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  1. Does the IL-6/KL-6 ratio distinguish different phenotypes in COVID-19 Acute Respiratory Distress Syndrome? An observational study stemmed from prospectively derived clinical, biological, and computed tomographic data

    Article • PLOS One, May 2025, PLOS

    Professor Frederic Bertrand

  2. Sensitivity analysis of stochastic simulator in the case of sales date prediction

    Article • January 2025, American Institute of Physics

    Professor Frederic Bertrand

  3. Confidence interval determination using discrete event simulations for real estate sales case

    Article • January 2025, American Institute of Physics

    Professor Frederic Bertrand

  4. Bayesian Network structure learning algorithm for highly missing and non imputable data: Application to breast cancer radiotherapy data

    Article • Artificial Intelligence in Medicine, January 2024, Elsevier

    Professor Frederic Bertrand

  5. Human Body Shapes Anomaly Detection and Classification Using Persistent Homology

    Article • Algorithms, March 2023, MDPI AG

    Professor Frederic Bertrand

  6. How visual attention span and phonological skills contribute to N170 print tuning: An EEG study in French dyslexic students

    Article • Brain and Language, November 2022, Elsevier

    Professor Frederic Bertrand

  7. Identify malfunctions and their possible causes using rules, application to process mining

    Article • November 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Frederic Bertrand

  8. Accounting for multiple imputation-induced variability for differential analysis in mass spectrometry-based label-free quantitative proteomics

    Article • PLoS Computational Biology, August 2022, PLOS

    Professor Frederic Bertrand

  9. The MHC class I MICA gene is a histocompatibility antigen in kidney transplantation

    Article • Nature Reports Stem Cells, March 2022, Springer Science + Business Media

    Professor Frederic Bertrand

  10. Fitting and Cross-Validating Cox Models to Censored Big Data With Missing Values Using Extensions of Partial Least Squares Regression Models

    Article • Frontiers in Big Data, November 2021, Frontiers

    Professor Frederic Bertrand

  11. New Developments in Sparse PLS Regression

    Article • Frontiers in Applied Mathematics and Statistics, July 2021, Frontiers

    Professor Frederic Bertrand

  12. Temporal multiomic modeling reveals a B-cell receptor proliferative program in chronic lymphocytic leukemia

    Article • Leukemia, April 2021, Springer Science + Business Media

    Professor Frederic Bertrand

  13. Combining label‐free and label‐based accurate quantifications with SWATH‐MS: Comparison with SRM and PRM for the evaluation of bovine muscle type effects

    Article • PROTEOMICS, March 2021, Wiley

    Professor Frederic Bertrand

  14. selectBoost: a general algorithm to enhance the performance of variable selection methods

    Article • Bioinformatics, October 2020, Oxford University Press (OUP)

    Professor Frederic Bertrand

  15. Compatibility at amino acid position 98 of MICB reduces the incidence of graft-versus-host disease in conjunction with the CMV status

    Article • British Journal of Pharmacology, April 2020, Springer Science + Business Media

    Professor Frederic Bertrand

  16. A Core Proliferative Program Induced By B-Cell Receptor Stimulation in Chronic Lymphocytic Leukemia Cells

    Article • Blood, November 2019, American Society of Hematology

    Professor Frederic Bertrand

  17. Determining the number of components in PLS regression on incomplete data set

    Article • Statistical Applications in Genetics and Molecular Biology, November 2019, De Gruyter

    Professor Frederic Bertrand

  18. Multi-omics dataset to decipher the complexity of drug resistance in diffuse large B-cell lymphoma

    Article • Scientific Reports, January 2019, Springer Science + Business Media

    Professor Frederic Bertrand

  19. BCR-associated factors driving chronic lymphocytic leukemia cells proliferation ex vivo

    Article • Scientific Reports, January 2019, Springer Science + Business Media

    Professor Frederic Bertrand

  20. Oral Presentations

    Article • HLA, May 2017, Wiley

    Professor Frederic Bertrand

  21. Matching for the nonconventional MHC-I MICA gene significantly reduces the incidence of acute and chronic GVHD

    Article • Blood, October 2016, American Society of Hematology

    Professor Frederic Bertrand

  22. A new universal resample-stable bootstrap-based stopping criterion for PLS component construction

    Article • Statistics and Computing, September 2016, Springer Science + Business Media

    Professor Frederic Bertrand

  23. A New Bootstrap-Based Stopping Criterion in PLS Components Construction

    Article • January 2016, Springer Science + Business Media

    Professor Frederic Bertrand

  24. Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data

    Article • Bioinformatics, October 2014, Oxford University Press (OUP)

    Professor Frederic Bertrand

  25. Cascade: a R package to study, predict and simulate the diffusion of a signal through a temporal gene network

    Article • Bioinformatics, December 2013, Oxford University Press (OUP)

    Professor Frederic Bertrand

  26. Effect of continuous positive airway pressure treatment on short-term memory performance over 24h of sustained wakefulness in patients with obstructive sleep apnea–hypopnea syndrome

    Article • Sleep Medicine, October 2013, Elsevier

    Professor Frederic Bertrand

  27. Reverse-engineering the genetic circuitry of a cancer cell with predicted intervention in chronic lymphocytic leukemia

    Article • Proceedings of the National Academy of Sciences, December 2012, Proceedings of the National Academy of Sciences

    Professor Frederic Bertrand

  28. Effect of continuous positive airway pressure treatment on the subsequent EEG spectral power and sleepiness over sustained wakefulness in patients with obstructive sleep apnea–hypopnea syndrome

    Article • Clinical Neurophysiology, May 2011, Elsevier

    Professor Frederic Bertrand

  29. Behavioural Adjustment in Response to Increased Predation Risk: A Study in Three Duck Species

    Article • PLOS One, April 2011, PLOS

    Professor Frederic Bertrand

  30. Short-term memory performances during sustained wakefulness in patients with obstructive sleep apnea–hypopnea syndrome

    Article • Brain and Cognition, February 2011, Elsevier

    Professor Frederic Bertrand

  31. Algebraic Methods in Statistics and Probability II

    Article • January 2010, American Mathematical Society (AMS)

    Professor Henry P Wynn, Professor Frederic Bertrand

  32. Assessing phytoplankton structure and spatio-temporal dynamics in a freshwater ecosystem using a powerful multiway statistical analysis

    Article • Water Research, July 2009, Elsevier

    Professor Frederic Bertrand

  33. -invariance faible et isovariance en planification expérimentale

    Article • Comptes Rendus Mathématique, January 2009, Elsevier

    Professor Frederic Bertrand

  34. Problèmes de construction de type polynomial II – Quelques résultats d'existence de plans sphériques isovariants exacts

    Article • Comptes Rendus Mathématique, December 2008, Elsevier

    Professor Frederic Bertrand

  35. Problèmes de construction de type polynomial I – Caractérisations polynomiales des propriétés usuelles d'un plan

    Article • Comptes Rendus Mathématique, November 2008, Elsevier

    Professor Frederic Bertrand

  36. Chronic food shortage and seasonal modulations of daily torpor and locomotor activity in the grey mouse lemur (Microcebus murinus)

    Article • AJP Regulatory Integrative and Comparative Physiology, June 2008, American Physiological Society

    Professor Frederic Bertrand

  37. A Characterization of Grapevine Trunk Diseases in France from Data Generated by the National Grapevine Wood Diseases Survey

    Article • Phytopathology, May 2008, Scientific Societies

    Professor Frederic Bertrand

  38. Social play in crested and japanese macaques: Testing the covariation hypothesis

    Article • Developmental Psychobiology, January 2008, Wiley

    Professor Frederic Bertrand

  39. Développements d'Edgeworth de deux estimateurs d'une proportion de mesures

    Article • Comptes Rendus Mathématique, October 2007, Elsevier

    Professor Frederic Bertrand