Angel Cruz-Roa

Angel Cruz-Roa

Universidad de los Llanos

H-index: 18

Latin America-Colombia

About Angel Cruz-Roa

Angel Cruz-Roa, With an exceptional h-index of 18 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidad de los Llanos, specializes in the field of Biomedical imaging, Image Analysis and Understanding, Computer Vision, Machine Learning.

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

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

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

An automatic classification of metaplasia in gastric histopathology images

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

Clasificación De Defectos ópticos En Espejos Esféricos a Partir De Imágenes Digitales De Patrones De Interferencia de Ronchi Usando Redes Neuronales Convolucionales

Ensemble of Unsupervised Learned Image Representations Based On Variational Autoencoders for Lung Adenocarcinoma Subtype Differentiation

IT platform for entomological surveillance of Aedes aegypti with crowdsourcing, Web GIS and mHealth

Angel Cruz-Roa Information

University

Position

School of Engineering

Citations(all)

3848

Citations(since 2020)

2500

Cited By

2487

hIndex(all)

18

hIndex(since 2020)

15

i10Index(all)

25

i10Index(since 2020)

17

Email

University Profile Page

Universidad de los Llanos

Google Scholar

View Google Scholar Profile

Angel Cruz-Roa Skills & Research Interests

Biomedical imaging

Image Analysis and Understanding

Computer Vision

Machine Learning

Top articles of Angel Cruz-Roa

Title

Journal

Author(s)

Publication Date

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

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

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

Johan Albarracin

Fabián Cano

Eduardo Romero

Angel Cruz-Roa

2023/11/15

An automatic classification of metaplasia in gastric histopathology images

Mauricio Caviedes

Fabian Cano

David Becerra

Angel Cruz-Roa

Eduardo Romero

2023/11/15

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

Clasificación De Defectos ópticos En Espejos Esféricos a Partir De Imágenes Digitales De Patrones De Interferencia de Ronchi Usando Redes Neuronales Convolucionales

Andrés Rey

Andrés-F Jiménez

Angel Cruz-Roa

2023/7/26

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

IT platform for entomological surveillance of Aedes aegypti with crowdsourcing, Web GIS and mHealth

Entramado

Cesar Augusto Díaz-Celis

Oscar Gutiérrez-Lesmes

Angel Cruz-Roa

2022/12

Traffic noise affects foraging behavior and echolocation in the Lesser Bulldog Bat, Noctilio albiventris (Chiroptera: Noctilionidae)

Behavioural Processes

Angélica V Yantén

Angel Cruz-Roa

Francisco A Sánchez

2022/11/1

Agent-based simulation software platform for optimizing the distribution of water resources in the irrigation of agricultural crops based on geographic and environmental …

Jose Olarte-Torres

Andrés-F Jiménez

Angel Cruz-Roa

2022/10/24

Selecting training samples for ovarian cancer classification via a semi-supervised clustering approach

Jennifer Salguero

Prateek Prasanna

Germán Corredor

Angel Cruz-Roa

David Becerra

...

2022/4/4

Un análisis comparativo de arquitecturas de Redes Neuronales Convolucionales para clasificación de grado de riesgo de lesiones de próstata a partir de imágenes unimodales o …

Orinoquia

Mauricio Caviedes-Rojas

Charlems Alvarez-Jiménez

Eduardo Romero-Castro

Angel Cruz-Roa

2021/6/16

Un modelo matemático para el estudio y análisis de la dinámica de la COVID-19 en Colombia

Orinoquia

Lilia Ladino Martínez

Oscar Gutiérrez Lesmes

Ángel Alfonso Cruz Roa

2021/6/16

Suplemento del III Congreso Internacional de Ciencias Básicas e Ingenierías–CICI 2020

Orinoquia

Ángel Alfonso Cruz Roa

2021/6/16

A supervised subtype differentiation learning for building invariant features of non-small cell lung cancer in a latent space of a Variational Autoencoder

Fabian Cano

Charlens Alvarez-Jimenez

David Becerra

Andres Siabatto

Angel Cruz-Roa

...

2021/12/10

An exploratory study of one-shot learning using Siamese convolutional neural network for histopathology image classification in breast cancer from few data examples

Fabian Cano

Angel Cruz-Roa

2020/1/3

See List of Professors in Angel Cruz-Roa University(Universidad de los Llanos)

Co-Authors

H-index: 92
Michael D Feldman

Michael D Feldman

University of Pennsylvania

H-index: 85
Anant Madabhushi

Anant Madabhushi

Case Western Reserve University

H-index: 51
Fabio Gonzalez

Fabio Gonzalez

Universidad Nacional de Colombia

H-index: 32
Raul Ramos-Pollan

Raul Ramos-Pollan

Universidad de Antioquía

H-index: 22
Ajay Basavanhally

Ajay Basavanhally

Case Western Reserve University

H-index: 17
Sebastian Otálora

Sebastian Otálora

Université de Genève

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