Article

Leveraging Machine Learning in <em>Caenorhabditis elegans</em> Developmental Studies

2025-08-06

Abstract excerpt

Caenorhabditis elegans (C. elegans) is a microscopic, free-living nematode widely used as a model organism for studying fundamental biological processes, including development. Moreover, because of its rapid growth and simple maintenance, C. elegans is widely used in high-throughput screening studies. However, conventional methods for analyzing these morphological and developmental characteristics often rely on ma...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: ce2f68c7-b4ba-5aab-bdfa-70f506ce7921
DOI: 10.20944/preprints202505.0891.v2

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Leveraging Machine Learning in <em>Caenorhabditis elegans</em> Developmental StudiesDOI 10.20944/preprints202505.0891.v2Read

Leveraging Machine Learning in Caenorhabditis elegans Developmental StudiesSemantic proximity Read

WorMachine: machine learning-based phenotypic analysis tool for worms.Semantic proximity Read

Mask R-CNN Based C. Elegans Detection with a DIY MicroscopeSemantic proximity Read

Massively parallel C. elegans tracking provides multi-dimensional fingerprints for phenotypic discovery.Semantic proximity Read

High-throughput, single-worm tracking and analysis in Caenorhabditis elegansSemantic proximity Read

Deep Learning for Microfluidic-Assisted Caenorhabditis elegans Multi-Parameter Identification Using YOLOv7Semantic proximity Read

An imaging system for standardized quantitative analysis of C. elegans behavior.Semantic proximity Read

DevStaR: high-throughput quantification of C. elegans developmental stages.Semantic proximity Read

Using WormBase: A Genome Biology Resource for Caenorhabditis elegans and Related Nematodes.Semantic proximity Read

QuantWorm: a comprehensive software package for Caenorhabditis elegans phenotypic assays.Semantic proximity Read

An image analysis toolbox for high-throughput C. elegans assays.Semantic proximity Read

Automatic tracking, feature extraction and classification of C elegans phenotypes.Semantic proximity Read