Jimena Olveres

According to our database, Jimena Olveres authored at least 13 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Computación y Sistemas (CyS), 2023

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

Jesús García-Ramírez, Boris Escalante-Ramírez, Jimena Olveres Montiel

IEEE Access, 2023

Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images.

Jesús García-Ramírez, Rodrigo Ramos Díaz, Jimena Olveres, Boris Escalante-Ramírez

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

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

Erik Carbajal-Degante, Omar Terrazas Razo, Jackeline Bucio García, Jimena Olveres, Boris Escalante-Ramírez, Guadalupe Vadillo

Res. Comput. Sci., 2022

Hermite Transform Based Algorithm for Detection and Classification of High Impedance Faults.

Daniel Guillen, Jimena Olveres, Vicente Torres-Garcia, Boris Escalante-Ramírez

IEEE Access, 2022

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

Haydee O. Hernández, Paul Hernandez-Herrera, Fernando Montoya, Jimena Olveres, Hermes Bloomfield-Gadêlha, Alberto Darszon, Boris Escalante-Ramírez, Gabriel Corkidi

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

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

Erik Carbajal-Degante, Steve Avendaño, Leonardo Ledesma, Jimena Olveres, Enrique Vallejo, Boris Escalante-Ramírez

Comput. Methods Programs Biomed., 2021

2020

3D Hermite Transform Optical Flow Estimation in Left Ventricle CT Sequences.

Carlos Mira, Ernesto Moya-Albor, Boris Escalante-Ramírez, Jimena Olveres, Jorge Brieva, Enrique Vallejo

Sensors, 2020

Modelling of high impedance faults in distribution systems and validation based on multiresolution techniques.

Vicente Torres-Garcia, Daniel Guillen, Jimena Olveres, Boris Escalante-Ramírez, Juan R. Rodriguez-Rodriguez

Comput. Electr. Eng., 2020

2019

Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization.

Fabian Torres Robles, Boris Escalante-Ramírez, Jimena Olveres, Ping-Lang Yen

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Hermite Convolutional Networks.

Leonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2017

Deformable models for medical image segmentation based on local analysis

Jimena Olveres

PhD thesis, 2017

Left ventricle Hermite-based segmentation.

Jimena Olveres, Rodrigo Nava, Boris Escalante-Ramírez, Enrique Vallejo, Jan Kybic

Comput. Biol. Medicine, 2017