Fabián Cano

According to our database, Fabián Cano authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

Towards deep-learning based detection and quantification of intestinal metaplasia on digitized gastric biopsies: a multi-expert comparative study.

Fabián Cano, Mauricio Caviedes, Andres Siabatto, Jesus Villarreal, Jose Miguel Quijano, Álvaro Bedoya-Urresta, Marino Coral Bedoya, Yomaira Yepez Caicedo, Angel Cruz-Roa, Fabio A. González, Satish E. Viswanath, Eduardo Romero

CoRR, September, 2025

CAMIL-A Class Activation Mapping Integrated with MIL-Attention.

David Cordoba, Fabián Cano, Javier Revelo-Fuelagán, Eduardo Romero

Proceedings of the 21st International Symposium on Biomedical Image Processing and Analysis, 2025

Automatic Stratification of Gastric Intestinal Metaplasia by a Latent Continuous Representation.

Fabián Cano, Mauricio Caviedes, Ruben Acosta, Fabio A. González, Eduardo Romero

Proceedings of the 21st International Symposium on Biomedical Image Processing and Analysis, 2025

Semantic Segmentation of Tissue in Histopathological Breast Cancer Images Using a U-Net.

Johan Albarracin, Fabián Cano, Angel Cruz-Roa

Proceedings of the 21st International Symposium on Biomedical Image Processing and Analysis, 2025

Uncertainty Quantification for Metaplasia Detection in Gastrointestinal Histopathology Images.

Ruben Acosta-Velasquez, Fabián Cano, Eduardo Romero, Fabio A. González

Proceedings of the 21st International Symposium on Biomedical Image Processing and Analysis, 2025

2024

Revisiting JPEG2000 for Efficient and Adaptable Virtual Microscopy.

Marcela Iregui, Fabián Cano, Bayron Ortiz, Charlems Álvarez Jimenez, Eduardo Romero, Jorge Victorino

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

2023

An automatic classification of metaplasia in gastric histopathology images.

Mauricio Caviedes, Fabián Cano, David Becerra, Angel Cruz-Roa, Eduardo Romero

Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer images.

Johan Albarracin, Fabián Cano, Eduardo Romero, Angel Cruz-Roa

Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation.

Fabián Cano, Charlems Álvarez Jimenez, Eduardo Romero, Angel Cruz-Roa

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023