Eduardo Romero

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:

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

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

Generating synthetic endoscopy videos following a systematic screening protocol

Automatic estimation of the ejection fraction from diastole and systole ultrasound images by a simplified end-to-end U-Net neural network

Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment

A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer 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

Google Scholar

Eduardo Romero Skills & Research Interests

Medical Imaging

Top articles of Eduardo Romero

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

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

2024/6/1

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

2024/4/3

Eduardo Romero
Eduardo Romero

H-Index: 19

Pallavi Tiwari
Pallavi Tiwari

H-Index: 16

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

2024/4/2

Eduardo Romero
Eduardo Romero

H-Index: 19

Generating synthetic endoscopy videos following a systematic screening protocol

2023/11/15

Diego Bravo
Diego Bravo

H-Index: 3

Eduardo Romero
Eduardo Romero

H-Index: 19

Automatic estimation of the ejection fraction from diastole and systole ultrasound images by a simplified end-to-end U-Net neural network

2023/11/15

Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment

2023/11/15

Eduardo Romero
Eduardo Romero

H-Index: 19

A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer images

2023/11/15

Eduardo Romero
Eduardo Romero

H-Index: 19

Angel Cruz-Roa
Angel Cruz-Roa

H-Index: 16

An automatic classification of metaplasia in gastric histopathology images

2023/11/15

Correlation of intraventricular blood patterns with the Ejection Fraction in ultrasound images

2023/11/15

Exploring ADHD anatomic patterns by a multiresolution curvelet analysis

2023/11/15

Eduardo Romero
Eduardo Romero

H-Index: 19

UltraCytomic: A cross-scale exploration to improve risk estimation of the malignant thyroid nodule

2023/11/15

Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy Procedures

2023/11/15

Diego Bravo
Diego Bravo

H-Index: 3

Eduardo Romero
Eduardo Romero

H-Index: 19

Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis

2023/11/15

Diego Bravo
Diego Bravo

H-Index: 3

Eduardo Romero
Eduardo Romero

H-Index: 19

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

arXiv preprint arXiv:2311.05021

2023/11/8

Eduardo Romero
Eduardo Romero

H-Index: 19

Antoine Manzanera
Antoine Manzanera

H-Index: 11

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

2023/11/1

Eduardo Romero
Eduardo Romero

H-Index: 19

Pallavi Tiwari
Pallavi Tiwari

H-Index: 16

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

2023/11

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

2023/10/1

Charlems Alvarez-Jimenez
Charlems Alvarez-Jimenez

H-Index: 3

Eduardo Romero
Eduardo Romero

H-Index: 19

Hierarchical deep learning approach for segmentation of glioblastoma tumor niches on digital histopathology

2023/8/24

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

NPJ precision oncology

2023/6/1

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