Pablo E. Layana Castro

According to our database, Pablo E. Layana Castro authored at least 6 papers between 2020 and 2023.

Collaborative distances:

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

2023

Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset.

Pablo E. Layana Castro, Antonio García Garví, Francisco Navarro Moya, Antonio-José Sánchez-Salmerón

Int. J. Comput. Vis., September, 2023

2022

A new training strategy for spatial transform networks (STN's).

Francisco Navarro Moya, Joan Carles Puchalt, Pablo E. Layana Castro, Antonio García Garví, Antonio-José Sánchez-Salmerón

Neural Comput. Appl., 2022

Caenorhabditis Elegans Detection Using YOLOv5 and Faster R-CNN Networks.

Ernesto Jesús Rico-Guardiola, Pablo E. Layana Castro, Antonio García Garví, Antonio-José Sánchez-Salmerón

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

2021

Towards Lifespan Automation for Caenorhabditis elegans Based on Deep Learning: Analysing Convolutional and Recurrent Neural Networks for Dead or Live Classification.

Antonio García Garví, Joan Carles Puchalt, Pablo E. Layana Castro, Francisco Navarro Moya, Antonio-José Sánchez-Salmerón

Sensors, 2021

Caenorhabditis elegans Multi-Tracker Based on a Modified Skeleton Algorithm.

Pablo E. Layana Castro, Joan Carles Puchalt, Antonio García Garví, Antonio-José Sánchez-Salmerón

Sensors, 2021

2020

Reducing Results Variance in Lifespan Machines: An Analysis of the Influence of Vibrotaxis on Wild-Type Caenorhabditis elegans for the Death Criterion.

Joan Carles Puchalt, Pablo E. Layana Castro, Antonio-José Sánchez-Salmerón

Sensors, 2020