SegElegans: Instance segmentation using dual convolutional recurrent neural network decoder in Caenorhabditis elegans microscopic images.

Antonio García Garví

Pablo E. Layana Castro Konstantinos Kounakis Antonio García Garví Ilias Gkikas Ioannis Tsiamantas Nektarios Tavernarakis Antonio-José Sánchez-Salmerón SegElegans: Instance segmentation using dual convolutional recurrent neural network decoder in Caenorhabditis elegans microscopic images. 110012 2025 190 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.110012 db/journals/cbm/cbm190.html#CastroKGGTTS25 streams/journals/cbm

Pablo E. Layana Castro Antonio García Garví Francisco Navarro Moya Antonio-José Sánchez-Salmerón Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset. 2408-2424 2023 September 131 Int. J. Comput. Vis. 9 https://doi.org/10.1007/s11263-023-01818-6 db/journals/ijcv/ijcv131.html#CastroGMS23

Francisco Navarro Moya Joan Carles Puchalt Pablo E. Layana Castro Antonio García Garví Antonio-José Sánchez-Salmerón A new training strategy for spatial transform networks (STN's). 10081-10092 2022 34 Neural Comput. Appl. 12 https://doi.org/10.1007/s00521-022-06993-0 db/journals/nca/nca34.html#MoyaPCGS22

Ernesto Jesús Rico-Guardiola Pablo E. Layana Castro Antonio García Garví Antonio-José Sánchez-Salmerón Caenorhabditis Elegans Detection Using YOLOv5 and Faster R-CNN Networks. 776-787 2022 OL2A https://doi.org/10.1007/978-3-031-23236-7_53 conf/ol2a/2022 db/conf/ol2a/ol2a2022.html#Rico-GuardiolaC22

Antonio García Garví Joan Carles Puchalt Pablo E. Layana Castro Francisco Navarro Moya Antonio-José Sánchez-Salmerón Towards Lifespan Automation for Caenorhabditis elegans Based on Deep Learning: Analysing Convolutional and Recurrent Neural Networks for Dead or Live Classification. 4943 2021 21 Sensors 14 https://doi.org/10.3390/s21144943 db/journals/sensors/sensors21.html#GarviPCMS21

Pablo E. Layana Castro Joan Carles Puchalt Antonio García Garví Antonio-José Sánchez-Salmerón Caenorhabditis elegans Multi-Tracker Based on a Modified Skeleton Algorithm. 5622 2021 21 Sensors 16 https://doi.org/10.3390/s21165622 db/journals/sensors/sensors21.html#CastroPGS21

Pablo E. Layana Castro Ilias Gkikas Konstantinos Kounakis Francisco Navarro Moya Joan Carles Puchalt Ernesto Jesús Rico-Guardiola Antonio-José Sánchez-Salmerón Nektarios Tavernarakis Ioannis Tsiamantas