Francisco Perdigón Romero

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 10

Top Topics

Convolutional Neural Networks

Histopathology Images

Outcome Prediction

Top Venues

Biomed. Signal Process. Control.

Medical Image Anal.

Publications

Liset Vázquez Romaguera, Rosalie Plantefève, Francisco Perdigón Romero, François Hébert, Jean-François Carrier, Samuel Kadoury
Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. Medical Image Anal. 64 (2020)
William Le, Francisco Perdigón Romero, Samuel Kadoury
A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction. CoRR (2020)
Lucas Rouhier, Francisco Perdigón Romero, Joseph Paul Cohen, Julien Cohen-Adad
Spine intervertebral disc labeling using a fully convolutional redundant counting model. CoRR (2020)
Ahmad Maaref, Francisco Perdigón Romero, Emmanuel Montagnon, Milena Cerny, Bich Nguyen, Franck Vandenbroucke-Menu, Geneviève Soucy, Simon Turcotte, An Tang, Samuel Kadoury
Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach. J. Digit. Imaging 33 (4) (2020)
Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury
End-to-End Discriminative Deep Network for Liver Lesion Classification. CoRR (2019)
Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury
End-To-End Discriminative Deep Network For Liver Lesion Classification. ISBI (2019)
Francisco Perdigón Romero, An Tang, Samuel Kadoury
Multi-Level Batch Normalization In Deep Networks For Invasive Ductal Carcinoma Cell Discrimination In Histopathology Images. CoRR (2019)
Francisco Perdigón Romero, An Tang, Samuel Kadoury
Multi-Level Batch Normalization in Deep Networks for Invasive Ductal Carcinoma Cell Discrimination in Histopathology Images. ISBI (2019)
Liset Vázquez Romaguera, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Myocardial segmentation in cardiac magnetic resonance images using fully convolutional neural networks. Biomed. Signal Process. Control. 44 (2018)
Liset Vázquez Romaguera, Marly Guimarães Fernandes Costa, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho
Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2017)