Journals

July 2024
Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images
Josué Ruano-Balseca, Martín Gómez, Eduardo Romero, Antoine Manzanera
Published in: Computerized Medical Imaging and Graphics
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24 May 2024
Engineered feature embeddings meet deep learning: A novel strategy to improve bone marrow cell classification and model transparency
Jonathan Tarquino, Jhonathan Rodríguez, David Becerra, Lucia Roa-Peña, Eduardo Romero
Published in: Journal of Pathology Informatics
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29 January 2024
An exploration of structural brain differences in Autism Spectrum Disorders: A multi-parcellation and multi-age analysis
Jully Gonzalez, Nicolas Munera, Charlems Alvarez, Nelson Velasco, Eduardo Romero
Published in: Biomedical Signal Processing and Control
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9 January 2024
Data distillation in computational pathology by choosing few representants of the original variance: a use case in ovarian cancer
Jennifer Salguero, Prateek Prasanna, German Corredor, Angel Cruz-Roa, David Becerra, Eduardo Romero
Published in: Expert Systems with Applications
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11 August 2023
Intra-nucleus mosaic pattern (InMop) and whole-cell Haralick combined-descriptor for identifying and characterizing acute leukemia blasts on single cell peripheral blood images
Jonathan Tarquino, Sara Arabyarmohammadi, Rafael Enrique Tejada, Anant Madabhushi, Eduardo Romero
Published in: Cytometry Part A
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18 April 2023
Removing non-nuclei information from histopathological images: A preprocessing step towards improving nuclei segmentation methods
Ricardo Moncayo, Anne L. Martel, Eduardo Romero
Published in: Journal of Pathology Informatics
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Conferences

02 February 2024
Automatic Endoscopy Classification by fusing Depth estimations and image Information
Diego Bravo, Josué Ruano, María Jaramillo, Sebastián Medina, Martin Gómez, Fabio González, Eduardo Romero
Accepted in: 2024 IEEE 21th International Symposium on Biomedical Imaging (ISBI)
02 February 2024
Estimating polyp size from a single colonoscopy image using a shape-from-shading model
Josue Ruano, Diego Bravo, Diana Giraldo, Martín Gomez, Fabio Gonzalez, Antoine Manzanera, Eduardo Romero
Accepted in: 2024 IEEE 21st IEEE International Symposium on Biomedical Imaging (ISBI)
09 February 2024
Predicting Metaplasia in upper gastrointestinal images from white light endoscopy
María Jaramillo, Diego Bravo, Martín Gómez, Fabio González, Eduardo Romero
Accepted in: 2024 IEEE 21st IEEE International Symposium on Biomedical Imaging (ISBI)
02 February 2024
Finding Out and Quantifying Nuclei Differences in Metaplasic Gastric Glands and Surrounding Nuclei
Ricardo Moncayo, Maria Jaramillo, Leidy Molano, David Cordoba, David Becerra, Javier Revelo, Martin Gomez, Fabio Gonzalez, Eduardo Romero
Accepted in: 2024 IEEE 21th International Symposium on Biomedical Imaging (ISBI)
01 January 2024
Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis
Diego Bravo, Sebastian Medina, Josué Ruano, María Jaramillo, Martín Gómez, Fabio A. González, Eduardo Romero
Published in: 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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01 January 2024
Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy Procedures
María Jaramillo, Josué Ruano, Diego Bravo, Sebastian Medina, Martín Gómez, Fabio A. González, Eduardo Romero
Published in: 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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01 January 2024
Generating synthetic endoscopy videos following a systematic screening protocol
Josué Ruano, Diego Bravo, María Jaramillo, Martin Gómez, Javier Pascau, Fabio González, Eduardo Romero
Published in: 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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01 January 2024
An automatic classification of metaplasia in gastric histopathology images
Mauricio Caviedes, Fabian Cano, David Becerra, Angel Cruz-Roa, Eduardo Romero
Published in: 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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01 January 2024
UltraCytomic: A cross-scale exploration to improve risk estimation of the malignant thyroid nodule
Jonathan Tarquino, Angela Duque, Gina Sanchez, Andres Siabatto, Jose Miguel Quijano, David Becerra, Alejandro Vega, Eduardo Romero
Published in: 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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01 January 2024
Exploring ADHD anatomic patterns by a multiresolution curvelet analysis
Jully Gonzalez, Jonnathan Tarquino, Eduardo Romero
Published in: 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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01 September 2023
Automatic classification of esophagogastroduodenoscopy sub-anatomical regions
Diego Bravo, Josué Ruano, María Jaramillo, Daniel Gallego, Martín Gómez, Fabio A. González and Eduardo Romero
Published in: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
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01 October 2023
A One-Class Variational Autoencoder (OCVAE) Cascade for Classifying Atypical Bone Marrow Cell Sub-types
Jonathan Tarquino, Jhonathan Rodriguez, Charlems Alvarez-Jimenez, Eduardo Romero
Published in: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023)
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01 September 2023
Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation
Fabian Cano, Charlems Alvarez-Jimenez, Eduardo Romero, Angel Cruz-Roa
Published in: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
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06 March 2023
Unsupervised white blood cell characterization in the latent space of a variational autoencoder
Jonathan Tarquino, Eduardo Romero
Published in: 18th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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Software

2023
Network for Research, Technological Development and Innovation in Digital Pathology (RedPat)
Universidad Nacional de Colombia, Universidad de los Llanos
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