Eduardo Romero

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 54

Top Venues

SIPAIM

ISBI

SaMBa@MICCAI

Medical Imaging: Digital Pathology

Publications

Josué Ruano, Martín Gómez, Eduardo Romero, Antoine Manzanera
Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images. Comput. Medical Imaging Graph. 115 (2024)
Jully González, Nicolás Múnera, Charlens Álvarez Jimenez, Nelson F. Velasco, Eduardo Romero
An exploration of structural brain differences in Autism Spectrum Disorders: A multi-parcellation and multi-age analysis. Biomed. Signal Process. Control. 92 (2024)
Jennifer Salguero, Prateek Prasanna, Germán Corredor, Angel Cruz-Roa, David Becerra, Eduardo Romero
Data distillation in computational pathology by choosing few representants of the original variance: A use case in ovarian cancer. Expert Syst. Appl. 245 (2024)
Diego Bravo, Sebastian Medina, Josué Ruano, María Jaramillo, Martín Gómez, Fabio A. González, Eduardo Romero
Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis. SIPAIM (2023)
Jonathan Tarquino, Jhonathan Rodriguez, Charlens Álvarez Jimenez, Eduardo Romero
A One-Class Variational Autoencoder (OCVAE) Cascade for Classifying Atypical Bone Marrow Cell Sub-types. MICCAI (6) (2023)
Andrés Felipe Carrera-Pinzón, Leonard Toro-Quitian, Marcela Iregui Guerrero, Angel Cruz-Roa, R. E. Gutiérrez-Carvajal, Eduardo Romero
Correlation of intraventricular blood patterns with the Ejection Fraction in ultrasound images. SIPAIM (2023)
Fabian Cano, Charlems Álvarez Jimenez, Eduardo Romero, Angel Cruz-Roa
Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation. ISBI (2023)
Mauricio Caviedes, Fabian Cano, David Becerra, Angel Cruz-Roa, Eduardo Romero
An automatic classification of metaplasia in gastric histopathology images. SIPAIM (2023)
Diego Bravo, Josué Ruano, María Jaramillo, Daniel Gallego, Martín Gómez, Fabio A. González, Eduardo Romero
Automatic Classification of Esophagogastroduodenoscopy Sub-Anatomical Regions. ISBI (2023)
María Jaramillo, Josué Ruano, Diego Bravo, Sebastian Medina, Martín Gómez, Fabio A. González, Eduardo Romero
Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy Procedures. SIPAIM (2023)
Josué Ruano, Diego Bravo, María Jaramillo, Martín Gómez, Javier Pascau, Fabio A. González, Eduardo Romero
Generating synthetic endoscopy videos following a systematic screening protocol. SIPAIM (2023)
Jully González Huertas, Jonnathan Tarquino Gonzalez, Eduardo Romero
Exploring ADHD anatomic patterns by a multiresolution curvelet analysis. SIPAIM (2023)
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
Automatic estimation of the ejection fraction from diastole and systole ultrasound images by a simplified end-to-end U-Net neural network. SIPAIM (2023)
German A. Pabon Ochoa, Diana L. Giraldo, Eduardo Romero
Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment. SIPAIM (2023)
Johan Albarracin, Fabián Cano, Eduardo Romero, Angel Cruz-Roa
A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer images. SIPAIM (2023)
Josué Ruano, Martín Gómez, Eduardo Romero, Antoine Manzanera
Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images. CoRR (2023)
Angélica Atehortúa, Eduardo Romero, Mireille Garreau
Characterization of motion patterns by a spatio-temporal saliency descriptor in cardiac cine MRI. Comput. Methods Programs Biomed. 218 (2022)
Ricardo Moncayo, Sunny Alfonso, Angel Y. Sánchez, Carlos A. Parra, Eduardo Romero
Searching patterns in glands for predicting gastric cancer survival. Medical Imaging: Digital Pathology (2020)
Diego Bravo, Josué Ruano, Martín Gómez, Eduardo Romero
Automatic polyp detection and localization during colonoscopy using convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2020)
Angélica Atehortúa, Mireille Garreau, Antoine Simon, Erwan Donal, Mathieu Lederlin, Eduardo Romero
Fusion of 3D real-time echocardiography and cine MRI using a saliency analysis. Int. J. Comput. Assist. Radiol. Surg. 15 (2) (2020)
Jacob Antunes, Zhouping Wei, Charlems Álvarez Jimenez, Eduardo Romero, Marwa Ismail, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath
STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI. MICCAI (4) (2019)
Charlems Álvarez Jimenez, Germán Corredor, Diana Giraldo, Eduardo Romero
Tele-Pathology: A Use Case In Colombia. ISBI (2019)
Santiago S. Silva R., Boris A. Gutman, Eduardo Romero, Paul M. Thompson, André Altmann, Marco Lorenzi
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. ISBI (2019)
Josué Ruano, Cristian Barrera, Diego Bravo, Martín Gómez, Eduardo Romero
Localization of Small Neoplastic Lesions in Colonoscopy by Estimating Edge, Texture and Motion Saliency. EMBC (2019)
Germán Corredor, Juan D. García-Arteaga, Viviana Arias, Eduardo Romero
Learning Basal Cell Carcinoma Patterns by Fusing Pathologists' WSI Navigations and Graph-Based Centrality Features. ISBI (2019)
Charlems Álvarez Jimenez, Cristian Barrera, Nicolás Múnera, Satish E. Viswanath, Eduardo Romero
Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI. EMBC (2019)
Nicolás Múnera, Javier Almeida, Charlems Álvarez Jimenez, Nelson F. Velasco, Eduardo Romero
Autism Spectrum Disorders (ASD) Characterization in Children by Decomposing MRI Brain Regions with Zernike Moments. SaMBa@MICCAI (2018)
Angélica Atehortúa, Mireille Garreau, David Romo-Bucheli, Eduardo Romero
Automatic Left Ventricle Quantification in Cardiac MRI via Hierarchical Refinement of High-Level Features by a Salient Perceptual Grouping Model. STACOM@MICCAI (2018)
Darwin Díaz, Germán Corredor, Eduardo Romero, Angel Cruz-Roa
A Web-Based Telepathology Framework for Collaborative Work of Pathologists to Support Teaching and Research in Latin America. SaMBa@MICCAI (2018)
Jully González, Angélica Atehortúa, Ricardo Moncayo, Eduardo Romero
Ocular Control Characterization of Motor Disabilities: The Cerebral Palsy Case. SaMBa@MICCAI (2018)
Cristian Barrera, Germán Corredor, Sunny Alfonso, Andrés Mosquera, Eduardo Romero
An Automatic Segmentation of Gland Nuclei in Gastric Cancer Based on Local and Contextual Information. SaMBa@MICCAI (2018)
Germán Corredor, Xiangxue Wang, Cheng Lu, Vamsidhar Velcheti, Eduardo Romero, Anant Madabhushi
A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images. Medical Imaging: Digital Pathology (2018)
Santiago S. Silva R., Boris Gutman, Eduardo Romero, Paul M. Thompson, André Altmann, Marco Lorenzi
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. CoRR (2018)
Gustavo Pineda, Angélica Atehortúa, Marcela Iregui, Juan D. García-Arteaga, Eduardo Romero
Quantifying stimulus-response rehabilitation protocols by auditory feedback in Parkinson's disease gait pattern. SIPAIM (2017)
Jully González, Angélica Atehortúa, Ricardo Moncayo, Eduardo Romero
Cerebral palsy characterization by estimating ocular motion. SIPAIM (2017)
Aura Forero, Eduardo Romero
Detection of the default mode network by an anisotropic analysis. SIPAIM (2017)
Daniel Santiago, Germán Corredor, Eduardo Romero
A sparse representation of the pathologist's interaction with whole slide images to improve the assigned relevance of regions of interest. SIPAIM (2017)
Fabián Narváez, Jorge Alvarez, Juan D. García-Arteaga, Jonathan Tarquino, Eduardo Romero
Characterizing Architectural Distortion in Mammograms by Linear Saliency. J. Medical Syst. 41 (2) (2017)
Fabio Martínez, Antoine Manzanera, Eduardo Romero
Spatio-temporal multi-scale motion descriptor from a spatially-constrained decomposition for online action recognition. IET Comput. Vis. 11 (7) (2017)
Angélica Atehortúa, Mireille Garreau, Eduardo Romero
Fusion of 4D echocardiography and cine cardiac magnetic resonance volumes using a salient spatio-temporal analysis. SIPAIM (2017)
Jennifer Salguero, Nelson F. Velasco, Eduardo Romero
Detection of MRI artifacts produced by intrinsic heart motion using a saliency model. SIPAIM (2017)
Mónica Romero, Angélica Atehortúa, Eduardo Romero
Quantifying gait patterns in Parkinson's disease. SIPAIM (2017)
Javier Almeida, Josué Ruano, Germán Corredor, David Romo-Bucheli, José Ricardo Navarro-Vargas, Eduardo Romero
Multi-channel non-invasive fetal electrocardiography detection using wavelet decomposition. SIPAIM (2017)
Juan D. García-Arteaga, Germán Corredor, Xiangxue Wang, Vamsidhar Velcheti, Anant Madabhushi, Eduardo Romero
A lymphocyte spatial distribution graph-based method for automated classification of recurrence risk on lung cancer images. SIPAIM (2017)
Fabián Narváez, Gloria Díaz, Cesar Poveda, Eduardo Romero
An automatic BI-RADS description of mammographic masses by fusing multiresolution features. Expert Syst. Appl. 74 (2017)
Paula Toro, Germán Corredor, Xiangxue Wang, Viviana Arias, Vamsidhar Velcheti, Anant Madabhushi, Eduardo Romero
Quantifying expert diagnosis variability when grading tumor-infiltrating lymphocytes. SIPAIM (2017)
Santiago S. Silva R., Diana L. Giraldo, Eduardo Romero
Characterizing brain patterns in conversion from mild cognitive impairment (MCI) to Alzheimer's disease. SIPAIM (2017)
Javier Almeida, Nelson F. Velasco, Charlens Álvarez Jimenez, Eduardo Romero
Gaussian mixture models for detection of autism spectrum disorders (ASD) in magnetic resonance imaging. SIPAIM (2017)
Diana L. Giraldo, Jan Sijbers, Eduardo Romero
Quantifying cognition and behavior in normal aging, mild cognitive impairment, and Alzheimer's disease. SIPAIM (2017)
Ricardo Moncayo-Martínez, David Romo-Bucheli, Viviana Arias, Eduardo Romero
Scoring nuclear pleomorphism using a visual BoF modulated by a graph structure. SIPAIM (2017)
Diana L. Giraldo, Juan D. García-Arteaga, Eduardo Romero
Finding regional models of the Alzheimer disease by fusing information from neuropsychological tests and structural MR images. Medical Imaging: Computer-Aided Diagnosis (2016)
David Romo-Bucheli, Andrew Janowczyk, Eduardo Romero, Hannah Gilmore, Anant Madabhushi
Automated tubule nuclei quantification and correlation with oncotype DX risk categories in ER+ breast cancer whole slide images. Medical Imaging: Digital Pathology (2016)
Angélica Maria Atehortúa Labrador, Maria A. Zuluaga, Sébastien Ourselin, Diana Giraldo, Eduardo Romero
Automatic segmentation of 4D cardiac MR images for extraction of ventricular chambers using a spatio-temporal approach. Medical Imaging: Image Processing (2016)
Lina Guzman, Frederic Commandeur, Oscar Acosta, Antoine Simon, Alain Fautrel, Nathalie Rioux-Leclercq, Eduardo Romero, Romain Mathieu, Renaud de Crevoisier
Slice correspondence estimation using SURF descriptors and context-based search for prostate whole-mount histology MRI registration. EMBC (2016)
Germán Corredor, Eduardo Romero
Learning histopathological regions of interest by fusing bottom-up and top-down information. ICIP (2015)
Germán Corredor, Eduardo Romero, Marcela Iregui
An adaptable navigation strategy for Virtual Microscopy from mobile platforms. J. Biomed. Informatics 54 (2015)
John Edison Arevalo Ovalle, Angel Cruz-Roa, Viviana Arias, Eduardo Romero, Fabio A. González
An unsupervised feature learning framework for basal cell carcinoma image analysis. Artif. Intell. Medicine 64 (2) (2015)
Fabio Martínez, Josué Ruano, Martín Gómez, Eduardo Romero
Estimating the size of polyps during actual endoscopy procedures using a spatio-temporal characterization. Comput. Medical Imaging Graph. 43 (2015)
Ricardo Moncayo, David Romo-Bucheli, Eduardo Romero
A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF). CIARP (2015)
David Romo-Bucheli, Ricardo Moncayo, Angel Cruz-Roa, Eduardo Romero
Identifying histological concepts on basal cell carcinoma images using nuclei based sampling and multi-scale descriptors. ISBI (2015)
Fabio Martínez, Antoine Manzanera, Eduardo Romero
Representing activities with layers of velocity statistics for multiple human action recognition in surveillance applications. Video Surveillance and Transportation Imaging Applications (2014)
David Romo, Juan D. García-Arteaga, Pablo Arbeláez, Eduardo Romero
A discriminant multi-scale histopathology descriptor using dictionary learning. Medical Imaging: Digital Pathology (2014)
Andrea Rueda, Fabio A. González, Eduardo Romero
Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases. IEEE Trans. Medical Imaging 33 (6) (2014)
Jonathan Tarquino, Andrea Rueda, Eduardo Romero
A multiscale/sparse representation for Diffusion Weighted Imaging (DWI) super-resolution. ISBI (2014)
Jonathan Tarquino, Andrea Rueda, Eduardo Romero
Shearlet-based sparse representation for super-resolution in diffusion weighted imaging (DWI). ICIP (2014)
Andrea Rueda, Norberto Malpica, Eduardo Romero
Single-image super-resolution of brain MR images using overcomplete dictionaries. Medical Image Anal. 17 (1) (2013)
Andrea Pulido, Andrea Rueda, Eduardo Romero, Norberto Malpica
Discovering Regional Pathological Patterns in Brain MRI. PRNI (2013)
Andrea Pulido, Andrea Rueda, Eduardo Romero
Classification of Alzheimer's disease using regional saliency maps from brain MR volumes. Medical Imaging: Computer-Aided Diagnosis (2013)
Germán Corredor, Marcela Iregui, Viviana Arias, Eduardo Romero
Flexible Architecture for Streaming and Visualization of Large Virtual Microscopy Images. MCV (2013)
Angel Cruz-Roa, Eduardo Romero, Fabio A. González
An adaptive image representation learned from data for cervix cancer tumor detection. Medical Imaging: Digital Pathology (2013)
Nelson Fernando Velasco Toledo, Andrea Rueda, Cristina Santa Marta, Eduardo Romero
Super-resolution in cardiac MRI using a Bayesian approach. Medical Imaging: Image Processing (2013)
Alexander Pinzon, Eduardo Romero
Shape Inflation with an Adapted Laplacian Operator for Hybrid Quad/Triangle Meshes. SIBGRAPI (2013)
Ricardo Gutiérrez, Andrea Rueda, Eduardo Romero
Learning semantic histopathological representation for basal cell carcinoma classification. Medical Imaging: Digital Pathology (2013)
Juan Carlos León, Fabio Martínez, Eduardo Romero
A Robust Background Subtraction Algorithm using the a ∑-∆ Estimation - Applied to the Visual Analysis of Human Motion. VISAPP (1) (2012)
Fabián Narváez, Eduardo Romero
Breast Mass Classification Using Orthogonal Moments. Digital Mammography / IWDM (2012)
Fabio Martínez, Oscar Acosta, Renaud de Crevoisier, Eduardo Romero
Local jet features and statistical models in a hybrid Bayesian framework for prostate estimation in CBCT images. Medical Imaging: Computer-Aided Diagnosis (2012)
Angel Cruz-Roa, Fabio A. González, Joseph Galaro, Alexander R. Judkins, David Ellison, Jennifer Baccon, Anant Madabhushi, Eduardo Romero
A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides. MICCAI (1) (2012)
Germán Corredor, Daniel Martínez, Eduardo Romero, Marcela Iregui
Architectural Model for Visualization of High Definition Images on Mobile Devices. SIGMAP (2012)
Christian Cifuentes, Fabio Martínez, Eduardo Romero
A 3D Physics-based Model to Simulate Normal and Pathological Gait Patterns. GRAPP/IVAPP (2012)
Fabián Narváez, Gloria Díaz, Francisco Gómez, Eduardo Romero
A content-based retrieval of mammographic masses using the curvelet descriptor. Medical Imaging: Computer-Aided Diagnosis (2012)
Andrea Rueda, John Edison Arevalo Ovalle, Angel Cruz-Roa, Eduardo Romero, Fabio A. González
Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images. CIARP (2012)
Jorge A. Vanegas, Juan C. Caicedo, Fabio A. González, Eduardo Romero
Histology Image Indexing Using a Non-negative Semantic Embedding. MCBR-CDS (2011)
Juan C. Caicedo, Fabio A. González, Eduardo Romero
Content-based histopathology image retrieval using a kernel-based semantic annotation framework. J. Biomed. Informatics 44 (4) (2011)
Francisco Gómez, Cristina Santa Marta, Eduardo Romero
Multiresolution Reconstruction for Cone-Beam Tomography from Raw Data Projections Using 3D Ridgelets. J. Digit. Imaging 24 (6) (2011)
César Sánchez, Eduardo Romero
A distributed architecture for a loosely coupled virtual microscopy system. Medical Imaging: Computer-Aided Diagnosis (2011)
Fabián Narváez, Gloria Díaz, Eduardo Romero
Multi-view information fusion for automatic BI-RADS description of mammographic masses. Medical Imaging: Computer-Aided Diagnosis (2011)
Fabián Narváez, Andrea Rueda, Eduardo Romero
Breast Masses Classification using a Sparse Representation. MIAD (2011)
Fabio Martínez, Juan Carlos León, Eduardo Romero
Pathology Classification of Gait Human Gestures. VISAPP (2011)
Gloria Díaz, Eduardo Romero
Histopathological Image Classification Using Stain Component Features on a pLSA Model. CIARP (2010)
Fabián Narváez, Gloria Díaz, Eduardo Romero
Automatic BI-RADS Description of Mammographic Masses. Digital Mammography / IWDM (2010)
Gloria Díaz, Gonzalo Pajares, Eduardo Romero, Juan Alvarez-Linera, Eva López, Juan Antonio Hernández Tamames, Norberto Malpica
The Effect of the Normalization Strategy on Voxel-Based Analysis of DTI Images: A Pattern Recognition Based Assessment. Brain Informatics (2010)
Francisco Gómez, Eduardo Romero
Texture Characterization Using a Curvelet Based Descriptor. CIARP (2009)
Andrea Rueda, Oscar Acosta, Pierrick Bourgeat, Jurgen Fripp, Erik Bonner, Nicholas D. H. Dowson, Michel Couprie, Eduardo Romero, Olivier Salvado
Partial Volume Estimation of Brain Cortex from MRI Using Topology-Corrected Segmentation. ISBI (2009)
Gloria Díaz, Fabio A. González, Eduardo Romero
A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images. J. Biomed. Informatics 42 (2) (2009)
Gloria Díaz, Eduardo Romero, Juan R. Boyero, Norberto Malpica
Recognition and Quantification of Area Damaged by Oligonychus Perseae in Avocado Leaves. CIARP (2009)
Francisco Gómez, Julio Villalón, Ricardo Gutiérrez, Eduardo Romero
Finding regions of interest in pathological images: an attentional model approach. Medical Imaging: Computer-Aided Diagnosis (2009)
Juan C. Caicedo, Fabio A. González, Eduardo Romero
A Semantic Content-Based Retrieval Method for Histopathology Images. AIRS (2008)
Alexander Salamanca, Francisca Rojas, Tanya Romero, Eduardo Romero
A flexible OLAP query model for a telemedicine system. EATIS (2008)
Hugo Franco, Álvaro Perea, Eduardo Romero, Daniel Rodríguez
Fluid Flow Measurement in Thermographic Video Sequences by Wavelet-Multiresolution Optical Flow Estimation. ACIVS (2008)
César Sánchez, Edwin Triana, Eduardo Romero
A flexible web oriented telehealth platform using a RIM-HL7 based model. EATIS (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eduardo Romero