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DNINFOA - SIA
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Born in Villavicencio, Colombia. Graduated from the Systems Engineering program of the Universidad de los Llanos in Villavicencio (2019). Master in Biomedical Engineering at the National University of Colombia (Bogotá Campus). Currently PhD Student of Engineering at University of Colombia (Bogotá Campus).
Caviedes, M., Cano, F., Becerra, D., Cruz-Roa, A., & Romero, E. (2023) "An automatic classification of metaplasia in gastric histopathology images" In 2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM) (pp. 1-4). IEEE.
Cano, F., Alvarez-Jimenez, C., Romero, E., & Cruz-Roa, A.. (2023) "Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation" In 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (pp. 1-5). IEEE.
Cano, F., Alvarez-Jimenez, C., Becerra, D., Siabatto, A., Cruz-Roa, A., & Romero, E. (2021) "A supervised subtype differentiation learning for building invariant features of non-small cell lung cancer in a latent space of a Variational Autoencoder" In 17th International Symposium on Medical Information Processing and Analysis (Vol. 12088, pp. 295-302). SPIE.
Fabian Cano, Angel Cruz-Roa, Eduardo Romero. (2022) "A Data-driven Representation Learning for Tumor Tissue Differentiation from Non-Small Cell Lung Cancer Histopathology Images" https://repositorio.unal.edu.co/handle/unal/84587
Fabian Cano, Eduardo Romero. (2025) "Quantifying and grading the amount and complexity of histological changes associated with cancer" PhD Thesis