Mauro Mendez

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Convolutional Network

Fluorescence Microscopy Images

Machine Learning

Class Imbalance

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

John Valen, Indranil Balki, Mauro Mendez, Wendi Qu, Jacob Levman, Alexander Bilbily, Pascal N. Tyrrell
Quantifying uncertainty in machine learning classifiers for medical imaging. Int. J. Comput. Assist. Radiol. Surg. 17 (4) (2022)
Willard Zamora-Cárdenas, Mauro Mendez, Saúl Calderón Ramírez, Martin Vargas, Gerardo Monge, Steve Quiros, David A. Elizondo, Miguel A. Molina-Cabello
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images. CoRR (2021)
Willard Zamora-Cárdenas, Mauro Mendez, Saúl Calderón Ramírez, Martin Vargas, Gerardo Monge, Steve Quiros, David A. Elizondo, Jordina Torrents-Barrena, Miguel A. Molina-Cabello
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images. IWANN (1) (2021)
Wendi Qu, Indranil Balki, Mauro Mendez, John Valen, Jacob Levman, Pascal N. Tyrrell
Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging. Int. J. Comput. Assist. Radiol. Surg. 15 (12) (2020)
Mauro Mendez, Saúl Calderón Ramírez, Pascal N. Tyrrell
Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance. CARLA (2019)
Saúl Calderón Ramírez, Joel Barrantes, J. Schuster, Mauro Mendez, Jakub Begera
Automatic Calibration of the Deceived Non Local Means Filter for Improving the Segmentation of Cells in Fluorescence Based Microscopy. ICBEA (2018)