Research Articles
DeepLabCut: The Open-Source Pose Estimation Toolbox Transforming Behavioral Research in Neuroscience & Drug Development
This comprehensive guide explores DeepLabCut (DLC), the leading open-source toolbox for markerless pose estimation.
DeepLabCut for Behavioral Neuroscience: A Complete Guide to Automated Analysis of Open Field and Elevated Plus Maze Tests
This comprehensive guide explores the application of DeepLabCut, an open-source deep learning framework, for automated pose estimation and behavioral analysis in two fundamental rodent anxiety tests: the Open Field Test...
Master the DeepLabCut GUI: A Complete Step-by-Step Tutorial for Behavioral Researchers
This comprehensive tutorial provides researchers, scientists, and drug development professionals with a complete guide to using the DeepLabCut Graphical User Interface (GUI).
DeepLabCut: A Comprehensive Guide to Markerless Pose Estimation in Preclinical Neuroscience and Drug Discovery
This article provides a definitive guide to DeepLabCut (DLC), a premier open-source toolbox for markerless animal pose estimation, tailored for neuroscientists and drug development researchers.
3D Markerless Pose Estimation with DeepLabCut: A Complete Guide for Biomedical Researchers
This comprehensive guide explores DeepLabCut (DLC) for 3D markerless pose estimation, a transformative tool for quantifying animal and human behavior in biomedical research.
From Lab to Clinic: How DeepLabCut is Revolutionizing Ethology and Advancing Medicine
This article provides a comprehensive guide for researchers and drug development professionals on applying the DeepLabCut (DLC) toolkit for markerless pose estimation.
Quantifying Repetitive Behaviors with DeepLabCut: A Comprehensive Guide for Preclinical Researchers
This article provides a detailed, practical guide for researchers and drug development professionals on using DeepLabCut for accurate, high-throughput quantification of repetitive behaviors in animal models.
DeepLabCut vs. SimBA vs. HomeCageScan: The Ultimate 2024 Guide for Behavioral Phenotyping in Biomedical Research
This comprehensive guide compares three leading behavioral analysis platforms—DeepLabCut (markerless pose estimation), SimBA (behavioral classification), and HomeCageScan (commercial automated scoring)—for rodent studies.
DeepLabCut vs. HomeCageScan: A Comparative Guide to Automated Grooming Analysis in Preclinical Research
This article provides a comprehensive comparison of DeepLabCut (DLC) and HomeCageScan (HCS) for automated rodent grooming analysis.
DeepLabCut vs. EthoVision: A Comprehensive Validation Study for Behavioral Analysis in Biomedical Research
This article presents a detailed comparison and validation study between DeepLabCut (DLC), a deep learning-based pose estimation tool, and EthoVision XT, a commercial video tracking software.