Boris P. Hejblum

14 papers A* 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Overcoming Barriers to Computational Reproducibility.
CoRR
Roman Hornung, László Németh, Oleksandr Zadorozhny, Theresa Ullmann, Michael Kammer, Rebecca Killick, Christopher J. Paciorek, Julien Chiquet, Moritz Herrmann, Lucija Batinovíc, Rickard Carlsson, Pierre Neuvial, Boris P. Hejblum, Julia Wrobel, Anne-Laure Boulesteix, Karsten Tabelow
2025 J jnl
Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data.
CoRR
Doudou Zhou, Han Tong, Linshanshan Wang, Suqi Liu, Xin Xiong, Ziming Gan, Romain Griffier, Boris P. Hejblum, Yun-Chung Liu, Chuan Hong, Clara-Lea Bonzel, Tianrun Cai, Kevin Pan, Yuk-Lam Ho, Lauren Costa, Vidul Ayakulangara Panickan, John Michael Gaziano, Kenneth D. Mandl, Vianney Jouhet, Rodolphe Thiébaut, Zongqi Xia, Kelly Cho, Katherine P. Liao, Tianxi Cai
2024 — conf
Optimizing Reservoir Computing with Genetic Algorithm for High-Dimensional SARS-CoV-2 Hospitalization Forecasting: Impacts of Genetic Algorithm Hyperparameters on Feature Selection and Reservoir Computing Hyperparameter Tuning.
EA
Thomas Ferté, Dan Dutartre, Boris P. Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Xavier Hinaut, Pierrick Legrand
2024 J jnl
Post-clustering difference testing: Valid inference and practical considerations with applications to ecological and biological data.
Comput. Stat. Data Anal.
Benjamin Hivert, Denis Agniel, Rodolphe Thiébaut, Boris P. Hejblum
2024 A* conf
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast.
ICML
Thomas Ferté, Dan Dutartre, Boris P. Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Pierrick Legrand, Xavier Hinaut
2021 J jnl
ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.
J. Am. Medical Informatics Assoc.
Harrison G. Zhang, Boris P. Hejblum, Griffin M. Weber, Nathan P. Palmer, Susanne E. Churchill, Peter Szolovits, Shawn N. Murphy, Katherine P. Liao, Isaac S. Kohane, Tianxi Cai
2021 J jnl
Automatic phenotyping of electronical health record: PheVis algorithm.
J. Biomed. Informatics
Thomas Ferté, Sébastien Cossin, Thierry Schaeverbeke, Thomas Barnetche, Vianney Jouhet, Boris P. Hejblum
2021 J jnl
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models.
J. Artif. Intell. Res.
Cédric Colas, Boris P. Hejblum, Sébastien Rouillon, Rodolphe Thiébaut, Pierre-Yves Oudeyer, Clément Moulin-Frier, Mélanie Prague
2021 J jnl
Robust and Efficient Optimization Using a Marquardt-Levenberg Algorithm with R Package marqLevAlg.
R J.
Viviane Philipps, Boris P. Hejblum, Mélanie Prague, Daniel Commenges, Cécile Proust-Lima
2020 J jnl
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models.
CoRR
Cédric Colas, Boris P. Hejblum, Sébastien Rouillon, Rodolphe Thiébaut, Pierre-Yves Oudeyer, Clément Moulin-Frier, Mélanie Prague
2019 J jnl
Benefits of dimension reduction in penalized regression methods for high-dimensional grouped data: a case study in low sample size.
Bioinform.
Soufiane Ajana, Niyazi Acar, Lionel Bretillon, Boris P. Hejblum, Hélène Jacqmin-Gadda, Cécile Delcourt
2018 J jnl
PheProb: probabilistic phenotyping using diagnosis codes to improve power for genetic association studies.
J. Am. Medical Informatics Assoc.
Jennifer A. Sinnott, Fiona Cai, Sheng Yu, Boris P. Hejblum, Chuan Hong, Isaac S. Kohane, Katherine P. Liao
2016 J jnl
Group and sparse group partial least square approaches applied in genomics context.
Bioinform.
Benoît Liquet, Pierre Lafaye de Micheaux, Boris P. Hejblum, Rodolphe Thiébaut
2015 J jnl
Time-Course Gene Set Analysis for Longitudinal Gene Expression Data.
PLoS Comput. Biol.
Boris P. Hejblum, Jason Skinner, Rodolphe Thiébaut