Benoit Schmauch

According to our database, Benoit Schmauch authored at least 6 papers between 2018 and 2025.

Collaborative distances:

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

2025

Towards Comprehensive Cellular Characterisation of H&E slides.

Benjamin Adjadj, Pierre-Antoine Bannier, Guillaume Horent, Sebastien Mandela, Aurore Lyon, Kathryn Schutte, Ulysse Marteau, Valentin Gaury, Laura Dumont, Thomas Mathieu, MOSAIC consortium, Reda Belbahri, Benoit Schmauch, Eric Durand, Katharina von Loga, Lucie Gillet

CoRR, August, 2025

Multimodal machine learning models enhance outcome prediction in intrahepatic cholangiocarcinoma.

Eliott Brion, Valérie Ducret, Naaz Nasar, Benoît Sauty, Sarah McIntyre, Remo Alessandris, Carlie S. Sigel, Mala Jain, Umeshkumar K. Bhanot, Jordana Ray-Kirton, Joachim Silber, Caroline Hoffmann, Charles Maussion, Jayasree Chakraborty, Benoit Schmauch, William R. Jarnagin

Comput. Biol. Medicine, 2025

2024

CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images.

Thiziri Nait Saada, Valentina Di Proietto, Benoit Schmauch, Katharina von Loga, Lucas Fidon

Proceedings of the MICCAI Workshop on Computational Pathology, 2024

2021

Self-supervised learning improves dMMR/MSI detection from histology slides across multiple cancers.

Charlie Saillard, Olivier Dehaene, Tanguy Marchand, Olivier Moindrot, Aurélie Kamoun, Benoit Schmauch, Simon Jégou

Proceedings of the MICCAI Workshop on Computational Pathology, 2021

2018

Speech Emotion Recognition with Data Augmentation and Layer-wise Learning Rate Adjustment.

Caroline Etienne, Guillaume Fidanza, Andrei Petrovskii, Laurence Devillers, Benoit Schmauch

CoRR, 2018

CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation.

Caroline Etienne, Guillaume Fidanza, Andrei Petrovskii, Laurence Devillers, Benoit Schmauch

Proceedings of the 2018 Workshop on Speech, Music and Mind, 2018