[HTML][HTML] Analysis of a C. elegans lifespan prediction method based on a bimodal neural network and uncertainty estimation
A García-Garví, PE Layana-Castro… - Computational and …, 2023 - Elsevier
In recent decades, assays with the nematode Caenorhabditis elegans (C. elegans) have
enabled great advances to be made in research on aging. However, performing these …
enabled great advances to be made in research on aging. However, performing these …
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 …
A new training strategy for spatial transform networks (STN's)
F Navarro Moya, JC Puchalt, PE Layana Castro… - Neural Computing and …, 2022 - Springer
Spatial transform networks (STN) are widely used since they can transform images captured
from different viewpoints to obtain an objective image. These networks use an image …
from different viewpoints to obtain an objective image. These networks use an image …
Automatic segmentation of Caenorhabditis elegans skeletons in worm aggregations using improved U-Net in low-resolution image sequences
Pose estimation of C. elegans in image sequences is challenging and even more difficult in
low-resolution images. Problems range from occlusions, loss of worm identity, and overlaps …
low-resolution images. Problems range from occlusions, loss of worm identity, and overlaps …
Adult-restricted gene knock-down reveals candidates that affect locomotive healthspan in C. elegans
A Jushaj, M Churgin, M De La Torre, A Kieswetter… - Biogerontology, 2023 - Springer
Understanding how we can age healthily is a challenge at the heart of biogerontological
interest. Whereas myriad genes are known to affect the lifespan of model organisms, effects …
interest. Whereas myriad genes are known to affect the lifespan of model organisms, effects …
[HTML][HTML] Automation of Caenorhabditis elegans lifespan assay using a simplified domain synthetic image-based neural network training strategy
A García-Garví, PE Layana-Castro, JC Puchalt… - Computational and …, 2023 - Elsevier
Performing lifespan assays with Caenorhabditis elegans (C. elegans) nematodes manually
is a time consuming and laborious task. Therefore, automation is necessary to increase …
is a time consuming and laborious task. Therefore, automation is necessary to increase …
[HTML][HTML] Towards generalization for Caenorhabditis elegans detection
S Escobar-Benavides, A García-Garví… - Computational and …, 2023 - Elsevier
The nematode Caenorhabditis elegans (C. elegans) is of significant interest for research into
neurodegenerative diseases, aging, and drug screening. However, conducting these assays …
neurodegenerative diseases, aging, and drug screening. However, conducting these assays …
Research trends in Caenorhabditis elegans and aging from 2004 to 2023: a bibliometric analysis.
Y Zhang, T Quan, Y Zeng, Y Hou, XT Yu, YE Leng… - 2024 - researchsquare.com
Caenorhabditis elegans (C. elegans) have emerged as a prominent model organism for
investigating aging, owing to its short life cycle, complete body transparency, protein editing …
investigating aging, owing to its short life cycle, complete body transparency, protein editing …
Developing a genetic toolkit for plant-parasitic nematodes
O Kranse - 2024 - repository.cam.ac.uk
Nematodes belong to one of the most diverse phyla on the planet. Most nematodes are free
living and feed on bacteria, fungi, and protozoa. Plant-parasitic lifestyles are relatively rare in …
living and feed on bacteria, fungi, and protozoa. Plant-parasitic lifestyles are relatively rare in …
Desarrollo de técnicas avanzadas de seguimiento de posturas para reconocimiento de comportamientos de C. elegans
PE Layana Castro - 2023 - riunet.upv.es
[ES] El objetivo principal de esta tesis es el desarrollo de técnicas avanzadas de
seguimiento de posturas para reconocimiento de comportamientos del Caenorhabditis …
seguimiento de posturas para reconocimiento de comportamientos del Caenorhabditis …