Boris Escalante-Ramirez

Boris Escalante-Ramirez

Universidad Nacional Autónoma de México

H-index: 21

Latin America-Mexico

About Boris Escalante-Ramirez

Boris Escalante-Ramirez, With an exceptional h-index of 21 and a recent h-index of 12 (since 2020), a distinguished researcher at Universidad Nacional Autónoma de México, specializes in the field of Image Processing, Computer Visión, Machine Learning.

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

Feature-Based 3D+ t Descriptors of Hyperactivated Human Sperm Beat Patterns

Robust cardiac segmentation corrected with heuristics

Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images

Removing Zero Variance Units of Deep Models for COVID-19 Detection

A U-Net with Statistical Shape Restrictions Applied to the Segmentation of the Left Ventricle in Echocardiographic Images

PumaMedNet-CXR: An Explainable Generative Artificial Intelligence for the Analysis and Classification of Chest X-Ray Images

Sargassum detection and path estimation using neural networks

Neuron segmentation in epifluorescence microscopy imaging with deep learning

Boris Escalante-Ramirez Information

University

Position

Signal Processing Dep. ()

Citations(all)

1502

Citations(since 2020)

607

Cited By

1089

hIndex(all)

21

hIndex(since 2020)

12

i10Index(all)

44

i10Index(since 2020)

15

Email

University Profile Page

Universidad Nacional Autónoma de México

Google Scholar

View Google Scholar Profile

Boris Escalante-Ramirez Skills & Research Interests

Image Processing

Computer Visión

Machine Learning

Top articles of Boris Escalante-Ramirez

Title

Journal

Author(s)

Publication Date

Feature-Based 3D+ t Descriptors of Hyperactivated Human Sperm Beat Patterns

Heliyon

Haydee O Hernández

Fernando Montoya

Paul Hernández-Herrera

Dan S Díaz-Guerrero

Jimena Olveres

...

2024/2/23

Robust cardiac segmentation corrected with heuristics

Plos one

Alan Cervantes-Guzmán

Kyle McPherson

Jimena Olveres

Carlos Francisco Moreno-García

Fabián Torres Robles

...

2023/10/27

Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images

Jesús García-Ramírez

Rodrigo Ramos Díaz

Jimena Olveres

Boris Escalante-Ramírez

2023/8/29

Removing Zero Variance Units of Deep Models for COVID-19 Detection

IEEE Access

Jesús García-Ramírez

Boris Escalante-Ramírez

Jimena Olveres Montiel

2023/3/10

A U-Net with Statistical Shape Restrictions Applied to the Segmentation of the Left Ventricle in Echocardiographic Images

Revista Mexicana de Ingenieria Biomedica

Eduardo Galicia-Gómez

Fabían Torres-Robles

Jorge Pérez

Boris Escalante-Ramírez

Fernando Arámbula Cosío

2023

PumaMedNet-CXR: An Explainable Generative Artificial Intelligence for the Analysis and Classification of Chest X-Ray Images

Carlos Minutti-Martinez

Boris Escalante-Ramírez

Jimena Olveres-Montiel

2023/11/9

Sargassum detection and path estimation using neural networks

José A Lopez Portillo

Iván G Casasola

Boris Escalante-Ramírez

Jimena Olveres

Jaime Arriaga

...

2022/5/17

Neuron segmentation in epifluorescence microscopy imaging with deep learning

Fernando González

Boris Escalante-Ramírez

Jimena Olveres Montiel

José Bargas Díaz

Miguel Serrano

2022/5/17

COVID-19 detection from lung ultrasound images

Melisa Mateu

Jimena Olveres Montiel

Boris Escalante-Ramírez

2022/5/17

Redes neuronales recurrentes para el desarrollo de las habilidades conversacionales de un asistente de aprendizaje.

Research in Computing Science

G. Carbajal-Degante

E. Terrazas Razo

O.

Bucio

J.

...

2022

Hermite transform based algorithm for detection and classification of high impedance faults

IEEE Access

Daniel Guillen

Jimena Olveres

Vicente Torres-García

Boris Escalante-Ramírez

2022/7/28

3D+ t feature-based descriptor for unsupervised flagellar human sperm beat classification

Haydee O Hernández

Paul Hernández-Herrera

Fernando Montoya

Jimena Olveres

Hermes Bloomfield-Gadêlha

...

2022/7/11

Aprendizaje computacional para análisis de imágenes de ultrasonido médico

https://www. ties. unam. mx/num04/index. html

Fernando Arámbula Cosío

F Torres Robles

Gustavo AR Velásquez-Rodríguez

E Galicia Gómez

B Escalante-Ramirez

...

2021

Evolution of conditional-GANs for the synthesis of chest x-ray images

Juan Antonio Rodríguez-de-la-Cruz

Héctor Gabriel Acosta-Mesa

Efrén Mezura-Montes

Fernando Arámbula Cosío

Borís Escalante-Ramírez

...

2021/12/10

A multiphase texture-based model of active contours assisted by a convolutional neural network for automatic CT and MRI heart ventricle segmentation

Computer Methods and Programs in Biomedicine

Erik Carbajal-Degante

Steve Avendaño

Leonardo Ledesma

Jimena Olveres

Enrique Vallejo

...

2021/11/1

Hermite transform-based algorithm to discriminate magnetizing currents in transformers

Sustainable Energy, Grids and Networks

Daniel Guillen

Jimena Olveres

Hector Esponda

Boris Escalante-Ramirez

V Torres-Garcia

...

2021/9/1

What is new in computer vision and artificial intelligence in medical image analysis applications

Jimena Olveres

Germán González

Fabian Torres

José Carlos Moreno-Tagle

Erik Carbajal-Degante

...

2021/8

Full multi resolution active shape model for left ventricle segmentation

Eduardo Galicia Gomez

Fabian Torres Robles

Boris Escalante Ramirez

Jimena Olveres

Fernando Arámbula Cosío

2021/12/10

Hermite transform-based superpixel for texture image segmentation

Vivian Triana-Galeano

Germán González

Jimena Olveres

Boris Escalante-Ramírez

2020/4/1

Mapping small and medium-sized water reservoirs using Sentinel-1A: a case study in Chiapas, Mexico

Journal of Applied Remote Sensing

Alejandra A López-Caloca

Boris Escalante-Ramírez

Pilar Henao

2020/7/1

See List of Professors in Boris Escalante-Ramirez University(Universidad Nacional Autónoma de México)

Co-Authors

H-index: 38
Jean-Bernard Martens

Jean-Bernard Martens

Technische Universiteit Eindhoven

H-index: 35
huib de ridder

huib de ridder

Technische Universiteit Delft

H-index: 33
Gloria Bueno

Gloria Bueno

Universidad de Castilla-La Mancha

H-index: 32
Jan Kybic

Jan Kybic

Ceské vysoké ucení technické v Praze

H-index: 18
Hanna Oktaba

Hanna Oktaba

Universidad Nacional Autónoma de México

H-index: 11
Jorge Brieva

Jorge Brieva

Universidad Panamericana

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