Mauro Mendez

According to our database, Mauro Mendez authored at least 6 papers between 2018 and 2022.

Collaborative distances:

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

2022

Quantifying uncertainty in machine learning classifiers for medical imaging.

John Valen, Indranil Balki, Mauro Mendez, Wendi Qu, Jacob Levman, Alexander Bilbily, Pascal N. Tyrrell

Int. J. Comput. Assist. Radiol. Surg., 2022

2021

Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images.

Willard Zamora-Cárdenas, Mauro Mendez, Saúl Calderón Ramírez, Martin Vargas, Gerardo Monge, Steve Quirós, David A. Elizondo, Miguel A. Molina-Cabello

CoRR, 2021

Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images.

Willard Zamora-Cárdenas, Mauro Mendez, Saúl Calderón Ramírez, Martin Vargas, Gerardo Monge, Steve Quirós, David A. Elizondo, Jordina Torrents-Barrena, Miguel A. Molina-Cabello

Proceedings of the Advances in Computational Intelligence, 2021

2020

Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging.

Wendi Qu, Indranil Balki, Mauro Mendez, John Valen, Jacob Levman, Pascal N. Tyrrell

Int. J. Comput. Assist. Radiol. Surg., 2020

2019

Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance.

Mauro Mendez, Saúl Calderón Ramírez, Pascal N. Tyrrell

Proceedings of the High Performance Computing - 6th Latin American Conference, 2019

2018

Automatic Calibration of the Deceived Non Local Means Filter for Improving the Segmentation of Cells in Fluorescence Based Microscopy.

Saúl Calderón Ramírez, Joel Barrantes, J. Schuster, Mauro Mendez, Jakub Begera

Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018