Stefan Michiels

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 14

Top Topics

Nonrigid Registration

Histopathological Images

Survival Analysis

Top Venues

PLoS Comput. Biol.

Publications

Shaima Belhechmi, Gwénaël Le Teuff, Riccardo De Bin, Federico Rotolo, Stefan Michiels
Favoring the hierarchical constraint in penalized survival models for randomized trials in precision medicine. BMC Bioinform. 24 (1) (2023)
Hakim Benkirane, Yoann Pradat, Stefan Michiels, Paul-Henry Cournède
CustOmics: A versatile deep-learning based strategy for multi-omics integration. PLoS Comput. Biol. 19 (3) (2023)
Sarah-Laure Rincourt, Stefan Michiels, Damien Drubay
A non-parametric Bayesian joint model for latent individual molecular profiles and survival in oncology. J. Bioinform. Comput. Biol. 20 (5) (2022)
Hakim Benkirane, Yoann Pradat, Stefan Michiels, Paul-Henry Cournède
CustOmics: A versatile deep-learning based strategy for multi-omics integration. CoRR (2022)
Hakim Benkirane, Maria Vakalopoulou, Stergios Christodoulidis, Ingrid-Judith Garberis, Stefan Michiels, Paul-Henry Cournède
Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis. ML4H@NeurIPS (2022)
Shaima Belhechmi, Riccardo De Bin, Federico Rotolo, Stefan Michiels
Accounting for grouped predictor variables or pathways in high-dimensional penalized Cox regression models. BMC Bioinform. 21 (1) (2020)
Vahé Asvatourian, Philippe Leray, Stefan Michiels, Emilie Lanoy
Integrating expert's knowledge constraint of time dependent exposures in structure learning for Bayesian networks. Artif. Intell. Medicine 107 (2020)
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou
Self-supervised Nuclei Segmentation in Histopathological Images Using Attention. MICCAI (5) (2020)
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou
Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention. CoRR (2020)
Elvire Roblin, Paul-Henry Cournède, Stefan Michiels
On the Use of Neural Networks with Censored Time-to-Event Data. ISMCO (2020)
Nils Ternès, Federico Rotolo, Stefan Michiels
biospear: an R package for biomarker selection in penalized Cox regression. Bioinform. 34 (1) (2018)
Federico Rotolo, Xavier Paoletti, Stefan Michiels
surrosurv: An R package for the evaluation of failure time surrogate endpoints in individual patient data meta-analyses of randomized clinical trials. Comput. Methods Programs Biomed. 155 (2018)
Damien Drubay, Daniel Gautheret, Stefan Michiels
A benchmark study of scoring methods for non-coding mutations. Bioinform. 34 (10) (2018)
Matthieu Texier, Federico Rotolo, Michel Ducreux, Olivier Boucher, Jean-Pierre Pignon, Stefan Michiels
Evaluation of Treatment Effect with Paired Failure Times in a Single-Arm Phase II Trial in Oncology. Comput. Math. Methods Medicine 2018 (2018)
Jia Li, Marie-Anne Poursat, Damien Drubay, Arnaud Motz, Zohra Saci, Antonin Morillon, Stefan Michiels, Daniel Gautheret
A Dual Model for Prioritizing Cancer Mutations in the Non-coding Genome Based on Germline and Somatic Events. PLoS Comput. Biol. 11 (11) (2015)
Yudi Pawitan, Stefan Michiels, Serge Koscielny, Arief Gusnanto, Alexander Ploner
False discovery rate, sensitivity and sample size for microarray studies. Bioinform. 21 (13) (2005)
Yudi Pawitan, Karuturi R. Krishna Murthy, Stefan Michiels, Alexander Ploner
Bias in the estimation of false discovery rate in microarray studies. Bioinform. 21 (20) (2005)