Testing the treatment effect on competing causes of death in oncology clinical trials

por Rotolo, Federico, Michiels, Stefan
Publicado 2014

Robust estimation of the expected survival probabilities from high-dimensional Cox models with biomarker-by-treatment interactions in randomized clinical trials

por Ternès, Nils, Rotolo, Federico, Michiels, Stefan
Publicado 2017

Complex Disease Individual Molecular Characterization Using Infinite Sparse Graphical Independent Component Analysis

por Rincourt, Sarah-Laure, Michiels, Stefan, Drubay, Damien
Publicado 2022

Prediction of treatment benefit in high-dimensional cox models via gene signatures in randomized clinical trials

por Ternès, Nils, Rotolo, Federico, Heinze, Georg, Michiels, Stefan
Publicado 2015

Identification of biomarker‐by‐treatment interactions in randomized clinical trials with survival outcomes and high‐dimensional spaces

por Ternès, Nils, Rotolo, Federico, Heinze, Georg, Michiels, Stefan
Publicado 2016

An alternative trial-level measure for evaluating failure-time surrogate endpoints based on prediction error

por Belhechmi, Shaima, Michiels, Stefan, Paoletti, Xavier, Rotolo, Federico
Publicado 2019

Evaluating methods for Lasso selective inference in biomedical research: a comparative simulation study

por Kammer, Michael, Dunkler, Daniela, Michiels, Stefan, Heinze, Georg
Publicado 2022

CustOmics: A versatile deep-learning based strategy for multi-omics integration

por Benkirane, Hakim, Pradat, Yoann, Michiels, Stefan, Cournède, Paul-Henry
Publicado 2023

Accounting for grouped predictor variables or pathways in high-dimensional penalized Cox regression models

por Belhechmi, Shaima, Bin, Riccardo De, Rotolo, Federico, Michiels, Stefan
Publicado 2020

Bias and precision of methods for estimating the difference in restricted mean survival time from an individual patient data meta-analysis

por Lueza, Béranger, Rotolo, Federico, Bonastre, Julia, Pignon, Jean-Pierre, Michiels, Stefan
Publicado 2016

Erratum to: Bias and precision of methods for estimating the difference in restricted mean survival time from an individual patient data meta-analysis

por Lueza, Béranger, Rotolo, Federico, Bonastre, Julia, Pignon, Jean-Pierre, Michiels, Stefan
Publicado 2016

A two-stage drop-the-losers design for time-to-event outcome using a historical control arm

por Abbas, Rachid, Wason, James, Michiels, Stefan, Teuff, Gwénaёl Le
Publicado 2022

Favoring the hierarchical constraint in penalized survival models for randomized trials in precision medicine

por Belhechmi, Shaima, Le Teuff, Gwénaël, De Bin, Riccardo, Rotolo, Federico, Michiels, Stefan
Publicado 2023

Estimating causal effects of time-dependent exposures on a binary endpoint in a high-dimensional setting

por Asvatourian, Vahé, Coutzac, Clélia, Chaput, Nathalie, Robert, Caroline, Michiels, Stefan, Lanoy, Emilie
Publicado 2018

Evaluation of Treatment Effect with Paired Failure Times in a Single-Arm Phase II Trial in Oncology

por Texier, Matthieu, Rotolo, Federico, Ducreux, Michel, Bouché, Olivier, Pignon, Jean-Pierre, Michiels, Stefan
Publicado 2018

Individual-specific networks for prediction modelling – A scoping review of methods

por Gregorich, Mariella, Melograna, Federico, Sunqvist, Martina, Michiels, Stefan, Van Steen, Kristel, Heinze, Georg
Publicado 2022

Feasibility of developing reliable gene expression modules from FFPE derived RNA profiled on Affymetrix arrays

por Jose, Vinu, Fumagalli, Debora, Rothé, Françoise, Majjaj, Samira, Loi, Sherene, Michiels, Stefan, Sotiriou, Christos
Publicado 2018

A microsimulation model to assess the economic impact of immunotherapy in non-small cell lung cancer

por Legoupil, Clémence, Debieuvre, Didier, Marabelle, Aurelien, Michiels, Stefan, Kapso, Raïssa, Besse, Benjamin, Bonastre, Julia
Publicado 2020

A frequentist one-step model for a simple network meta-analysis of time-to-event data in presence of an effect modifier

por Faron, Matthieu, Blanchard, Pierre, Ribassin-Majed, Laureen, Pignon, Jean-Pierre, Michiels, Stefan, Le Teuff, Gwénaël
Publicado 2021

Towards understanding the breast cancer epigenome: a comparison of genome-wide DNA methylation and gene expression data

por Singhal, Sandeep K., Usmani, Nawaid, Michiels, Stefan, Metzger-Filho, Otto, Saini, Kamal S., Kovalchuk, Olga, Parliament, Matthew
Publicado 2015