WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
An important model system for understanding genes, neurons and behavior, the nematode
worm C. elegans naturally moves through a variety of complex postures, for which …
worm C. elegans naturally moves through a variety of complex postures, for which …
Towards Lifespan Automation for Caenorhabditis elegans Based on Deep Learning: Analysing Convolutional and Recurrent Neural Networks for Dead or Live …
A García Garví, JC Puchalt, PE Layana Castro… - Sensors, 2021 - mdpi.com
The automation of lifespan assays with C. elegans in standard Petri dishes is a challenging
problem because there are several problems hindering detection such as occlusions at the …
problem because there are several problems hindering detection such as occlusions at the …
Skeletonizing Caenorhabditis elegans based on U-Net architectures trained with a multi-worm low-resolution synthetic dataset
PEL Castro, AG Garví, FN Moya… - … of Computer Vision, 2023 - search.proquest.com
Skeletonization algorithms are used as basic methods to solve tracking problems, pose
estimation, or predict animal group behavior. Traditional skeletonization techniques, based …
estimation, or predict animal group behavior. Traditional skeletonization techniques, based …
Skeletonizing Caenorhabditis elegans Based on U-Net Architectures Trained with a Multi-worm Low-Resolution Synthetic Dataset
PE Layana Castro, A García Garví… - International Journal of …, 2023 - Springer
Skeletonization algorithms are used as basic methods to solve tracking problems, pose
estimation, or predict animal group behavior. Traditional skeletonization techniques, based …
estimation, or predict animal group behavior. Traditional skeletonization techniques, based …
Automated recognition and analysis of body bending behavior in C. elegans
H Zhang, W Chen - BMC bioinformatics, 2023 - Springer
Abstract Background Locomotion behaviors of Caenorhabditis elegans play an important
role in drug activity screening, anti-aging research, and toxicological assessment. Previous …
role in drug activity screening, anti-aging research, and toxicological assessment. Previous …