Below is the list of highlighted publications from our lab. The full list is available on PubMed and Google Scholar.
Visual detection of seizures in mice using supervised machine learning
Gautam S. Sabnis, Leinani Hession, J. Matthew Mahoney, Arie Mobley, Marina Santos, Brian Geuther, Vivek Kumar
Cell Reports Methods (2025)
JAX Animal Behavior System (JABS): A genetics informed, end-to-end advanced behavioral phenotyping platform for the laboratory mouse
Anshul Choudhary, Brian Q Geuther, Thomas J Sproule, Glen Beane, Vivek Kohar, Jarek Trapszo, Vivek Kumar
eLife (2025)
Machine vision-based frailty assessment for genetically diverse mice
Gautam S Sabnis, Gary A Churchill, Vivek Kumar
GeroScience (2025)
Highly accurate and precise determination of mouse mass using computer vision
Malachy Guzman, Brian Q Geuther, Gautam S Sabnis, Vivek Kumar
Patterns (2024)
Tmod2 Is a Regulator of Cocaine Responses through Control of Striatal and Cortical Excitability and Drug-Induced Plasticity
Arojit Mitra, Sean P Deats, Price E Dickson, Jiuhe Zhu, Justin Gardin, Brian J Nieman, R Mark Henkelman, Nien-Pei Tsai, Elissa J Chesler, Zhong-Wei Zhang, Vivek Kumar
Journal of Neuroscience (2024)
A machine-vision-based frailty index for mice
Leinani E Hession, Gautam S Sabnis, Gary A Churchill, Vivek Kumar
Nature Aging (2022)
High-throughput visual assessment of sleep stages in mice using machine learning
Brian Geuther, Mandy Chen, Raymond J Galante, Owen Han, Jie Lian, Joshy George, Allan I Pack, Vivek Kumar
Sleep (2022)
Stride-level analysis of mouse open field behavior using deep-learning-based pose estimation
Keith Sheppard, Justin Gardin, Gautam S Sabnis, Asaf Peer, Megan Darrell, Sean Deats, Brian Geuther, Cathleen M Lutz, Vivek Kumar
Cell Reports (2022)
Action detection using a neural network elucidates the genetics of mouse grooming behavior
Brian Q Geuther, Asaf Peer, Hao He, Gautam Sabnis, Vivek M Philip, Vivek Kumar
Elife (2021)
