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Fabián Cano
Observed names:
Fabian Cano,
Fabian Cano-Ramirez
Institution:
Universidad Nacional de Colombia
Observed institutions:
Universidad de los Llanos,
Universidad Nacional de Colombia
OpenAlex ID:
A5046258017
An exploratory study of one-shot learning using Siamese convolutional neural network for histopathology image classification in breast cancer from few data examples
2020
·
Fabian Cano
, Angel Cruz-Roa
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
·
9
A comparative analysis of sensitivity of convolutional neural networks for histopathology image classification in breast cancer
2018
·
Angel A. Cruz Roa
, Anant Madabhushi
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
·
5
Towards deep-learning based detection and quantification of intestinal metaplasia on digitized gastric biopsies: a multi-expert comparative study
2026
·
Fabian Cano
, Mauricio Caviedes
, et al.
·
Scientific Reports
·
4
PDF
A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer images
2023
·
Johan Albarracin
, Fabián Cano
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
·
3
An automatic classification of metaplasia in gastric histopathology images
2023
·
Mauricio Caviedes
, Fabian Cano
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
·
2
Semantic Segmentation of Tissue in Histopathological Breast Cancer Images Using a U-Net
2025
·
Johan Albarracin
, Fabian Cano
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
·
1
Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation
2023
·
Fabian Cano
, Charlems Alvarez-Jimenez
, et al.
·
IEEE International Symposium on Biomedical Imaging (ISBI)
·
1
Abstract A069: Interpretable frequency-domain multiple-instance learning for survival prediction of pancreatic ductal adenocarcinoma
2026
·
Fabian Cano
, Juan Malagón
, et al.
·
Cancer Research
From Binary to Continuous: Learning to Continuously Quantify Histopathological Patterns from Binary Labeled Images
2026
·
Ruben Acosta-Velasquez
, Fabian Cano
, et al.
·
IEEE International Symposium on Biomedical Imaging (ISBI)
Uncertainty Quantification for Metaplasia Detection in Gastrointestinal Histopathology Images
2025
·
Ruben Acosta-Velasquez
, Fabian Cano
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
Automatic Stratification of Gastric Intestinal Metaplasia by a Latent Continuous Representation
2025
·
Fabian Cano
, Mauricio Caviedes
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
CAMIL-A Class Activation Mapping Integrated with MIL-Attention
2025
·
David Córdoba-Vargas
, Fabian Cano
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
Characterization of complete and incomplete Gastric Intestinal Metaplasia (GIM) by a hamiltonian approach
2025
·
Juan S. Celis-Arámbula
, Fabian Cano-Ramirez
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
Revisiting JPEG2000 for Efficient and Adaptable Virtual Microscopy
2024
·
Marcela Iregui
, Fabian Cano
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
A supervised subtype differentiation learning for building invariant features of non-small cell lung cancer in a latent space of a Variational Autoencoder
2021
·
Fabian Cano
, Charlens Alvarez-Jimenez
, et al.
·
International Symposium on Medical Information Processing and Analysis (SIPAIM)
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Works count:
15
Citation count:
25
H-index:
3
I10-index:
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