Eduardo Romero

Eduardo Romero

Universidad Nacional de Colombia

H-index: 30

Latin America-Colombia

About Eduardo Romero

Eduardo Romero, With an exceptional h-index of 30 and a recent h-index of 17 (since 2020), a distinguished researcher at Universidad Nacional de Colombia, specializes in the field of Medical Imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

Synthesizing fractional anisotropy maps from T1-weighted magnetic resonance images using a simplified generative adversarial network

Data distillation in computational pathology by choosing few representants of the original variance: A use case in ovarian cancer

An exploration of structural brain differences in Autism Spectrum Disorders: A multi-parcellation and multi-age analysis

Survival prediction in pancreatic cancer by attention-driven feature extraction on histopathology whole slide images: a multi-cohort validation

An automatic classification of metaplasia in gastric histopathology images

Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer

Removing non-nuclei information from histopathological images: A preprocessing step towards improving nuclei segmentation methods

Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images

Eduardo Romero Information

University

Position

___

Citations(all)

3543

Citations(since 2020)

1766

Cited By

2531

hIndex(all)

30

hIndex(since 2020)

17

i10Index(all)

76

i10Index(since 2020)

35

Email

University Profile Page

Universidad Nacional de Colombia

Google Scholar

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Eduardo Romero Skills & Research Interests

Medical Imaging

Top articles of Eduardo Romero

Title

Journal

Author(s)

Publication Date

Synthesizing fractional anisotropy maps from T1-weighted magnetic resonance images using a simplified generative adversarial network

Al-yhuwert Murcia Tapias

Diana L Giraldo

Eduardo Romero

2024/4/2

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

...

2024/7/1

An exploration of structural brain differences in Autism Spectrum Disorders: A multi-parcellation and multi-age analysis

Biomedical Signal Processing and Control

Jully Gonzalez

Nicolás Múnera

Charlems Alvarez-Jimenez

Nelson Velasco

Eduardo Romero

2024/6/1

Survival prediction in pancreatic cancer by attention-driven feature extraction on histopathology whole slide images: a multi-cohort validation

Gustavo Pineda

Olivia Krebs

Alvaro A Sandino

Eduardo Romero

Pallavi Tiwari

2024/4/3

An automatic classification of metaplasia in gastric histopathology images

Mauricio Caviedes

Fabian Cano

David Becerra

Angel Cruz-Roa

Eduardo Romero

2023/11/15

Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer

NPJ precision oncology

Cristian Barrera

Germán Corredor

Vidya Sankar Viswanathan

Ruiwen Ding

Paula Toro

...

2023/6/1

Removing non-nuclei information from histopathological images: A preprocessing step towards improving nuclei segmentation methods

Journal of Pathology Informatics

Ricardo Moncayo

Anne L Martel

Eduardo Romero

2023/1/1

Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images

arXiv preprint arXiv:2311.05021

Josué Ruano

Martín Gómez

Eduardo Romero

Antoine Manzanera

2023/11/8

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

RE Gutiérrez-Carvajal

...

2023/11/15

Generating synthetic endoscopy videos following a systematic screening protocol

Josué Ruano

Diego Bravo

María Jaramillo

Martin Gómez

Javier Pascau

...

2023/11/15

Automatic classification of esophagogastroduodenoscopy sub-anatomical regions

Diego Bravo

Josué Ruano

María Jaramillo

Daniel Gallego

Martín Gómez

...

2023/4/18

TMIC-49. AUTOMATIC SEGMENTATION OF DISTINCT GLIOBLASTOMA HALLMARKS ON DIGITIZED H&E SLIDES VIA DEEP LEARNING: CURATION OF A LARGE MULTI-INSTITUTIONAL COHORT

Neuro-Oncology

Alvaro Sandino

David S Becerra

Nelly J Sandino

Eduardo Romero

Pallavi Tiwari

2023/11/1

Exploring ADHD anatomic patterns by a multiresolution curvelet analysis

Jully González Huertas

Jonnathan Tarquino Gonzalez

Eduardo Romero

2023/11/15

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

RE Gutiérrez-Carvajal

Marcela Iregui Guerrero

...

2023/11/15

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

2023/4/18

Intra‐nucleus mosaic pattern (InMop) and whole‐cell Haralick combined‐descriptor for identifying and characterizing acute leukemia blasts on single cell peripheral blood images

Cytometry Part A

Jonathan Tarquino

Sara Arabyarmohammadi

Rafael Enrique Tejada

Anant Madabhushi

Eduardo Romero

2023/11

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

...

2023/11/15

Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment

German A Pabon Ochoa

Diana L Giraldo

Eduardo Romero

2023/11/15

A One-Class Variational Autoencoder (OCVAE) Cascade for Classifying Atypical Bone Marrow Cell Sub-types

Jonathan Tarquino

Jhonathan Rodriguez

Charlems Alvarez-Jimenez

Eduardo Romero

2023/10/1

Unsupervised white blood cell characterization in the latent space of a variational autoencoder

Jonathan Tarquino

Eduardo Romero

2023/3/6

See List of Professors in Eduardo Romero University(Universidad Nacional de Colombia)