Publicaciones

• Artículo: 2023, Analysis of a C. elegans lifespan prediction method based on a bimodal neural network and uncertainty estimation,
  Revista: Computational and Structural Biotechnology Journal, Numero , Volumen 21, Páginas: –
  DOI: https://doi.org/10.1016/j.csbj.2022.12.033
  Autores: García-Garví, Antonio; Layana-Castro, Pablo Emmanuel; Sánchez Salmerón, Antonio José
  

• Artículo: 2023, Automatic segmentation of Caenorhabditis elegans skeletons in worm aggregations using improved U-Net in low-resolution image sequences,
  Revista: Heliyon, Numero , Volumen 9, Páginas: –
  DOI: https://doi.org/10.1016/j.heliyon.2023.e14715
  Autores: Layana-Castro, Pablo Emmanuel; García-Garví, Antonio; Sánchez Salmerón, Antonio José
  

• Artículo: 2023, Automation of Caenorhabditis elegans lifespan assay using a simplified domain synthetic image-based neural network training strategy,
  Revista: Computational and Structural Biotechnology Journal, Numero , Volumen 21, Páginas: –
  DOI: https://doi.org/10.1016/j.csbj.2023.10.007
  Autores: García-Garví, Antonio; Layana-Castro, Pablo Emmanuel; Puchalt-Rodríguez, Joan Carles; Sánchez Salmerón, Antonio José
  

• Artículo: 2023, Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset,
  Revista: International Journal of Computer Vision, Numero , Volumen 131, Páginas: –
  DOI: https://doi.org/10.1007/s11263-023-01818-6
  Autores: Layana-Castro, Pablo Emmanuel; García-Garví, Antonio; Navarro Moya, Francisco; Sánchez Salmerón, Antonio José
  

• Artículo: 2023, Towards generalization for Caenorhabditis elegans detection,
  Revista: Computational and Structural Biotechnology Journal, Numero , Volumen 21, Páginas: –
  DOI: https://doi.org/10.1016/j.csbj.2023.09.039
  Autores: Escobar-Benavides, Santiago; García-Garví, Antonio; Layana-Castro, Pablo Emmanuel; Sánchez Salmerón, Antonio José
  

• Artículo: 2022, A new training strategy for spatial transform networks (STN’s),
  Revista: Neural Computing and Applications, Numero , Volumen , Páginas: 10081- 10092
  DOI: https://doi.org/10.1007/s00521-022-06993-0
  Autores: Francisco Navarro Moya; Puchalt-Rodríguez, Joan Carles; Layana-Castro, Pablo Emmanuel; García-Garví, Antonio; Sánchez Salmerón, Antonio José
  

• Artículo: 2021, Towards Lifespan Automation for Caenorhabditis elegans Based on Deep Learning: Analysing Convolutional and Recurrent Neural Networks for Dead or Live Classification,
  Revista: Sensors, Numero 14, Volumen 21, Páginas: 4943- 4950
  DOI: https://doi.org/10.3390/s21144943
  Autores: García-Garví, Antonio; Puchalt-Rodríguez, Joan Carles; Layana-Castro, Pablo Emmanuel; Francisco Navarro Moya; Sánchez Salmerón, Antonio José
  

• Artículo: 2021, Caenorhabditis elegans Multi-Tracker Based on a Modified Skeleton Algorithm,
  Revista: Sensors, Numero 16, Volumen 21, Páginas: 5622- 5643
  DOI: https://doi.org/10.3390/s21165622
  Autores: Layana-Castro, Pablo Emmanuel; Puchalt-Rodríguez, Joan Carles; García-Garví, Antonio; Sánchez Salmerón, Antonio José
  

• Artículo: 2020, Improving skeleton algorithm for helping Caenorhabditis elegans trackers,
  Revista: Scientific Reports, Numero 1, Volumen 10, Páginas: 1- 12
  DOI: https://doi.org/10.1038/s41598-020-79430-8
  Autores: Layana-Castro, Pablo Emmanuel; Puchalt-Rodríguez, Joan Carles; Sánchez Salmerón, Antonio José
  

• Artículo: 2020, Reducing Results Variance in Lifespan Machines: An Analysis of the Influence of Vibrotaxis on Wild-Type Caenorhabditis elegans for the Death Criterion,
  Revista: Sensors, Numero 21, Volumen 20, Páginas: 1- 17
  DOI: https://doi.org/10.3390/s20215981
  Autores: Puchalt-Rodríguez, Joan Carles; Layana-Castro, Pablo Emmanuel; Sánchez Salmerón, Antonio José