Sébastien Gilbert

According to our database, Sébastien Gilbert authored at least 8 papers between 2006 and 2026.

Collaborative distances:

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

2026

Localization-aware chest X-ray classification via segmentation and gradient-based attention.

Yaning Wu, Nathalie Japkowicz, Sébastien Gilbert, Roberto Corizzo

Data Min. Knowl. Discov., August, 2026

2025

Validation of automated paper screening for esophagectomy systematic review using large language models.

Rashi Ramchandani, Eddie Guo, Esra Rakab, Jharna Rathod, Jamie Strain, William Klement, Risa Shorr, Erin Williams, Daniel Jones, Sébastien Gilbert

PeerJ Comput. Sci., 2025

2024

Attention-Based Medical Knowledge Injection in Deep Image Classification Models.

Yaning Wu, Nathalie Japkowicz, Sébastien Gilbert, Roberto Corizzo

Proceedings of the International Joint Conference on Neural Networks, 2024

2022

The validation of chest tube management after lung resection surgery using a random forest classifier.

William Klement, Sébastien Gilbert, Virginia F. Resende, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz

Int. J. Data Sci. Anal., 2022

LSTM-based Pulmonary Air Leak Forecasting for Chest Tube Management.

Roberto Corizzo, Rodrigo Yepez-Lopez, Sébastien Gilbert, Nathalie Japkowicz

Proceedings of the IEEE International Conference on Big Data, 2022

2020

A Cost Skew Aware Predictive System for Chest Drain Management.

Nicholas J. Denis, Danny French, Sébastien Gilbert, Nathalie Japkowicz

Proceedings of the Advances in Artificial Intelligence, 2020

2019

Chest Tube Management After Lung Resection Surgery using a Classifier.

William Klement, Sébastien Gilbert, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2006

Robust object pose estimation from feature-based stereo.

Robert Laganière, Sébastien Gilbert, Gerhard Roth

IEEE Trans. Instrum. Meas., 2006