Francisco Perdigón Romero

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction.
Medical Image Anal.
Mohamed El Amine Elforaici, Emmanuel Montagnon, Francisco Perdigón Romero, William Trung Le, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury
2020 J jnl
A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction.
CoRR
William Le, Francisco Perdigón Romero, Samuel Kadoury
2020 J jnl
Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach.
J. Digit. Imaging
Ahmad Maaref, Francisco Perdigón Romero, Emmanuel Montagnon, Milena Cerny, Bich Nguyen, Franck Vandenbroucke-Menu, Geneviève Soucy, Simon Turcotte, An Tang, Samuel Kadoury
2020 J jnl
Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks.
Medical Image Anal.
Liset Vázquez Romaguera, Rosalie Plantefève, Francisco Perdigón Romero, François Hébert, Jean-François Carrier, Samuel Kadoury
2020 J jnl
Spine intervertebral disc labeling using a fully convolutional redundant counting model.
CoRR
Lucas Rouhier, Francisco Perdigón Romero, Joseph Paul Cohen, Julien Cohen-Adad
2019 — conf
End-To-End Discriminative Deep Network For Liver Lesion Classification.
ISBI
Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury
2019 J jnl
End-to-End Discriminative Deep Network for Liver Lesion Classification.
CoRR
Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury
2019 J jnl
Multi-Level Batch Normalization In Deep Networks For Invasive Ductal Carcinoma Cell Discrimination In Histopathology Images.
CoRR
Francisco Perdigón Romero, An Tang, Samuel Kadoury
2019 — conf
Multi-Level Batch Normalization in Deep Networks for Invasive Ductal Carcinoma Cell Discrimination in Histopathology Images.
ISBI
Francisco Perdigón Romero, An Tang, Samuel Kadoury
2018 J jnl
Myocardial segmentation in cardiac magnetic resonance images using fully convolutional neural networks.
Biomed. Signal Process. Control.
Liset Vázquez Romaguera, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
2017 — conf
Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks.
Computer-Aided Diagnosis
Liset Vázquez Romaguera, Marly Guimarães Fernandes Costa, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho