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Biorxiv : the Preprint Server for Biology|February 6, 2024
Highly Accurate and Precise Determination of Mouse Mass Using Computer VisionMalachy Guzman, Brian Geuther, Gautam Sabnis, et al.Biorxiv : the Preprint Server for Biology|April 10, 2026
Optimizing Intermediate Representations: A Framework for Low-Cost, High-Accuracy Behavior QuantificationJessica D Choi, Brian Geuther, Vivek KumarBiorxiv : the Preprint Server for Biology|April 3, 2026
Integrating supervised and unsupervised machine learning for behavior segmentation reveals latent frailty signatures and improves aging clocks in isogenic and outbred miceGautam Sabnis, Dustin M Miao, Vivek KumarPatterns (New York, N.Y.)|November 21, 2024
Highly accurate and precise determination of mouse mass using computer visionMalachy Guzman, Brian Q Geuther, Gautam S Sabnis, et al.Biorxiv : the Preprint Server for Biology|June 13, 2024
Visual detection of seizures in mice using supervised machine learningGautam Sabnis, Leinani Hession, J Matthew Mahoney, et al.Elife|March 17, 2021
Action detection using a neural network elucidates the genetics of mouse grooming behaviorBrian Q Geuther, Asaf Peer, Hao He, et al.Cell Reports Methods|November 27, 2025
Visual detection of seizures in mice using supervised machine learningGautam S Sabnis, Leinani Hession, J Matthew Mahoney, et al.Sleep|October 31, 2021
High-throughput visual assessment of sleep stages in mice using machine learningBrian Geuther, Mandy Chen, Raymond J Galante, et al.Cell Reports|January 12, 2022
Stride-level analysis of mouse open field behavior using deep-learning-based pose estimationKeith Sheppard, Justin Gardin, Gautam S Sabnis, et al.NPJ Systems Biology and Applications|May 28, 2026
Mapping gene expression dynamics to developmental phenotypes with information entropy analysisBen Ansbacher, Malachy Guzman, Jordi Garcia-Ojalvo, et al.Pageof 155