Eduardo Romero
Orcid: 0000-0003-2088-2509Affiliations:
- National University of Colombia, CIM@LAB, Bogotá, Colombia
According to our database1,
Eduardo Romero
authored at least 112 papers
between 1999 and 2023.
Collaborative distances:
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Bibliography
2023
Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images.
CoRR, 2023
Automatic estimation of the ejection fraction from diastole and systole ultrasound images by a simplified end-to-end U-Net neural network.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
UltraCytomic: A cross-scale exploration to improve risk estimation of the malignant thyroid nodule.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Estimation of the Survival Time of Ovarian Serous Carcinoma by approximating a Tumor Microenvironment.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy Procedures.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Correlation of intraventricular blood patterns with the Ejection Fraction in ultrasound images.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer images.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
A One-Class Variational Autoencoder (OCVAE) Cascade for Classifying Atypical Bone Marrow Cell Sub-types.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Characterization of motion patterns by a spatio-temporal saliency descriptor in cardiac cine MRI.
Comput. Methods Programs Biomed., 2022
2020
Int. J. Comput. Assist. Radiol. Surg., 2020
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020
Automatic polyp detection and localization during colonoscopy using convolutional neural networks.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Phenotyping tumor infiltrating lymphocytes (PhenoTIL) on H&E tissue images: predicting recurrence in lung cancer.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019
STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Learning Basal Cell Carcinoma Patterns by Fusing Pathologists' WSI Navigations and Graph-Based Centrality Features.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Localization of Small Neoplastic Lesions in Colonoscopy by Estimating Edge, Texture and Motion Saliency.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018
Autism Spectrum Disorders (ASD) Characterization in Children by Decomposing MRI Brain Regions with Zernike Moments.
Proceedings of the Processing and Analysis of Biomedical Information, 2018
Proceedings of the Processing and Analysis of Biomedical Information, 2018
A Web-Based Telepathology Framework for Collaborative Work of Pathologists to Support Teaching and Research in Latin America.
Proceedings of the Processing and Analysis of Biomedical Information, 2018
An Automatic Segmentation of Gland Nuclei in Gastric Cancer Based on Local and Contextual Information.
Proceedings of the Processing and Analysis of Biomedical Information, 2018
Automatic Left Ventricle Quantification in Cardiac MRI via Hierarchical Refinement of High-Level Features by a Salient Perceptual Grouping Model.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
2017
J. Medical Syst., 2017
Spatio-temporal multi-scale motion descriptor from a spatially-constrained decomposition for online action recognition.
IET Comput. Vis., 2017
An automatic BI-RADS description of mammographic masses by fusing multiresolution features.
Expert Syst. Appl., 2017
Quantifying expert diagnosis variability when grading tumor-infiltrating lymphocytes.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
A sparse representation of the pathologist's interaction with whole slide images to improve the assigned relevance of regions of interest.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Detection of MRI artifacts produced by intrinsic heart motion using a saliency model.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Characterizing brain patterns in conversion from mild cognitive impairment (MCI) to Alzheimer's disease.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Quantifying stimulus-response rehabilitation protocols by auditory feedback in Parkinson's disease gait pattern.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Quantifying cognition and behavior in normal aging, mild cognitive impairment, and Alzheimer's disease.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
A lymphocyte spatial distribution graph-based method for automated classification of recurrence risk on lung cancer images.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Fusion of 4D echocardiography and cine cardiac magnetic resonance volumes using a salient spatio-temporal analysis.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Gaussian mixture models for detection of autism spectrum disorders (ASD) in magnetic resonance imaging.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Multi-channel non-invasive fetal electrocardiography detection using wavelet decomposition.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
2016
Automatic segmentation of 4D cardiac MR images for extraction of ventricular chambers using a spatio-temporal approach.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Automated tubule nuclei quantification and correlation with oncotype DX risk categories in ER+ breast cancer whole slide images.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016
Finding regional models of the Alzheimer disease by fusing information from neuropsychological tests and structural MR images.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Slice correspondence estimation using SURF descriptors and context-based search for prostate whole-mount histology MRI registration.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
J. Biomed. Informatics, 2015
Estimating the size of polyps during actual endoscopy procedures using a spatio-temporal characterization.
Comput. Medical Imaging Graph., 2015
Artif. Intell. Medicine, 2015
Identifying histological concepts on basal cell carcinoma images using nuclei based sampling and multi-scale descriptors.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Learning histopathological regions of interest by fusing bottom-up and top-down information.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF).
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
2014
Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases.
IEEE Trans. Medical Imaging, 2014
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014
A multiscale/sparse representation for Diffusion Weighted Imaging (DWI) super-resolution.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Shearlet-based sparse representation for super-resolution in diffusion weighted imaging (DWI).
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Representing activities with layers of velocity statistics for multiple human action recognition in surveillance applications.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014
2013
Medical Image Anal., 2013
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Learning semantic histopathological representation for basal cell carcinoma classification.
Proceedings of the Medical Imaging 2013: Digital Pathology, 2013
An adaptive image representation learned from data for cervix cancer tumor detection.
Proceedings of the Medical Imaging 2013: Digital Pathology, 2013
Flexible Architecture for Streaming and Visualization of Large Virtual Microscopy Images.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013
Classification of Alzheimer's disease using regional saliency maps from brain MR volumes.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
A Novel Right Ventricle Segmentation Approach from Local Spatio-temporal MRI Information.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
2012
A Robust Background Subtraction Algorithm using the a ∑-∆ Estimation - Applied to the Visual Analysis of Human Motion.
Proceedings of the VISAPP 2012, 2012
Architectural Model for Visualization of High Definition Images on Mobile Devices.
Proceedings of the SIGMAP and WINSYS 2012, 2012
A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Local jet features and statistical models in a hybrid Bayesian framework for prostate estimation in CBCT images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the Breast Imaging, 2012
Proceedings of the GRAPP & IVAPP 2012: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2012
Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
2011
Pattern Recognit. Lett., 2011
Multiresolution Reconstruction for Cone-Beam Tomography from Raw Data Projections Using 3D Ridgelets.
J. Digit. Imaging, 2011
Content-based histopathology image retrieval using a kernel-based semantic annotation framework.
J. Biomed. Informatics, 2011
Pathology Classification of Gait Human Gestures.
Proceedings of the VISAPP 2011, 2011
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Multi-view information fusion for automatic BI-RADS description of mammographic masses.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Breast Masses Classification using a Sparse Representation.
Proceedings of the MIAD 2011, 2011
2010
Proceedings of the Digital Mammography, 2010
Histopathological Image Classification Using Stain Component Features on a pLSA Model.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010
The Effect of the Normalization Strategy on Voxel-Based Analysis of DTI Images: A Pattern Recognition Based Assessment.
Proceedings of the Brain Informatics, International Conference, 2010
2009
A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images.
J. Biomed. Informatics, 2009
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Partial Volume Estimation of Brain Cortex from MRI Using Topology-Corrected Segmentation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Progress in Pattern Recognition, 2009
Recognition and Quantification of Area Damaged by Oligonychus Perseae in Avocado Leaves.
Proceedings of the Progress in Pattern Recognition, 2009
2008
Proceedings of the 2008 Euro American conference on Telematics and Information Systems, 2008
Proceedings of the 2008 Euro American conference on Telematics and Information Systems, 2008
Proceedings of the Information Retrieval Technology, 2008
Fluid Flow Measurement in Thermographic Video Sequences by Wavelet-Multiresolution Optical Flow Estimation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008
2007
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
Content-Based Medical Image Retrieval Using Low-Level Visual Features and Modality Identification.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007
Infected Cell Identification in Thin Blood Images Based on Color Pixel Classification: Comparison and Analysis.
Proceedings of the Progress in Pattern Recognition, 2007
Proceedings of the Progress in Pattern Recognition, 2007
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007
2006
Proceedings of the International Conference on Image Processing, 2006
2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
2002
Registration of transcranial magnetic stimulation, a visualization tool for brain functions.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999