Stefan Michiels

According to our database, Stefan Michiels authored at least 15 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

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

BMC Bioinform., December, 2023

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

Hakim Benkirane, Yoann Pradat, Stefan Michiels, Paul-Henry Cournède

PLoS Comput. Biol., March, 2023

2022

A non-parametric Bayesian joint model for latent individual molecular profiles and survival in oncology.

Sarah-Laure Rincourt, Stefan Michiels, Damien Drubay

J. Bioinform. Comput. Biol., 2022

Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis.

Hakim Benkirane, Maria Vakalopoulou, Stergios Christodoulidis, Ingrid-Judith Garberis, Stefan Michiels, Paul-Henry Cournède

Proceedings of the Machine Learning for Health, 2022

2020

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

Shaima Belhechmi, Riccardo De Bin, Federico Rotolo, Stefan Michiels

BMC Bioinform., 2020

Integrating expert's knowledge constraint of time dependent exposures in structure learning for Bayesian networks.

Vahé Asvatourian, Philippe Leray, Stefan Michiels, Emilie Lanoy

Artif. Intell. Medicine, 2020

Self-supervised Nuclei Segmentation in Histopathological Images Using Attention.

Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

On the Use of Neural Networks with Censored Time-to-Event Data.

Elvire Roblin, Paul-Henry Cournède, Stefan Michiels

Proceedings of the Mathematical and Computational Oncology, 2020

2018

surrosurv: An R package for the evaluation of failure time surrogate endpoints in individual patient data meta-analyses of randomized clinical trials.

Federico Rotolo, Xavier Paoletti, Stefan Michiels

Comput. Methods Programs Biomed., 2018

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

Matthieu Texier, Federico Rotolo, Michel Ducreux, Olivier Boucher, Jean-Pierre Pignon, Stefan Michiels

Comput. Math. Methods Medicine, 2018

biospear: an R package for biomarker selection in penalized Cox regression.

Nils Ternès, Federico Rotolo, Stefan Michiels

Bioinform., 2018

A benchmark study of scoring methods for non-coding mutations.

Damien Drubay, Daniel Gautheret, Stefan Michiels

Bioinform., 2018

2015

A Dual Model for Prioritizing Cancer Mutations in the Non-coding Genome Based on Germline and Somatic Events.

Jia Li, Marie-Anne Poursat, Damien Drubay, Arnaud Motz, Zohra Saci, Antonin Morillon, Stefan Michiels, Daniel Gautheret

PLoS Comput. Biol., 2015

2005

Bias in the estimation of false discovery rate in microarray studies.

Yudi Pawitan, Karuturi R. Krishna Murthy, Stefan Michiels, Alexander Ploner

Bioinform., 2005

False discovery rate, sensitivity and sample size for microarray studies.

Yudi Pawitan, Stefan Michiels, Serge Koscielny, Arief Gusnanto, Alexander Ploner

Bioinform., 2005