Marta Avalos

124
Documents

Publications

Publications

Deposit thumbnail

Harnessing Moderate-Sized Language Models for Reliable Patient Data De-identification in Emergency Department Records: An Evaluation of Strategies and Performance

Océane Dorémus , Dylan Russon , Benjamin Contrand , Ariel Guerra-Adames , Marta Avalos-Fernandez et al.

JMIR AI, 2025, 4, pp.e57828. ⟨10.2196/57828⟩

Article dans une revue hal-04489355v2
Deposit thumbnail

Uncovering Judgment Biases in Emergency Triage: A Public Health Approach Based on Large Language Models

Ariel Guerra Adames , Marta Avalos , Océane Dorémus , Cédric Gil-Jardiné , Emmanuel Lagarde

Proceedings of Machine Learning Research, 2025, 259, pp.420-439

Article dans une revue hal-04846735v1
Deposit thumbnail

CRP under 130 mg/L rules out the diagnosis of Legionella pneumophila serogroup 1 (URINELLA Study)

Timothée Klopfenstein , Souheil Zayet , Samantha Poloni , Vincent Gendrin , Damien Fournier et al.

European Journal of Clinical Microbiology and Infectious Diseases, 2024, ⟨10.1007/s10096-024-04814-x⟩

Article dans une revue hal-04522802v1
Deposit thumbnail

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 et al.

JMIR AI, 2023, 2, pp.e40843. ⟨10.2196/40843⟩

Article dans une revue hal-03978442v1
Deposit thumbnail

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 et al.

Respiratory Research, 2022, 23 (214), ⟨10.1186/s12931-022-02132-4⟩

Article dans une revue hal-03762542v1
Deposit thumbnail

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 et al.

Injury Prevention, 2022, 28 (2), pp.6. ⟨10.1136/injuryprev-2020-044033⟩

Article dans une revue hal-03481699v2
Deposit thumbnail

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 et al.

Injury Epidemiology, 2021, 8 (1), ⟨10.1186/s40621-021-00343-9⟩

Article dans une revue hal-03313585v1
Deposit thumbnail

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 et al.

Journal of Clinical Medicine, 2021, 10 (16), pp.3725. ⟨10.3390/jcm10163725⟩

Article dans une revue hal-03328143v1
Deposit thumbnail

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 et al.

PLoS ONE, 2021, 16 (3), pp.e0248162. ⟨10.1371/journal.pone.0248162⟩

Article dans une revue hal-03241349v1
Deposit thumbnail

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 et al.

Scientific Reports, 2020, 10 (1), pp.3589. ⟨10.1038/s41598-020-60015-4⟩

Article dans une revue inserm-02497484v1
Deposit thumbnail

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⟩

Article dans une revue hal-02140472v1
Deposit thumbnail

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 et al.

Frontiers in Physiology, 2019, 10, ⟨10.3389/fphys.2019.00363⟩

Article dans une revue hal-02095063v1
Deposit thumbnail

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 et al.

PLoS ONE, 2019, 14 (1), pp.e0211118. ⟨10.1371/journal.pone.0211118⟩

Article dans une revue hal-02008499v1
Deposit thumbnail

SEIS: Insight’s Seismic Experiment for Internal Structure of Mars

P. Lognonné , W. Banerdt , D. Giardini , W. Pike , U. Christensen et al.

Space Science Reviews, 2019, 215 (1), ⟨10.1007/s11214-018-0574-6⟩

Article dans une revue hal-02188213v2
Deposit thumbnail

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⟩

Article dans une revue hal-03160825v2
Deposit thumbnail

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 et al.

PLoS Medicine, 2017, pp.1-19. ⟨10.1371/journal.pmed.1002347⟩

Article dans une revue hal-01577941v1
Deposit thumbnail

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⟩

Article dans une revue 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⟩

Article dans une revue hal-01099379v1
Deposit thumbnail

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⟩

Article dans une revue hal-01217312v1

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

Ludivine Orriols , Marta Avalos , Nicholas Moore , Pierre Philip , Bernard Delorme et al.

Accident Analysis & Prevention, 2014, 71, pp.137-43. ⟨10.1016/j.aap.2014.05.001⟩

Article dans une revue istex hal-01099306v1

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 et al.

Pharmacoepidemiology and Drug Safety, 2014, pp.140-51. ⟨10.1002/pds.3539⟩

Article dans une revue istex hal-01099301v1

Identifying Optimal Overload and Taper in Elite Swimmers over Time

Philippe Hellard , Marta Fernandez Avalos , Christophe Hausswirth , Pyne David , Jean-François Toussaint et al.

Journal of Sports Science and Medicine, 2013

Article dans une revue hal-01578223v1

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⟩

Article dans une revue istex hal-00742310v1
Deposit thumbnail

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 et al.

Journal of Biomechanics, 2012, 45 (3), pp.510-515. ⟨10.1016/j.jbiomech.2011.11.043⟩

Article dans une revue 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 et al.

Epidemiology, 2012, 23 (5), pp.706-712. ⟨10.1097/EDE.0b013e31825fa528⟩

Article dans une revue hal-00742317v1
Deposit thumbnail

Modeling the association between HR variability and illness in elite swimmers.

Philippe Hellard , Fanny Guimaraes , Marta Avalos , Nicolas Houel , Christophe Hausswirth et al.

Medicine and Science in Sports and Exercise, 2011, 43 (6), pp.1063-70. ⟨10.1249/MSS.0b013e318204de1c⟩

Article dans une revue inserm-00541526v1
Deposit thumbnail

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 et al.

Journal of Sports Sciences, 2008, 26 (1), pp.35-46. ⟨10.1080/02640410701332515⟩

Article dans une revue inserm-00149830v1
Deposit thumbnail

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⟩

Article dans une revue inserm-00149798v1
Deposit thumbnail

Assessing the limitations of the Banister model in monitoring training.

Philippe Null Hellard , Marta Avalos , Lucien Lacoste , Frédéric Barale , Jean-Claude Chatard et al.

Journal of Sports Sciences, 2006, 24 (5), pp.509-20. ⟨10.1080/02640410500244697⟩

Article dans une revue inserm-00149782v1
Deposit thumbnail

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 et al.

Journal of Strength and Conditioning Research, 2005, 19 (1), pp.67-75. ⟨10.1519/14853.1⟩

Article dans une revue inserm-00149779v1
Deposit thumbnail

Discrimination par modèles additifs parcimonieux

Marta Avalos , Yves Grandvalet , Christophe Ambroise

Revue dÍntelligence Artificielle, 2005, 19 (4-5), pp.661-682

Article dans une revue inserm-00149790v1
Deposit thumbnail

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⟩

Article dans une revue 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

Article dans une revue hal-01355242v1

Machine Learning for Compositional Microbiome Data to Predict a Clinical Outcome: Are Interpretable Methods Up to the Task?

Céline Hosteins , Marta Avalos , Diego Kauer , Cristian Meza , Laurence Delhaes et al.

ICPRS 2025 - IEEE 15th International Conference on Pattern Recognition Systems, IAPR and the IEEE Chile Section, University Adolfo Ibáñez (Viña del Mar, Chile) and the Chilean Association for Pattern Recognition, Dec 2025, Viña del Mar, Chile. ⟨10.1109/ICPRS66293.2025.11302842⟩

Communication dans un congrès hal-05377246v1

Données médicales synthétiques : État de l'art et enjeux de la génération automatique de données tabulaires et textuelles

Ariel Guerra Adames , Océane Dorémus , Marta Avalos , Emmanuelle Lagarde , Vianney Jouhet et al.

Dataquitaine 2025, Mar 2025, Talence, France

Communication dans un congrès hal-05334979v1

Can mortality prediction be enhanced integrating patient clinical and medical imaging data?

Lander Rodriguez-Idiazabal , Marta Avalos , Jose M. Quintana-Lopez , Irantzu Barrio

CEB 2025 - XX Conferencia Española de Bioestadística, Sociedad Española de Bioestadística (SEB), Sep 2025, Elche, Spain

Communication dans un congrès hal-05372878v1

Mixed effects models for longitudinal compositional data using the SAEM algorithm: Application to identifying respiratory microbiome-based predictive

John Barrera , Cristian Meza , Marta Avalos , Céline Hosteins , Susana Eyheramendy et al.

ISI 2025 - 65th ISI World Statistics Congress, International Statistical Institute, Oct 2025, Hague, Netherlands

Communication dans un congrès hal-05402381v1

Predicting Response to Cystic Fibrosis Modulators from Compositional Microbiome Data: A Comparison of Adapted Machine Learning Approaches

Céline Hosteins , Marta Avalos , Diego Kauer , Laurence Delhaes , Raphaël Enaud

CIBB 2025 - 20th conference on Computational Intelligence methods for Bioinformatics and Biostatistics, Data Science for Bioinformatics Lab, Politecnico de Milano, Italy, Sep 2025, Milan, Italy

Communication dans un congrès hal-05401017v1

Indoor Microbiome in Asthma: A Differential Abundance Framework Accounting for Zero-Inflation, Compositionality, Spatial Clustering, and Covariate Adjustment

Marta Avalos , John Barrera , Cristian Meza , Susana Eyheramendy , Raphaël Enaud et al.

CIBB 2025 - 20th conference on Computational Intelligence methods for Bioinformatics and Biostatistics, Data Science for Bioinformatics Lab, Politecnico de Milano, Italy, Sep 2025, Milan, Italy

Communication dans un congrès hal-05377271v1
Deposit thumbnail

Synthetic medical data generation: state of the art and application to trauma mechanism classification

Océane Doremus , Ariel Guerra-Adames , Marta Avalos-Fernandez , Vianney Jouhet , Cédric Gil-Jardiné et al.

CIBB 2025 - International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, Data Science for Bioinformatics Lab - Department of Electronics, Information and Bioengineering Politecnico di Milano, Sep 2025, Milan, Italy

Communication dans un congrès hal-05334858v1
Deposit thumbnail

Génération de données de santé synthétiques : état de l'art en vue de la classification des mécanismes des traumatismes

Ariel Guerra-Adames , Océane Dorémus , Marta Avalos , Vianney Jouhet , Emmanuel Lagarde et al.

RJCIA 2025 - Rencontres des Jeunes Chercheurs en Intelligence Artificielle - Plate-Forme Intelligence Artificielle (PFIA), AFIA - LIB - Université Bourgogne Europe, Jun 2025, Dijon, France

Communication dans un congrès hal-05334934v1
Deposit thumbnail

Balancing Predictive Performance and Explainability for Integrating Clinical, Biological, and Radiological Data in the Basque Country COVID-19 Cohort

Lander Rodriguez-Idiazabal , Marta Avalos , Dylan Russon , Irantzu Barrio , Jose M. Quintana-Lopez

ISI 2025 - 65th ISI World Statistics Congress, International Statistical Institute, Oct 2025, Hague, Netherlands

Communication dans un congrès hal-05385401v1

Transmettre l'art de faire équipe à nos étudiants en Santé Publique : Retour d'expérience sur l'alignement pédagogique

Marta Avalos , Valérie Kiewsky , Mélanie Plazy , Elise Verpillot , Erika Hierholzer

ETES 2024 - Enseigner les Transitions Écologiques et Sociales dans le Supérieur, 1point5, Jul 2024, Pessac, France

Communication dans un congrès hal-04644137v1

Challenges of Microbiome Data Analysis in Chronic Respiratory Disease Studies: Examples from Three French Studies

Marta Avalos , John Barrera , Cristian Meza , Susana Eyheramendy , Louise-Eva Vandenborght et al.

ICSDS 2024 - International Conference on Statistics and Data Science, Institute of Mathematical Statistics (IMS), Dec 2024, Nice, France

Communication dans un congrès hal-04846596v1

A Biostatistician in the Era of a Paradigm Shift Towards Data Science in Epidemiology

Marta Avalos

1st SMILE Workshop on Statistical Modeling, Nonparametric Inference, and Model Selection for Complex Data, Lisandro Fermin; Cristian Meza, Aug 2024, Valparaiso, Chile

Communication dans un congrès hal-04880198v1
Deposit thumbnail

Réflexions pour la conception d'un protocole expérimental de détection des biais dans le triage d'urgence hospitalière à l'aide de modèles de langage

Ariel Guerra-Adames , Marta Avalos , Dalia Cohen , Dylan Russon , Melissa Davids et al.

EvalLLM2024 - Atelier sur l'évaluation des modèles génératifs (LLM) et challence d'extraction d'information few-shot, AMIAD, Jul 2024, Toulouse, France

Communication dans un congrès hal-04678043v1

Optimisation des services des urgences hospitalières à l'aide de l'IA : une opportunité incontournable et un risque de systématisation des disparités de santé

Ariel Guerra-Adames , Marta Avalos , Emmanuel Lagarde

Dataquitaine 2024, Mar 2024, Talence (33), France

Communication dans un congrès hal-04546590v1
Deposit thumbnail

Detecting Human Bias in Emergency Triage Using LLMs: Literature Review, Preliminary Study, and Experimental Plan

Marta Avalos , Dalia Cohen , Dylan Russon , Melissa Davids , Océane Dorémus et al.

FLAIRS 2024 - 37th International Florida Artificial Intelligence Research Society Conference, The Florida Artificial Intelligence Research Society, May 2024, Miramar Beach, United States. pp.6

Communication dans un congrès hal-04575557v1
Deposit thumbnail

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

Communication dans un congrès hal-04173057v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-04098447v1
Deposit thumbnail

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⟩

Communication dans un congrès hal-03682871v1
Deposit thumbnail

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

Communication dans un congrès hal-03691034v1
Deposit thumbnail

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

Communication dans un congrès hal-03872624v1

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

Communication dans un congrès hal-03482036v1
Deposit thumbnail

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 et al.

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

Communication dans un congrès hal-03276129v1
Deposit thumbnail

Traitement automatique des résumés de passages aux urgences : focus sur la désidentification

Loïck Bourdois , Marta Avalos , Gabrielle Chenais , Benjamin Contrand , Cédric Gil-Jardiné et al.

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

Communication dans un congrès hal-03276124v1
Deposit thumbnail

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

Communication dans un congrès hal-03085426v1
Deposit thumbnail

Classification automatique du langage de données du service hospitalier des urgences

Binbin Xu , Loïck Bourdois , Cédric Gil-Jardine , Eric Tellier , Frantz Thiessard et al.

3e Journée Dataquitaine : IA, RO et Data Science, Feb 2020, Talence, France

Communication dans un congrès hal-02615327v1

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

Communication dans un congrès hal-03133078v1
Deposit thumbnail

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

Communication dans un congrès hal-01964484v1
Deposit thumbnail

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 et al.

DIGITAL HEALTH 2018 - 8th International Digital Health Conference, Apr 2018, Lyon, France

Communication dans un congrès hal-01782964v1
Deposit thumbnail

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

Communication dans un congrès hal-01945508v1
Deposit thumbnail

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 et al.

The 13th World Conference on Injury Prevention and Safety Promotion (Safety 2018), Nov 2018, Bangkok, Thailand

Communication dans un congrès hal-01945586v1
Deposit thumbnail

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

Communication dans un congrès hal-01667295v1

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

Communication dans un congrès 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 et al.

23rd Australian Statistical Conference , Dec 2016, Canberra, Australia

Communication dans un congrès hal-01396372v1

Exploring variable selection in additive mixed effects models using group lasso

Marta Fernandez Avalos , Perrine Soret , Cristian Meza , Karine Bertin , Hao Ren et al.

23rd Australian Statistical Conference, Statistical Society of Australia (SSA), Dec 2016, Canberra, Australia

Communication dans un congrès hal-01396767v1

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

Communication dans un congrès hal-01396378v1
Deposit thumbnail

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

Communication dans un congrès hal-01396802v1
Deposit thumbnail

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

Communication dans un congrès 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 et al.

3rd conference of the International Society for Non-Parametric Statistics (ISNPS), The International Society for NonParametric Statistics (ISNPS), Jun 2016, Avignon, France

Communication dans un congrès hal-01396366v1

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

Communication dans un congrès hal-01253141v1

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

Communication dans un congrès hal-01578293v1

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

Communication dans un congrès 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

Communication dans un congrès hal-01253156v1

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

Perrine Soret , Marta Avalos

Troisièmes rencontres R, Jun 2014, Montpellier, France

Communication dans un congrès hal-01099337v1

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

Communication dans un congrès hal-01099320v1

Ventilatory, metabolic and kinematic responses in sprint versus distance swimmers

Philippe Hellard , Pierre-Marie Leprêtre , Marta Avalos , Ludovic Seifert , Jean-François Toussaint et al.

XIIth International Symposium on Biomechanics and Medicine in Swimming, Apr 2014, Canberra, Australia

Communication dans un congrès hal-01099378v1

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

Communication dans un congrès 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

Communication dans un congrès hal-01099313v1

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

Perrine Soret , Marta Avalos

GdR Statistique et Santé, Oct 2014, Toulouse, France

Communication dans un congrès hal-01099331v1

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

Communication dans un congrès hal-01099344v1

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

Communication dans un congrès hal-01578263v1

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

Communication dans un congrès hal-01578291v1
Deposit thumbnail

clogitLasso: an R package for L1 penalized estimation of conditional logistic regression models

Marta Avalos , Hélène Pouyes

1ères Rencontres R, Jul 2012, Bordeaux, France

Communication dans un congrès hal-00717505v1
Deposit thumbnail

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

Communication dans un congrès inserm-00585748v1
Deposit thumbnail

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

Communication dans un congrès inserm-00541753v1
Deposit thumbnail

Sélection de variables avec lasso dans la régression logistique conditionnelle

Marta Avalos

41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France

Communication dans un congrès inria-00386756v1
Deposit thumbnail

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

Communication dans un congrès inserm-00541537v1
Deposit thumbnail

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

Communication dans un congrès inserm-00402434v1
Deposit thumbnail

Parsimonious additive logistic models

Marta Avalos

First Workshop of the ERCIM Working Group on Computing & Statistics, Jun 2008, Neuchâtel, Switzerland. page 56

Communication dans un congrès inserm-00402444v1
Deposit thumbnail

Pénalisation l1 pour les MAG

Marta Avalos , Yves Grandvalet , Christophe Ambroise

2005, pp.25.1

Communication dans un congrès inserm-00149856v1
Deposit thumbnail

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

Communication dans un congrès inserm-00149852v1
Deposit thumbnail

Généralisation du lasso aux modèles additifs

Marta Avalos , Yves Grandvalet , Christophe Ambroise

2004, pp.83

Communication dans un congrès inserm-00149858v1
Deposit thumbnail

Penalized additive logistic regression for cardiovascular risk prediction

Marta Avalos , Yves Grandvalet , Christophe Ambroise

2004, pp.301

Communication dans un congrès inserm-00149854v1
Deposit thumbnail

Regularization methods for additive models

Marta Avalos , Yves Grandvalet , Christophe Ambroise

2003, pp.509-520

Communication dans un congrès inserm-00149855v1

Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators

Marta Avalos , Céline Hosteins , Diego Kauer , Chloé Renault , Raphaël Enaud et al.

46th Annual Conference of the International Society for Clinical Biostatistics, Aug 2025, Basel, Switzerland

Poster de conférence hal-05377184v1
Deposit thumbnail

Predicting Non-Response to Cystic Fibrosis Modulators from Microbiota Using Standard and Custom Machine Learning

Diego Kauer , Céline Hosteins , Marta Avalos , Laurence Delhaes , Raphaël Enaud

JOBIM 2025 - Journées Ouvertes Biologie Informatique Mathématiques, Jul 2025, Bordeaux, France

Poster de conférence hal-05337115v1
Deposit thumbnail

Serious Games to Address Cognitive Bias and Patient Flow in Emergency Departments

Marta Avalos , Nadia Elorga-Castagnet , Dylan Russon , Florian Larrue , Cédric Gil-Jardiné

The 5th ENLIGHT Teaching & Learning Conference 2025 - Playfulness for the Future of Higher Education, Oct 2025, Uppsala, Sweden

Poster de conférence hal-05334672v2
Deposit thumbnail

Exploring Interaction Networks of Indoor Environmental Microbiome and Mycobiome in Asthmatic and Healthy Subjects: Insights from the COBRA-ENV 2 Study

Louise-Eva Vandenborght , Marta Avalos , Camila Labarca , Vishwa Elankumaran , Raphaël Enaud et al.

IUMS 2024 - International Union of Microbiological Societies, Oct 2024, Firenze, Italy

Poster de conférence hal-04755097v1
Deposit thumbnail

AI-Driven Emergency Patient Flow Optimization is Both an Unmissable Opportunity and a Risk of Systematizing Health Disparities

Dylan Russon , Marta Avalos , Ariel Guerra-Adames , Cédric Gil-Jardiné , Emmanuel Lagarde

Doug Talbert; Soon Ae Chun. FLAIRS-37 2024 - 37th International FLAIRS Conference, May 2024, Miramar Beach, United States. LibraryPress@UF; FLVC Library Services, Proceedings of FLAIRS-37, May 19-21, Sandestin Beach, FL, 37, pp.4, 2024, ⟨10.32473/flairs.37⟩

Poster de conférence hal-04575571v1
Deposit thumbnail

The Teamwork Art in Public Health: a Qualitative Study.

Pauline Arnal , Charlène Cochet , Arthur Fergelot , Lucie Sébastien , Ana Rivadeneyra et al.

The 4th ENLIGHT Teaching and Learning Conference at TARTU 2024, Oct 2024, Tartu, Estonia

Poster de conférence hal-04731734v1
Deposit thumbnail

Uncovering Judgment Biases in Emergency Triage: A Public Health Approach Based on Large Language Models

Ariel Guerra Adames , Marta Avalos , Océane Dorémus , Cédric Gil-Jardiné , Emmanuel Lagarde

ML4H 2024 - Machine Learning for Health Symposium, Dec 2024, Vancoucer, Canada.

Poster de conférence hal-04846696v1
Deposit thumbnail

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

Poster de conférence hal-04260888v1
Deposit thumbnail

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

Poster de conférence hal-04260931v1
Deposit thumbnail

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 et al.

WoM 2023 - 4th International World of Microbiome Conference, Oct 2023, Sofia, Bulgaria

Poster de conférence hal-04260986v1
Deposit thumbnail

Developing Autonomy through an Entrepreneurial Project

Lucie Sebastien , Marta Avalos

ENLIGHT Teaching and Learning Conference 2023 -Empowering students for tomorrow, Oct 2023, Bordeaux, France

Poster de conférence hal-04243910v1

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 et al.

32nd European Congress of Clinical Microbiology and Infectious Diseases (ECCMID), Apr 2022, Lisboa, Portugal. 2022

Poster de conférence hal-03877313v1
Deposit thumbnail

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

Poster de conférence 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

Poster de conférence hal-01253151v1

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

Poster de conférence hal-01578294v1

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.

Poster de conférence hal-01099367v1
Deposit thumbnail

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 et al.

PROCEEDINGS OF FLAIRS-34 / Special Track: AI in Healthcare Informatics, 34, LibraryPress@UF, 2021, 2334-0762. ⟨10.32473/flairs.v34i1.128480⟩

Chapitre d'ouvrage hal-03241384v1
Deposit thumbnail

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⟩

Chapitre d'ouvrage hal-03085541v1
Deposit thumbnail

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 et al.

Roman Barták, Eric Bell. Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, The AAAI Press, 2020, 978-1-57735-821-3

Chapitre d'ouvrage hal-02611917v1

Competition analysis in swimming: inter- and intra-individual variability of stroking parameters management

D. Simbana , P. Hellard , Marta Avalos Fernandez , L. Seifert

Sport Science: Current and Future Trends for Performance Optimization, ESECS/IPLeiria, 2018, 978-989-8797-19-3

Chapitre d'ouvrage hal-03192968v1
Deposit thumbnail

Modèles additifs parcimonieux

Marta Avalos

Autre [cs.OH]. Université de Technologie de Compiègne, 2004. Français. ⟨NNT : ⟩

Thèse tel-00008802v1