmanuel Lagarde , Martin Schumacher
PLoS ONE, 2019, 14 (5), pp.e0217057. ⟨10.1371/journal.pone.0217057⟩
Journal articles hal-02140472v1
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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

Philippe Hellard , Marta Fernandez Avalos , Gaëlle Lefort , Robin Pla , Iñigo Mujika
Frontiers in Physiology, 2019, 10, ⟨10.3389/fphys.2019.00363⟩
Journal articles hal-02095063v1
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Health administrative data enrichment using cohort information: Comparative evaluation of methods by simulation and application to real data

Bernard Silenou , Marta Fernandez Avalos , Catherine Helmer , Claudine Berr , Antoine Pariente
PLoS ONE, 2019, 14 (1), pp.e0211118. ⟨10.1371/journal.pone.0211118⟩
Journal articles hal-02008499v1
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Lasso regularization for left-censored Gaussian outcome and high-dimensional predictors

Perrine Soret , Marta Fernandez Avalos , Linda Wittkop , Daniel Commenges , Rodolphe Thiébaut
BMC Medical Research Methodology, 2018, 18, pp.13. ⟨10.1186/s12874-018-0609-4⟩
Journal articles hal-03160825v2
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Prescription medicine use by pedestrians and the risk of injurious road traffic crashes: A case-crossover study

Née Mélanie , Marta Fernandez Avalos , Audrey Luxcey , Benjamin Contrand , L Rachid Salmi
PLoS Medicine, 2017, pp.1-19. ⟨10.1371/journal.pmed.1002347⟩
Journal articles hal-01577941v1
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Modelling of optimal training load patterns during the 11 weeks preceding major competition in elite swimmers

Philippe Hellard , Charlotte Scordia , Marta Fernandez Avalos , Iñigo Mujika , Pyne David
Applied Physiology, Nutrition, and Metabolism, 2017, 42 (10), pp.1106-1117. ⟨10.1139/apnm-2017-0180⟩
Journal articles hal-01577936v1

Training-Related Risk of Common Illnesses in Elite Swimmers over a Four-Year Period

Philippe Hellard , Marta Avalos , Fanny Guimaraes , Jean-François Toussaint , Pyne David
Medicine and Science in Sports and Exercise, 2015, 47 (4), pp.698-707. ⟨10.1249/MSS.0000000000000461⟩
Journal articles hal-01099379v1
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Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm

Marta Avalos , Hélène Pouyes , Yves Grandvalet , Ludivine Orriols , Emmanuel Lagarde
BMC Bioinformatics, 2015, 16 (Suppl 6), pp.S1. ⟨10.1186/1471-2105-16-S6-S1⟩
Journal articles hal-01217312v1

Variable selection on large case-crossover data: application to a registry-based study of prescription drugs and road traffic crashes.

Marta Avalos , Ludivine Orriols , Hélène Pouyes , Yves Grandvalet , Frantz Thiessard
Pharmacoepidemiology and Drug Safety, 2014, pp.140-51. ⟨10.1002/pds.3539⟩
Journal articles hal-01099301v1

Long-term chronic diseases and crash responsibility: a record linkage study

Ludivine Orriols , Marta Avalos , Nicholas Moore , Pierre Philip , Bernard Delorme
Accident Analysis & Prevention, 2014, 71, pp.137-43. ⟨10.1016/j.aap.2014.05.001⟩
Journal articles hal-01099306v1

Identifying Optimal Overload and Taper in Elite Swimmers over Time

Philippe Hellard , Marta Fernandez Avalos , Christophe Hausswirth , Pyne David , Jean-François Toussaint
Journal of Sports Science and Medicine, 2013
Journal articles hal-01578223v1
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3D kinematic and dynamic analysis of the front crawl tumble turn in elite male swimmers

Frédéric Puel , J. Morlier , Marta Avalos , M. Mesnard , M. Cid
Journal of Biomechanics, 2012, 45 (3), pp.510-515. ⟨10.1016/j.jbiomech.2011.11.043⟩
Journal articles hal-01727368v1

Prescription-Drug-Related Risk in Driving: Comparing Conventional and Lasso Shrinkage Logistic Regressions

Marta Avalos , N. Duran Adroher , Emmanuel Lagarde , Frantz Thiessard , Yves Grandvalet
Epidemiology, 2012, 23 (5), pp.706-712
Journal articles hal-00742317v1

Analysis of multiple exposures in the case-crossover design via sparse conditional likelihood

Marta Avalos , Yves Grandvalet , N. Duran Adroher , Ludivine Orriols , Emmanuel Lagarde
Statistics in Medicine, 2012, 31 (21), pp.2290-2302. ⟨10.1002/sim.5344⟩
Journal articles hal-00742310v1
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Modeling the association between HR variability and illness in elite swimmers.

Philippe Hellard , Fanny Guimaraes , Marta Avalos , Nicolas Houel , Christophe Hausswirth
Medicine and Science in Sports and Exercise, 2011, 43 (6), pp.1063-70. ⟨10.1249/MSS.0b013e318204de1c⟩
Journal articles inserm-00541526v1
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Kinematic measures and stroke rate variability in elite female 200-m swimmers in the four swimming techniques: Athens 2004 Olympic semi-finalists and French National 2004 Championship semi-finalists.

Philippe Hellard , Jeanne Dekerle , Marta Avalos , Nicolas Caudal , Michel Knopp
Journal of Sports Sciences, 2008, 26 (1), pp.35-46. ⟨10.1080/02640410701332515⟩
Journal articles inserm-00149830v1
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Parsimonious Additive Models

Marta Avalos , Yves Grandvalet , Christophe Ambroise
Computational Statistics and Data Analysis, 2007, 51 (6), pp.2851-2870. ⟨10.1016/j.csda.2006.10.007⟩
Journal articles inserm-00149798v1
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Assessing the limitations of the Banister model in monitoring training.

Philippe Null Hellard , Marta Avalos , Lucien Lacoste , Frédéric Barale , Jean-Claude Chatard
Journal of Sports Sciences, 2006, 24 (5), pp.509-20. ⟨10.1080/02640410500244697⟩
Journal articles inserm-00149782v1
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Discrimination par modèles additifs parcimonieux

Marta Avalos , Yves Grandvalet , Christophe Ambroise
Revue dÍntelligence Artificielle, 2005, 19 (4-5), pp.661-682
Journal articles inserm-00149790v1
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Modeling the residual effects and threshold saturation of training: a case study of Olympic swimmers.

Philippe Null Hellard , Marta Avalos , Grégoire P. Millet , Lucien Lacoste , Frédéric Barale
Journal of Strength and Conditioning Research, 2005, 19 (1), pp.67-75. ⟨10.1519/14853.1⟩
Journal articles inserm-00149779v1
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Modeling the training-performance relationship using a mixed model in elite swimmers.

Marta Avalos , Philippe Null Hellard , Jean-Claude Chatard
Medicine and Science in Sports and Exercise, 2003, 35 (5), pp.838-46. ⟨10.1249/01.MSS.0000065004.05033.42⟩
Journal articles inserm-00149768v1

Training Analysis and the Modelling of Relations between Training Volumes and Performance: Interpretation of Results in Light of the New Paradigms of Complexity

Philippe Null Hellard , Léo Gerville-Réache , C Fauquet , Marta Fernandez Avalos , A Menaud
Journal of Human Movement Studies, 2002, 42 (1), pp.53-90
Journal articles hal-01355242v1
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Interdisciplinary and differentiated learning of Statistics in an online MPH

Marta Avalos , Gaëlle Coureau
IASE 2023 - The 13th IASE Satellite Conference, The International Association for Statistical Education (IASE) and the International Association for Statistical Computing (IASC), Jul 2023, Toronto, Canada
Conference papers hal-04173057v1
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Serious Games for Training in Patient Flow Management in Emergency Departments: State of the Art and Perspectives

Charlotte Blot , Katia Weickert , Arthur Payros , Marta Avalos , Cédric Gil-Jardiné
FLAIRS 36 - 36th International Florida Artificial Intelligence Research Society Conference, The Florida Artificial Intelligence Research Society, May 2023, Clearwater Beach, FL., United States. pp.3, ⟨10.32473/flairs.36.133276⟩
Conference papers hal-04098447v1
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Organisational learning strategies of introductory statistics courses in an online MPH: slow and steady wins the race

Marta Avalos , Samia Mehouachi
ICOTS 2022 - 11th International Conference on Teaching Statistics, IASE (International Association for Statistical Education) and ISI (International Statistical Institute), Sep 2022, Rosario, Argentina
Conference papers hal-03872624v1
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Les données du SAMU comme moyen de surveillance de la santé de la population

Alexandre Naprous , Marta Avalos , Catherine Pradeau , Emmanuel Lagarde , Cédric Gil-Jardine
Dataquitaine 2022 - 5e Journée Dataquitaine, Feb 2022, Talence / Virtuel, France
Conference papers hal-03691034v1
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Public Health surveillance from emergency call center data: visualization dashboard and NLP of call reports

Alexandre Naprous , Marta Avalos , Catherine Pradeau , Emmanuel Lagarde , Cédric Gil-Jardine
FLAIRS-35 - 35th International Florida Artificial Intelligence Research Society Conference, May 2022, Hutchinson, Florida, United States. ⟨10.32473/flairs.v35i.130712⟩
Conference papers hal-03682871v1

Una herramienta de toma de decisiones para ajustar los niveles anormales en las pruebas de conteo sanguíneo completo

Marta Avalos , Hélène Touchais , Marcela Henríquez-Henríquez
Workshop en REDES Biomatemáticas, Oct 2021, Valparaiso/Virtual, Chile
Conference papers hal-03482036v1
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Performance en classification de données textuelles des passages aux urgences des modèles BERT pour le français

Gabrielle Chenais , Hélène Touchais , Marta Avalos , Loïck Bourdois , Philippe Revel
PFIA 2021 - Journée Santé et I.A., Journée organisée avec le soutien de l’Association française d’Informatique Médicale (AIM) et le Collège Science de l’Ingénierie des Connaissances de l’AFIA dans le cadre de la Plate-Forme Intelligence Artificielle (PFIA), Jun 2021, Bordeaux / Virtual, France
Conference papers hal-03276129v1
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Traitement automatique des résumés de passages aux urgences : focus sur la désidentification

Loïck Bourdois , Marta Avalos , Gabrielle Chenais , Benjamin Contrand , Cédric Gil-Jardiné
PFIA 2021 - Santé et I.A., Journée organisée avec le soutien de l’Association française d’Informatique Médicale (AIM) et le Collège Science de l’Ingénierie des Connaissances de l’AFIA dans le cadre de la Plate-Forme Intelligence Artificielle (PFIA), Jun 2021, Bordeaux / Virtual, France
Conference papers hal-03276124v1

Optimising criteria for manual smear review following automated blood count analysis: A machine learning approach

Marta Avalos , Hélène Touchais , Marcela Henríquez-Henríquez
WICT 2020 - 10th World Congress on Information and Communication Technologies, Dec 2020, Virtual, United Kingdom
Conference papers hal-03133078v1
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A decision-making tool to fine-tune abnormal levels in the complete blood count tests

Marta Avalos , Hélène Touchais , Marcela Henríquez-Henríquez
ML4H - Machine Learning for Health workshop at NeurIPS 2020, Dec 2020, Vancouver / Virtual, Canada
Conference papers hal-03085426v1
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Classification automatique du langage de données du service hospitalier des urgences

Binbin Xu , Loïck Bourdois , Cédric Gil-Jardine , Eric Tellier , Frantz Thiessard
3e Journée Dataquitaine : IA, RO et Data Science, Feb 2020, Talence, France
Conference papers hal-02615327v1
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Usefulness of Bayesian modeling in risk analysis and prevention of Home Leisure and Sport Injuries (HLIs)

Madelyn Rojas Castro , Marina Travanca , Marta Fernandez Avalos , David Valentin Conesa , Emmanuel Lagarde
III Jornadas Científicas de Estudiantes de la Sociedad Española de Biometría, Jan 2018, Bilbao, Spain
Conference papers hal-01964484v1
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MAVIE-Lab Sports: a mHealth for Injury Prevention and Risk Management in Sport

Madelyn Rojas Castro , Marina Travanca , Marta Avalos Fernandez , David Valentin Conesa , Ludivine Orriols
DIGITAL HEALTH 2018 - 8th International Digital Health Conference, Apr 2018, Lyon, France
Conference papers hal-01782964v1
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Mavie-lab sports: a mhealth for injury prevention and risk management in sport

Madelyn Rojas Castro , Marina Travanca , Marta Avalos Fernandez , Ludivine Orriols , David Valentin Conesa
The 13th World Conference on Injury Prevention and Safety Promotion (Safety 2018), Nov 2018, Bangkok, Thailand
Conference papers hal-01945586v1
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Representation Learning of Compositional Data

Marta Avalos Fernandez , Richard Nock , Cheng Soon Ong , Julien Rouar , Ke Sun
NIPS 2018 - Thirty-second Conference on Neural Information Processing Systems, Dec 2018, Montréal, Canada
Conference papers hal-01945508v1
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High-dimensional compositional microbiota data: state-of-the-art of methods and software implementations

Perrine Soret , Marta Fernandez Avalos , Soon Cheng , Rodolphe Thiebaut
2017 - GDR « Statistiques et santé », Oct 2017, Bordeaux, France
Conference papers hal-01667295v1
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Estimateur de type Lasso pour modèle mixte non-paramétrique

Perrine Soret , Cristian Meza , Marta Avalos , Karine Bertin
48èmes Journées de Statistique, Société Française de Statistique (SFdS), May 2016, Montpellier, France
Conference papers hal-01396802v1

Lasso-type estimators for non-parametric mixed-effects models: application to high-dimensional data from a vaccine clinical trial for HIV

Perrine Soret , Cristian Meza , Marta Fernandez Avalos , Karine Bertin , Rodolphe Thiébaut
3rd conference of the International Society for Non-Parametric Statistics (ISNPS), Jun 2016, Avignon, France
Conference papers hal-01396378v1

Adjustment for Unobserved Confounders in Health Administrative Databases

Bernard Silenou Chawo , Marta Fernandez Avalos , Antoine Pariente , Hélène Jacqmin-Gadda
32nd International Conference on Pharmacoepidemiology & Therapeutic Risk Management, INTERNATIONAL SOCIETY FOR PHARMACOEPIDEMIOLOGY (ISPE), Aug 2016, Dublin, Ireland
Conference papers hal-01396349v1

Clustering of temporal sport training curves: a comparison of FDA and LDA approaches

Gaëlle Lefort , Marta Fernandez Avalos , Perrine Soret , Pyne David , Jean-François Toussaint
23rd Australian Statistical Conference , Dec 2016, Canberra, Australia
Conference papers hal-01396372v1

Exploring variable selection in additive mixed effects models using group lasso

Marta Fernandez Avalos , Perrine Soret , Cristian Meza , Karine Bertin , Hao Ren
23rd Australian Statistical Conference, Statistical Society of Australia (SSA), Dec 2016, Canberra, Australia
Conference papers hal-01396767v1
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Evolution of Teaching Strategies in a French ODL University Course

Marta Fernandez Avalos , Mélanie Le Goff , Pierre Joly , Marthe-Aline Jutand , Ahmadou Alioum
9th Australian Conference on Teaching Statistics (OZCOTS), The International Association for Statistical Education (IASE), Dec 2016, Canberra, Australia. pp.183
Conference papers hal-01396772v1

A comparison of unsupervised curve classification methods for sport training data

Gaëlle Lefort , Marta Fernandez Avalos , Perrine Soret , Pyne David , Jean-François Toussaint
3rd conference of the International Society for Non-Parametric Statistics (ISNPS), The International Society for NonParametric Statistics (ISNPS), Jun 2016, Avignon, France
Conference papers hal-01396366v1

Lasso pour données censurées à gauche : une comparaison par simulation d’algorithmes proposés dans la littérature

Perrine Soret , Marta Fernandez Avalos , Linda Wittkop , Rodolphe Thiébaut , Daniel Commenges
47èmes Journées de la Statistique, SFdS, 2015, Lille, France
Conference papers hal-01578293v1

Impact of unmeasured covariates on bias and statistical power in health administrative databases: a simulation study

Mélanie Née , Marta Fernandez Avalos , Ludivine Orriols , Emmanuel Lagarde
XVth Spanish Biometric Conference and the Vth Ibéro-American Biometric Meeting 2015, 2015, Bilbao, Spain
Conference papers hal-01253141v1

Function selection in mixed models using L1-penalization

Perrine Soret , Cristian Meza , Karine Bertin , Marta Fernandez Avalos , Philippe Null Hellard
XVth Spanish Biometric Conference and the Vth Ibéro-American Biometric Meeting 2015, 2015, Bilbao, Spain
Conference papers hal-01252267v1

Evolution des stratégies pédagogiques d'un DU

Mélanie Le Goff , Marta Fernandez Avalos , Pierre Joly , Marthe-Aline Jutand
Colloque Francophone International sur l'Enseignement de la Statistique – CFIES'2015, Jan 2015, Bordeaux, France
Conference papers hal-01253156v1

Comparing methods for summarizing a training load in prediction models of swimming performance

Charlotte Scordia , Marta Avalos , Philippe Hellard
XIIth International Symposium on Biomechanics and Medicine in Swimming, Apr 2014, Canberra, Australia
Conference papers hal-01099344v1

Méthodes d’apprentissage statistique pour des données longitudinales : une revue systématique

Perrine Soret , Marta Avalos
GdR Statistique et Santé, Oct 2014, Toulouse, France
Conference papers hal-01099331v1

Données longitudinales en grande dimension : état des lieux des packages R

Perrine Soret , Marta Avalos
Troisièmes rencontres R, Jun 2014, Montpellier, France
Conference papers hal-01099337v1

Ventilatory, metabolic and kinematic responses in sprint versus distance swimmers

Philippe Hellard , Pierre-Marie Leprêtre , Marta Avalos , Ludovic Seifert , Jean-François Toussaint
XIIth International Symposium on Biomechanics and Medicine in Swimming, Apr 2014, Canberra, Australia
Conference papers hal-01099378v1

Etude de l’association entre consommation médicamenteuse et risque d’accident de la route : exploration par simulation de schémas d’études épidémiologiques applicables à partir des données médico-administratives

Née Mélanie , Marta Avalos , Ludivine Orriols , Emmanuel Lagarde
Journée Nationale Biopharmacie et Santé 2014, Nov 2014, Paris, France
Conference papers hal-01099320v1

Prise en compte de la censure à gauche dans la modélisation de données de grande dimension

Nastasia Fouret , Marta Avalos , Linda Wittkop , Rodolphe Thiebaut , Daniel Commenges
46e Journées de Statistique, Jun 2014, Rennes, France
Conference papers hal-01099341v1

High–Dimensional Sparse Matched Case–Control and Case–Crossover Data: A Review of Recent Works, Description of an R Tool and an Illustration of the Use in Epidemiological Studies

Marta Avalos , Yves Grandvalet , Hélène Pouyes , Ludivine Orriols , Emmanuel Lagarde
CIBB 2013 - 10th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, Jun 2013, Nice, France. pp.109-124
Conference papers hal-01099313v1

clogitLasso: an R package for high–dimensional analysis of matched case–control and case–crossover data

Marta Fernandez Avalos , Yves Grandvalet , Hélène Pouyes , Ludivine Orriols , Emmanuel Lagarde
CIBB & PRIB 2013, 2013, Nice, France
Conference papers hal-01578291v1

Analysis of a large registry-based study of prescription drugs and road traffic crashes

Marta Fernandez Avalos , Ludivine Orriols
ROeS 2013 - Seminar of the Austro-Swiss Region of the International Biometric Society, 2013, Dornbirn, Austria
Conference papers hal-01578263v1
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clogitLasso: an R package for L1 penalized estimation of conditional logistic regression models

Marta Avalos , Hélène Pouyes
1ères Rencontres R, Jul 2012, Bordeaux, France
Conference papers hal-00717505v1
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Assessing precision of lasso conditional logistic estimates in the case-crossover design

Marta Avalos
3rd International Biometric Society channel network conference, Apr 2011, Bordeaux, France. pp.Abstracts of Oral contributed sessions. Page 2
Conference papers inserm-00585748v1
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Modélisation des relations entre la variabilité de la fréquence cardiaque et les pathologies infectieuses chez 18 nageurs élites durant 3 saisons. Effets de la saison et du niveau de performance

Philippe Hellard , Fanny Guimaraes , Marta Avalos , Jean-François Toussaint
4ème Symposium de l'Irmes, Biarritz, 28 oct 2009, Oct 2009, Biarritz, France. pp.1
Conference papers inserm-00541537v1
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Sélection de variables avec lasso dans la régression logistique conditionnelle

Marta Avalos
41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
Conference papers inria-00386756v1
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Modélisation des relations entre les charges d'entraînement et les pathologies infectieuses chez 28 nageurs élites durant 3 saisons

Philippe Hellard , Fanny Guimaraes , Marta Avalos , Jean-François Toussaint
4ème Symposium de l'Irmes, Biarritz, 28 oct 2009, Oct 2009, Biarritz, France. pp.2
Conference papers inserm-00541753v1
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Model selection via the lasso in conditional logistic regression

Marta Avalos
Second International Biometric Society Channel Network Conference, Apr 2009, Ghent, Belgium. pp.Model selection and clustering session
Conference papers inserm-00402434v1
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Parsimonious additive logistic models

Marta Avalos
First Workshop of the ERCIM Working Group on Computing & Statistics, Jun 2008, Neuchâtel, Switzerland. page 56
Conference papers inserm-00402444v1
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Pénalisation l1 pour les MAG

Marta Avalos , Yves Grandvalet , Christophe Ambroise
2005, pp.25.1
Conference papers inserm-00149856v1
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Model selection via penalization in the additive Cox model

Marta Avalos , Yves Grandvalet , Christophe Ambroise
The 3rd world conference on Computational Statistics & Data Analysis, 2005, Limassol, Cyprus. pp.45
Conference papers inserm-00149852v1
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Généralisation du lasso aux modèles additifs

Marta Avalos , Yves Grandvalet , Christophe Ambroise
2004, pp.83
Conference papers inserm-00149858v1
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Penalized additive logistic regression for cardiovascular risk prediction

Marta Avalos , Yves Grandvalet , Christophe Ambroise
2004, pp.301
Conference papers inserm-00149854v1
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Regularization methods for additive models

Marta Avalos , Yves Grandvalet , Christophe Ambroise
2003, pp.509-520
Conference papers inserm-00149855v1
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Developing Autonomy through an Entrepreneurial Project

Lucie Sebastien , Marta Avalos
ENLIGHT Teaching and Learning Conference 2023 -Empowering students for tomorrow, Oct 2023, Bordeaux, France
Conference poster hal-04243910v1
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The respiratory microbiome alpha-diversity and chronic respiratory diseases in children: A systematic review

Allan-Patrick Ake , Mariam Diomande , Daniela Valoura-Esteves , Raphael Enaud , Laurence Delhaes
WoM 2023 - 4th International World of Microbiome Conference, Oct 2023, Sofia, Bulgaria
Conference poster hal-04260986v1
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Utility of multivariate data analysis and penalized meta-regression to explore sources of heterogeneity in microbiome meta-analyses

Arthur Saracco , Marie Chavent , Marta Avalos
WoM 2023 - 4th International World of Microbiome Conference, Oct 2023, Sofia, Bulgaria
Conference poster hal-04260888v1
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Association between indoor environmental microbiota of living spaces and chronic asthma and respiratory allergies in Europe: A systematic review

Caroline Salaun-Ferron , Tarik Oufkir , Noufou Pêegdwendé Ouedraogo , Marta Avalos
WoM 2023 - 4th International World of Microbiome Conference, Oct 2023, Sofia, Bulgaria
Conference poster hal-04260931v1

The respiratory microbiota alpha-diversity in chronic lung diseases: a systematic review and meta-analysis

Marta Avalos , Thibaud Alin , Clémence Métayer , Rodolphe Thiébaut , Raphael Enaud
32nd European Congress of Clinical Microbiology and Infectious Diseases (ECCMID), Apr 2022, Lisboa, Portugal. 2022
Conference poster hal-03877313v1
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A simulation framework of high-dimensional phylogenetic microbiota data

Perrine Soret , Marta Fernandez Avalos , Laurence Delhaes , Rodolphe Thiébaut
29th International Biometric Conference, Jul 2018, Barcelone, Spain
Conference poster hal-01856324v1

High-dimensional longitudinal genomic data: a survey and evaluation of publicly available implementations of machine learning methods

Perrine Soret , Marta Fernandez Avalos , Rodolphe Thiébaut
Statistical Analysis of Massive Genomic Data, Nov 2015, Evry, France. , 2015
Conference poster hal-01253151v1

État de l’art des méthodes de pénalisation pour données répétées dans le temps

Perrine Soret , Marta Avalos
Journées MAS de la SMAI, Aug 2014, Toulouse, France.
Conference poster hal-01099367v1

État de l’art des méthodes de pénalisation pour données répétées dans le temps

Perrine Soret , Marta Fernandez Avalos
Bordeaux Computational Biology and Bioinformatics, 2014, Bordeaux, France
Conference poster hal-01578294v1
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Optimising criteria for manual smear review following automated blood count analysis: A machine learning approach

Marta Avalos , Hélène Touchais , Marcela Henríquez-Henríquez
Ajith Abraham, Hideyasu Sasaki, Ricardo Rios, Niketa Gandhi, Umang Singh, Kun Ma. Advances in Intelligent Systems and Computing, 1372, Springer, 2021, 978-3-030-73603-3. ⟨10.1007/978-3-030-73603-3_35⟩
Book sections hal-03085541v1
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De-identification of Emergency Medical Records in French: Survey and Comparison of State-of-the-Art Automated Systems

Loick Bourdois , Marta Avalos , Gabrielle Chenais , Frantz Thiessard , Philippe Revel
PROCEEDINGS OF FLAIRS-34 / Special Track: AI in Healthcare Informatics, 34, LibraryPress@UF, 2021, 2334-0762. ⟨10.32473/flairs.v34i1.128480⟩
Book sections hal-03241384v1
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Pre-Training a Neural Language Model Improves the Sample Efficiency of an Emergency Room Classification Model

Binbin Xu , Cédric Gil-Jardiné , Frantz Thiessard , Éric Tellier , Marta Avalos
Roman Barták, Eric Bell. Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, The AAAI Press, 2020, 978-1-57735-821-3
Book sections hal-02611917v1
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Modèles additifs parcimonieux

Marta Avalos
Autre [cs.OH]. Université de Technologie de Compiègne, 2004. Français. ⟨NNT : ⟩
Theses tel-00008802v1
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Contribution à la sélection de modèle via pénalisation Lasso en Épidémiologie

Marta Avalos Fernandez
Machine Learning [stat.ML]. Université de Bordeaux, 2018
Habilitation à diriger des recherches tel-01964508v1