Roger Trullo

According to our database, Roger Trullo authored at least 14 papers between 2015 and 2023.

Collaborative distances:

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

2023

RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification.

Etienne Pochet, Rami Maroun, Roger Trullo

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Clinical Trial Histology Image Based End-to-End Biomarker Expression Levels Prediction and Visualization Using Constrained GANs.

Wei Zhao, Bozhao Qi, Yichen Li, Roger Trullo, Elham Attieh, Anne-Laure Bauchet, Qi Tang, Etienne Pochet

Proceedings of the Applications of Medical Artificial Intelligence, 2023

2022

Image Translation Based Nuclei Segmentation for Immunohistochemistry Images.

Roger Trullo, Quoc Anh Bui, Qi Tang, Reza Olfati-Saber

Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022

2021

Descriptive Modeling of Textiles using FE Simulations and Deep Learning.

Arturo Mendoza, Roger Trullo, Yanneck Wielhorski

CoRR, 2021

2020

Corrections to "Medical Image Synthesis With Deep Convolutional Adversarial Networks".

Dong Nie, Roger Trullo, Jun Lian, Li Wang, Caroline Petitjean, Su Ruan, Qian Wang, Dinggang Shen

IEEE Trans. Biomed. Eng., 2020

2018

Medical Image Synthesis with Deep Convolutional Adversarial Networks.

Dong Nie, Roger Trullo, Jun Lian, Li Wang, Caroline Petitjean, Su Ruan, Qian Wang, Dinggang Shen

IEEE Trans. Biomed. Eng., 2018

2017

Joint Segmentation of Multiple Thoracic Organs in CT Images with Two Collaborative Deep Architectures.

Roger Trullo, Caroline Petitjean, Dong Nie, Dinggang Shen, Su Ruan

Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Segmentation of Craniomaxillofacial Bony Structures from MRI with a 3D Deep-Learning Based Cascade Framework.

Dong Nie, Li Wang, Roger Trullo, Jianfu Li, Peng Yuan, James J. Xia, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Medical Image Synthesis with Context-Aware Generative Adversarial Networks.

Dong Nie, Roger Trullo, Jun Lian, Caroline Petitjean, Su Ruan, Qian Wang, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Segmentation of Organs at Risk in thoracic CT images using a SharpMask architecture and Conditional Random Fields.

Roger Trullo, Caroline Petitjean, Su Ruan, Bernard Dubray, Dong Nie, Dinggang Shen

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Fully automated esophagus segmentation with a hierarchical deep learning approach.

Roger Trullo, Caroline Petitjean, Dong Nie, Dinggang Shen, Su Ruan

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

2016

Medical Image Synthesis with Context-Aware Generative Adversarial Networks.

Dong Nie, Roger Trullo, Caroline Petitjean, Su Ruan, Dinggang Shen

CoRR, 2016

Interactive Definition and Tuning of One-Class Classifiers for Document Image Classification.

Nathalie Girard, Roger Trullo, Sabine Barrat, Nicolas Ragot, Jean-Yves Ramel

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015

Detecting Human Falls: A Vision-FSM Approach.

Roger Trullo, Duber Martinez

Proceedings of the Computer Analysis of Images and Patterns, 2015