Pablo E. Layana Castro

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 et al. · Sensors · 2021 · 17 citations · Full text

Computing, Bioengineering, Computer Science +17

Improving skeleton algorithm for helping Caenorhabditis elegans trackers

Pablo E. Layana Castro, Joan Carles Puchalt, Antonio-José Sánchez-Salmerón · Scientific Reports · 2020 · 15 citations · Full text

Computing, Computer Science, Zoology +13

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 et al. · International Journal of Computer Vision · 2023 · 11 citations · Full text

Computing, Bioengineering, Computer Science +12

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 · 10 citations · Full text

Engineering, Bioengineering, Biology +14

Caenorhabditis elegans Multi-Tracker Based on a Modified Skeleton Algorithm

Pablo E. Layana Castro, Joan Carles Puchalt, Antonio García Garví et al. · Sensors · 2021 · 10 citations · Full text

Computing, Computer Science, Zoology +15