Automatic segmentation and measurement of axons in microscopic images. - Olivier Cuisenaire; Eduardo Romero 001; Claude Veraart; Benoît Macq (Image Processing, 1999)

Registration of transcranial magnetic stimulation, a visualization tool for brain functions. - Quentin Noirhomme; Eduardo Romero 001; Olivier Cuisenaire; Matthieu Ferrant; Yves Vandermeeren; Etienne Olivier; Benoît Macq (DSP, 2002)

Distributed genetic algorithm for subtraction radiography. - Gabriel Mañana; Fabio A. González 001; Eduardo Romero 001 (GECCO Workshops, 2005)

A Grid Computing Approach to Subtraction Radiography. - Gabriel Mañana; Eduardo Romero 001; Fabio A. González 001 (ICIP, 2006)

Virtual Microscopy Using JPEG2000. - Francisco Gómez 002; Marcela Iregui; Eduardo Romero 001 (CAIP, 2007)

Automatic Clump Splitting for Cell Quantification in Microscopical Images. - Gloria Díaz; Fabio A. González 001; Eduardo Romero 001 (CIARP, 2007)

Infected Cell Identification in Thin Blood Images Based on Color Pixel Classification: Comparison and Analysis. - Gloria Díaz; Fabio A. González 001; Eduardo Romero 001 (CIARP, 2007)

Content-Based Medical Image Retrieval Using Low-Level Visual Features and Modality Identification. - Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (CLEF, 2007)

Optimized HLOD Refinement Driven by Hardware Occlusion Queries. - Jean Pierre Charalambos; Jirí Bittner; Michael Wimmer 001; Eduardo Romero 001 (ISVC (1), 2007)

Design of a Medical Image Database with Content-Based Retrieval Capabilities. - Juan C. Caicedo; Fabio A. González 001; Edwin Triana; Eduardo Romero 001 (PSIVT, 2007)

A Fast Mesh Deformation Method for Neuroanatomical Surface Inflated Representations. - Andrea Rueda; Álvaro Perea; Daniel Rodríguez-Pérez; Eduardo Romero 001 (PSIVT, 2007)

Fluid Flow Measurement in Thermographic Video Sequences by Wavelet-Multiresolution Optical Flow Estimation. - Hugo Franco; Álvaro Perea; Eduardo Romero 001; Daniel Rodríguez (ACIVS, 2008)

A Semantic Content-Based Retrieval Method for Histopathology Images. - Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (AIRS, 2008)

A flexible OLAP query model for a telemedicine system. - Alexander Salamanca; Francisca Rojas; Tanya Romero; Eduardo Romero 001 (EATIS, 2008)

A flexible web oriented telehealth platform using a RIM-HL7 based model. - César Sánchez 003; Edwin Triana; Eduardo Romero 001 (EATIS, 2008)

Recognition and Quantification of Area Damaged by Oligonychus Perseae in Avocado Leaves. - Gloria Díaz; Eduardo Romero 001; Juan R. Boyero; Norberto Malpica (CIARP, 2009)

Texture Characterization Using a Curvelet Based Descriptor. - Francisco Gómez 002; Eduardo Romero 001 (CIARP, 2009)

Partial Volume Estimation of Brain Cortex from MRI Using Topology-Corrected Segmentation. - Andrea Rueda; Oscar Acosta; Pierrick Bourgeat; Jurgen Fripp; Erik Bonner; Nicholas D. H. Dowson; Michel Couprie; Eduardo Romero 001; Olivier Salvado (ISBI, 2009)

Finding regions of interest in pathological images: an attentional model approach. - Francisco Gómez 002; Julio Villalón; Ricardo Gutiérrez; Eduardo Romero 001 (Computer-Aided Diagnosis, 2009)

A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images. - Gloria Díaz; Fabio A. González 001; Eduardo Romero 001 (J. Biomed. Informatics, 2009)

The Effect of the Normalization Strategy on Voxel-Based Analysis of DTI Images: A Pattern Recognition Based Assessment. - Gloria Díaz; Gonzalo Pajares; Eduardo Romero 001; Juan Alvarez-Linera; Eva López; Juan Antonio Hernández Tamames; Norberto Malpica (Brain Informatics, 2010)

Histopathological Image Classification Using Stain Component Features on a pLSA Model. - Gloria Díaz; Eduardo Romero 001 (CIARP, 2010)

Automatic BI-RADS Description of Mammographic Masses. - Fabián R. Narváez; Gloria Díaz; Eduardo Romero 001 (Digital Mammography / IWDM, 2010)

Breast Masses Classification using a Sparse Representation. - Fabián R. Narváez; Andrea Rueda; Eduardo Romero 001 (MIAD, 2011)

Multi-view information fusion for automatic BI-RADS description of mammographic masses. - Fabián R. Narváez; Gloria Díaz; Eduardo Romero 001 (Computer-Aided Diagnosis, 2011)

A distributed architecture for a loosely coupled virtual microscopy system. - César Sánchez 003; Eduardo Romero 001 (Computer-Aided Diagnosis, 2011)

Histology Image Indexing Using a Non-negative Semantic Embedding. - Jorge A. Vanegas; Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (MCBR-CDS, 2011)

Pathology Classification of Gait Human Gestures. - Fabio Martínez; Juan Carlos León; Eduardo Romero 001 (VISAPP, 2011)

Content-based histopathology image retrieval using a kernel-based semantic annotation framework. - Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (J. Biomed. Informatics, 2011)

Multiresolution Reconstruction for Cone-Beam Tomography from Raw Data Projections Using 3D Ridgelets. - Francisco Gómez 002; Cristina Santa Marta; Eduardo Romero 001 (J. Digit. Imaging, 2011)

Rotation invariant texture characterization using a curvelet based descriptor. - Francisco Gómez 002; Eduardo Romero 001 (Pattern Recognit. Lett., 2011)

Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images. - Andrea Rueda; John Edison Arevalo Ovalle; Angel Cruz-Roa; Eduardo Romero 001; Fabio A. González 001 (CIARP, 2012)

A 3D Physics-based Model to Simulate Normal and Pathological Gait Patterns. - Christian Cifuentes; Fabio Martínez; Eduardo Romero 001 (GRAPP/IVAPP, 2012)

Breast Mass Classification Using Orthogonal Moments. - Fabián R. Narváez; Eduardo Romero 001 (Digital Mammography / IWDM, 2012)

Local jet features and statistical models in a hybrid Bayesian framework for prostate estimation in CBCT images. - Fabio Martínez; Oscar Acosta; Renaud de Crevoisier; Eduardo Romero 001 (Computer-Aided Diagnosis, 2012)

A content-based retrieval of mammographic masses using the curvelet descriptor. - Fabián R. Narváez; Gloria Díaz; Francisco Gómez 002; Eduardo Romero 001 (Computer-Aided Diagnosis, 2012)

A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides. - Angel Cruz-Roa; Fabio A. González 001; Joseph Galaro; Alexander R. Judkins; David Ellison; Jennifer Baccon; Anant Madabhushi; Eduardo Romero 001 (MICCAI (1), 2012)

Architectural Model for Visualization of High Definition Images on Mobile Devices. - Germán Corredor; Daniel Martínez; Eduardo Romero 001; Marcela Iregui (SIGMAP, 2012)

A Robust Background Subtraction Algorithm using the a ∑-∆ Estimation - Applied to the Visual Analysis of Human Motion. - Juan Carlos León; Fabio Martínez; Eduardo Romero 001 (VISAPP (1), 2012)

A Novel Right Ventricle Segmentation Approach from Local Spatio-temporal MRI Information. - Angélica Maria Atehortúa Labrador; Fabio Martínez; Eduardo Romero Castro (CIARP (2), 2013)

Classification of Alzheimer's disease using regional saliency maps from brain MR volumes. - Andrea Pulido; Andrea Rueda; Eduardo Romero 001 (Computer-Aided Diagnosis, 2013)

Flexible Architecture for Streaming and Visualization of Large Virtual Microscopy Images. - Germán Corredor; Marcela Iregui; Viviana Arias; Eduardo Romero 001 (MCV, 2013)

An adaptive image representation learned from data for cervix cancer tumor detection. - Angel Cruz-Roa; Eduardo Romero 001; Fabio A. González 001 (Digital Pathology, 2013)

Learning semantic histopathological representation for basal cell carcinoma classification. - Ricardo Gutiérrez; Andrea Rueda; Eduardo Romero 001 (Digital Pathology, 2013)

Super-resolution in cardiac MRI using a Bayesian approach. - Nelson Fernando Velasco Toledo; Andrea Rueda; Cristina Santa Marta; Eduardo Romero 001 (Image Processing, 2013)

Discovering Regional Pathological Patterns in Brain MRI. - Andrea Pulido; Andrea Rueda; Eduardo Romero 001; Norberto Malpica (PRNI, 2013)

Shape Inflation with an Adapted Laplacian Operator for Hybrid Quad/Triangle Meshes. - Alexander Pinzon; Eduardo Romero 001 (SIBGRAPI, 2013)

Single-image super-resolution of brain MR images using overcomplete dictionaries. - Andrea Rueda; Norberto Malpica; Eduardo Romero 001 (Medical Image Anal., 2013)

Representing activities with layers of velocity statistics for multiple human action recognition in surveillance applications. - Fabio Martínez; Antoine Manzanera; Eduardo Romero 001 (Video Surveillance and Transportation Imaging Applications, 2014)

Shearlet-based sparse representation for super-resolution in diffusion weighted imaging (DWI). - Jonathan Tarquino; Andrea Rueda; Eduardo Romero 001 (ICIP, 2014)

A multiscale/sparse representation for Diffusion Weighted Imaging (DWI) super-resolution. - Jonathan Tarquino; Andrea Rueda; Eduardo Romero 001 (ISBI, 2014)

A discriminant multi-scale histopathology descriptor using dictionary learning. - David Romo; Juan D. García-Arteaga; Pablo Arbeláez; Eduardo Romero 001 (Digital Pathology, 2014)

Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases. - Andrea Rueda; Fabio A. González 001; Eduardo Romero 001 (IEEE Trans. Medical Imaging, 2014)

A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF). - Ricardo Moncayo; David Romo-Bucheli; Eduardo Romero 001 (CIARP, 2015)

Learning histopathological regions of interest by fusing bottom-up and top-down information. - Germán Corredor; Eduardo Romero 001 (ICIP, 2015)

Identifying histological concepts on basal cell carcinoma images using nuclei based sampling and multi-scale descriptors. - David Romo-Bucheli; Ricardo Moncayo; Angel Cruz-Roa; Eduardo Romero 001 (ISBI, 2015)

An unsupervised feature learning framework for basal cell carcinoma image analysis. - John Edison Arevalo Ovalle; Angel Cruz-Roa; Viviana Arias; Eduardo Romero 001; Fabio A. González 001 (Artif. Intell. Medicine, 2015)

Estimating the size of polyps during actual endoscopy procedures using a spatio-temporal characterization. - Fabio Martínez; Josué Ruano; Martín Gómez; Eduardo Romero 001 (Comput. Medical Imaging Graph., 2015)

An adaptable navigation strategy for Virtual Microscopy from mobile platforms. - Germán Corredor; Eduardo Romero 001; Marcela Iregui (J. Biomed. Informatics, 2015)

Slice correspondence estimation using SURF descriptors and context-based search for prostate whole-mount histology MRI registration. - Lina Guzman; Frederic Commandeur; Oscar Acosta; Antoine Simon; Alain Fautrel; Nathalie Rioux-Leclercq; Eduardo Romero 001; Romain Mathieu; Renaud de Crevoisier (EMBC, 2016)

Finding regional models of the Alzheimer disease by fusing information from neuropsychological tests and structural MR images. - Diana L. Giraldo; Juan D. García-Arteaga; Eduardo Romero 001 (Computer-Aided Diagnosis, 2016)

Automated tubule nuclei quantification and correlation with oncotype DX risk categories in ER+ breast cancer whole slide images. - David Romo-Bucheli; Andrew Janowczyk; Eduardo Romero 001; Hannah Gilmore; Anant Madabhushi (Digital Pathology, 2016)

Automatic segmentation of 4D cardiac MR images for extraction of ventricular chambers using a spatio-temporal approach. - Angélica Maria Atehortúa Labrador; Maria A. Zuluaga; Sébastien Ourselin; Diana Giraldo; Eduardo Romero 001 (Image Processing, 2016)

Multi-channel non-invasive fetal electrocardiography detection using wavelet decomposition. - Javier Almeida; Josué Ruano; Germán Corredor; David Romo-Bucheli; José Ricardo Navarro-Vargas; Eduardo Romero 001 (SIPAIM, 2017)

Gaussian mixture models for detection of autism spectrum disorders (ASD) in magnetic resonance imaging. - Javier Almeida; Nelson F. Velasco; Charlens Álvarez Jimenez; Eduardo Romero 001 (SIPAIM, 2017)

Fusion of 4D echocardiography and cine cardiac magnetic resonance volumes using a salient spatio-temporal analysis. - Angélica Atehortúa; Mireille Garreau; Eduardo Romero 001 (SIPAIM, 2017)

Detection of the default mode network by an anisotropic analysis. - Aura Forero; Eduardo Romero 001 (SIPAIM, 2017)

A lymphocyte spatial distribution graph-based method for automated classification of recurrence risk on lung cancer images. - Juan D. García-Arteaga; Germán Corredor; Xiangxue Wang; Vamsidhar Velcheti; Anant Madabhushi; Eduardo Romero 001 (SIPAIM, 2017)

Quantifying cognition and behavior in normal aging, mild cognitive impairment, and Alzheimer's disease. - Diana L. Giraldo; Jan Sijbers; Eduardo Romero 001 (SIPAIM, 2017)

Cerebral palsy characterization by estimating ocular motion. - Jully González; Angélica Atehortúa; Ricardo Moncayo; Eduardo Romero 001 (SIPAIM, 2017)

Scoring nuclear pleomorphism using a visual BoF modulated by a graph structure. - Ricardo Moncayo-Martínez; David Romo-Bucheli; Viviana Arias; Eduardo Romero 001 (SIPAIM, 2017)

Quantifying stimulus-response rehabilitation protocols by auditory feedback in Parkinson's disease gait pattern. - Gustavo Pineda; Angélica Atehortúa; Marcela Iregui; Juan D. García-Arteaga; Eduardo Romero 001 (SIPAIM, 2017)

Characterizing brain patterns in conversion from mild cognitive impairment (MCI) to Alzheimer's disease. - Santiago S. Silva R.; Diana L. Giraldo; Eduardo Romero 001 (SIPAIM, 2017)

Quantifying gait patterns in Parkinson's disease. - Mónica Romero; Angélica Atehortúa; Eduardo Romero 001 (SIPAIM, 2017)

Detection of MRI artifacts produced by intrinsic heart motion using a saliency model. - Jennifer Salguero; Nelson F. Velasco; Eduardo Romero 001 (SIPAIM, 2017)

A sparse representation of the pathologist's interaction with whole slide images to improve the assigned relevance of regions of interest. - Daniel Santiago; Germán Corredor; Eduardo Romero 001 (SIPAIM, 2017)

Quantifying expert diagnosis variability when grading tumor-infiltrating lymphocytes. - Paula Toro; Germán Corredor; Xiangxue Wang; Viviana Arias; Vamsidhar Velcheti; Anant Madabhushi; Eduardo Romero 001 (SIPAIM, 2017)

An automatic BI-RADS description of mammographic masses by fusing multiresolution features. - Fabián R. Narváez; Gloria Díaz; Cesar Poveda; Eduardo Romero 001 (Expert Syst. Appl., 2017)

Spatio-temporal multi-scale motion descriptor from a spatially-constrained decomposition for online action recognition. - Fabio Martínez; Antoine Manzanera; Eduardo Romero 001 (IET Comput. Vis., 2017)

Characterizing Architectural Distortion in Mammograms by Linear Saliency. - Fabián R. Narváez; Jorge Alvarez; Juan D. García-Arteaga; Jonathan Tarquino; Eduardo Romero 001 (J. Medical Syst., 2017)

Automatic Left Ventricle Quantification in Cardiac MRI via Hierarchical Refinement of High-Level Features by a Salient Perceptual Grouping Model. - Angélica Atehortúa; Mireille Garreau; David Romo-Bucheli; Eduardo Romero 001 (STACOM@MICCAI, 2018)

An Automatic Segmentation of Gland Nuclei in Gastric Cancer Based on Local and Contextual Information. - Cristian Barrera; Germán Corredor; Sunny Alfonso; Andrés Mosquera; Eduardo Romero 001 (SaMBa@MICCAI, 2018)

A Web-Based Telepathology Framework for Collaborative Work of Pathologists to Support Teaching and Research in Latin America. - Darwin Díaz; Germán Corredor; Eduardo Romero 001; Angel Cruz-Roa (SaMBa@MICCAI, 2018)

Ocular Control Characterization of Motor Disabilities: The Cerebral Palsy Case. - Jully González; Angélica Atehortúa; Ricardo Moncayo; Eduardo Romero 001 (SaMBa@MICCAI, 2018)

Autism Spectrum Disorders (ASD) Characterization in Children by Decomposing MRI Brain Regions with Zernike Moments. - Nicolás Múnera; Javier Almeida; Charlems Álvarez Jimenez; Nelson F. Velasco; Eduardo Romero 001 (SaMBa@MICCAI, 2018)

A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images. - Germán Corredor; Xiangxue Wang; Cheng Lu 001; Vamsidhar Velcheti; Eduardo Romero 001; Anant Madabhushi (Digital Pathology, 2018)

Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI. - Charlems Álvarez Jimenez; Cristian Barrera; Nicolás Múnera; Satish E. Viswanath; Eduardo Romero 001 (EMBC, 2019)

Localization of Small Neoplastic Lesions in Colonoscopy by Estimating Edge, Texture and Motion Saliency. - Josué Ruano; Cristian Barrera; Diego Bravo; Martín Gómez; Eduardo Romero 001 (EMBC, 2019)

Tele-Pathology: A Use Case In Colombia. - Charlems Álvarez Jimenez; Germán Corredor; Diana Giraldo; Eduardo Romero 001 (ISBI, 2019)

Learning Basal Cell Carcinoma Patterns by Fusing Pathologists' WSI Navigations and Graph-Based Centrality Features. - Germán Corredor; Juan D. García-Arteaga; Viviana Arias; Eduardo Romero 001 (ISBI, 2019)

Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. - Santiago Silva 001; Boris A. Gutman; Eduardo Romero 001; Paul M. Thompson; André Altmann; Marco Lorenzi (ISBI, 2019)

STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI. - Jacob Antunes; Zhouping Wei; Charlems Álvarez Jimenez; Eduardo Romero 001; Marwa Ismail; Anant Madabhushi; Pallavi Tiwari; Satish E. Viswanath (MICCAI (4), 2019)

Phenotyping tumor infiltrating lymphocytes (PhenoTIL) on H&E tissue images: predicting recurrence in lung cancer. - Cristian Barrera; Germán Corredor; Xiangxue Wang; Kurt A. Schalper; David L. Rimm; Vamsidhar Velcheti; Anant Madabhushi; Eduardo Romero Castro (Digital Pathology, 2019)

Automatic polyp detection and localization during colonoscopy using convolutional neural networks. - Diego Bravo; Josué Ruano; Martín Gómez; Eduardo Romero 001 (Computer-Aided Diagnosis, 2020)

Searching patterns in glands for predicting gastric cancer survival. - Ricardo Moncayo; Sunny Alfonso; Angel Y. Sánchez; Carlos A. Parra; Eduardo Romero 001 (Digital Pathology, 2020)

Fusion of 3D real-time echocardiography and cine MRI using a saliency analysis. - Angélica Atehortúa; Mireille Garreau; Antoine Simon; Erwan Donal; Mathieu Lederlin; Eduardo Romero 001 (Int. J. Comput. Assist. Radiol. Surg., 2020)

A hierarchical deep learning approach for segmentation of glioblastoma tumor niches on digital histopathology. - Alvaro Sandino Garzon; Ruchika Verma; Yijang Chen; David Becerra Tovar; Eduardo Romero Castro; Pallavi Tiwari (Digital and Computational Pathology, 2022)

Selecting training samples for ovarian cancer classification via a semi-supervised clustering approach. - Jennifer Salguero López; Prateek Prasanna; Germán Corredor; Angel Cruz-Roa; David Becerra; Eduardo Romero 001 (Digital and Computational Pathology, 2022)

Characterization of motion patterns by a spatio-temporal saliency descriptor in cardiac cine MRI. - Angélica Atehortúa; Eduardo Romero 001; Mireille Garreau (Comput. Methods Programs Biomed., 2022)

Automatic Classification of Esophagogastroduodenoscopy Sub-Anatomical Regions. - Diego Bravo; Josué Ruano; María Jaramillo; Daniel Gallego; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2023)

Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation. - Fabián Cano; Charlems Álvarez Jimenez; Eduardo Romero 001; Angel Cruz-Roa (ISBI, 2023)

A One-Class Variational Autoencoder (OCVAE) Cascade for Classifying Atypical Bone Marrow Cell Sub-types. - Jonathan Tarquino; Jhonathan Rodriguez; Charlens Álvarez Jimenez; Eduardo Romero 001 (MICCAI (6), 2023)

A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer images. - Johan Albarracin; Fabián Cano; Eduardo Romero 001; Angel Cruz-Roa (SIPAIM, 2023)

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 001; Eduardo Romero 001 (SIPAIM, 2023)

Correlation of intraventricular blood patterns with the Ejection Fraction in ultrasound images. - Andrés Felipe Carrera-Pinzón; Leonard Toro-Quitian; Marcela Iregui Guerrero; Angel Cruz-Roa; R. E. Gutiérrez-Carvajal; Eduardo Romero 001 (SIPAIM, 2023)

An automatic classification of metaplasia in gastric histopathology images. - Mauricio Caviedes; Fabián Cano; David Becerra; Angel Cruz-Roa; Eduardo Romero 001 (SIPAIM, 2023)

Exploring ADHD anatomic patterns by a multiresolution curvelet analysis. - Jully González Huertas; Jonnathan Tarquino Gonzalez; Eduardo Romero 001 (SIPAIM, 2023)

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 001; Eduardo Romero 001 (SIPAIM, 2023)

Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment. - German A. Pabon Ochoa; Diana L. Giraldo; Eduardo Romero 001 (SIPAIM, 2023)

Estimation of the Survival Time of Ovarian Serous Carcinoma by approximating a Tumor Microenvironment. - Eileen Montoya Rodríguez; Jennifer Salguero López; David Becerra; Eduardo Romero Castro (SIPAIM, 2023)

Generating synthetic endoscopy videos following a systematic screening protocol. - Josué Ruano; Diego Bravo; María Jaramillo; Martín Gómez; Javier Pascau; Fabio A. González 001; Eduardo Romero 001 (SIPAIM, 2023)

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 001 (SIPAIM, 2023)

Automatic estimation of the ejection fraction from diastole and systole ultrasound images by a simplified end-to-end U-Net neural network. - Leonard Toro-Quitian; Juan Camilo Torres; Andrés Felipe Carrera-Pinzón; R. E. Gutiérrez-Carvajal; Marcela Iregui Guerrero; Angel Cruz-Roa; Carlos Órtiz Davila; Eduardo Romero 001 (SIPAIM, 2023)

Automatic Endoscopy Classification by Fusing Depth Estimations and Image Information. - Diego Bravo; Josué Ruano; María Jaramillo; Sebastian Medina; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2024)

Predicting Metaplasia in Upper Gastrointestinal Images from White Light Endoscopy. - María Jaramillo; Diego Bravo; Jose Miguel Quijano; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2024)

Finding Out and Quantifying Nuclei Differences in Metaplastic Gastric Glands and Surrounding Nuclei. - Ricardo A. Moncayo; María Jaramillo; Leidy T. Molano; David Cordoba; David Becerra; Javier Revelo-Fuelagán; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2024)

Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model. - Josué Ruano; Diego Bravo; Diana Giraldo; Martín Gómez; Fabio A. González 001; Antoine Manzanera; Eduardo Romero 001 (ISBI, 2024)

Human-in-the-Loop (HITL) Learning for Identifying Glioblastoma Hallmarks on H&E Slides. - Alvaro A. Sandino; Olivia Krebs; David Becerra; Nelly J. Sandino; Jeffrey Helgager; Eduardo Romero 001; Pallavi Tiwari (ISBI, 2024)

Characterizing the Left Ventricular Ultrasound Dynamics in the Frequency Domain to Estimate the Cardiac Function. - Andrés Felipe Carrera-Pinzón; Leonard Toro-Quitian; Juan Camilo Torres; Alexander Cerón; Wilson J. Sarmiento; Arnold Mendez-Toro; Angel Cruz-Roa; R. E. Gutiérrez-Carvajal; Carlos Órtiz Davila; Fabio A. González 001; Eduardo Romero 001; Marcela Iregui Guerrero (MICCAI (1), 2024)

Evidence-Based Case Recommendation System for Cardiac Health Diagnosis Using Non-Negative Factorization Data-Driven Similarity Approach. - Oscar Diaz-Celis; Juan Torres-Santamaria; Mauricio Caviedes; Marcela Iregui; R. E. Gutiérrez-Carvajal; Eduardo Romero 001; Angel Cruz-Roa (SIPAIM, 2024)

Revisiting JPEG2000 for Efficient and Adaptable Virtual Microscopy. - Marcela Iregui; Fabián Cano; Bayron Ortiz; Charlems Álvarez Jimenez; Eduardo Romero 001; Jorge Victorino (SIPAIM, 2024)

Comparative Analysis of Deep Neural Network Architectures for Heart Disease Classification in Electrocardiography Signals. - Andrés Munõz; Juan Torres-Santamaria; Marcela Iregui; Eduardo Romero 001; Angel Cruz-Roa (SIPAIM, 2024)

A Domain Data-Driven Metric to Improve Traditional Visualization and Interaction with ECG Large Databases. - Jean C. Polo; Juliana V. Castilla; Juan Camilo Torres; Alexander Cerón; Wilson J. Sarmiento; Angel Cruz-Roa; R. E. Gutiérrez-Carvajal; Eduardo Romero 001 (SIPAIM, 2024)

On the Interpretability of AI Cardiovascular Risk Models. - Jean C. Polo; Marcela Iregui; Alexander Cerón; Wilson J. Sarmiento; Angel Cruz-Roa; Eduardo Romero 001; R. E. Gutiérrez-Carvajal (SIPAIM, 2024)

An exploration of structural brain differences in Autism Spectrum Disorders: A multi-parcellation and multi-age analysis. - Jully González; Nicolás Múnera; Charlens Álvarez Jimenez; Nelson F. Velasco; Eduardo Romero 001 (Biomed. Signal Process. Control., 2024)

Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images. - Josué Ruano; Martín Gómez; Eduardo Romero 001; Antoine Manzanera (Comput. Medical Imaging Graph., 2024)

Data distillation in computational pathology by choosing few representants of the original variance: A use case in ovarian cancer. - Jennifer Salguero; Prateek Prasanna; Germán Corredor; Angel Cruz-Roa; David Becerra; Eduardo Romero 001 (Expert Syst. Appl., 2024)

Self-Supervised Learning for Multi-Category Endoscopy Classification and Data Quality Evaluation Using Masked Autoencoders. - Diego Bravo; Josué Ruano; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2025)