RT Journal Article SR Electronic T1 Video based phenotyping platform for the laboratory mouse JF bioRxiv FD Cold Spring Harbor Laboratory SP 2022.01.13.476229 DO 10.1101/2022.01.13.476229 A1 Beane, Glen A1 Geuther, Brian Q. A1 Sproule, Thomas J. A1 Trapszo, Jarek A1 Hession, Leinani A1 Kohar, Vivek A1 Kumar, Vivek YR 2022 UL http://biorxiv.org/content/early/2022/01/18/2022.01.13.476229.abstract AB Automated detection of complex animal behavior remains a challenge in behavioral neurogenetics. Developments in computer-vision have greatly advanced automated behavior detection and allow high-throughput pre-clinical studies. An integrated hardware and software solution is necessary to facilitate the adoption of these advances in the field of behavioral neurogenetics, particularly for non-computational labs. We have published a series of papers using an open field arena to annotate complex behaviors such as grooming, posture, and gait as well as higher level constructs such as frailty. Here, we describe in detail our integrated hardware and software solution for robust, high quality video monitoring of mice. We provide safety data for mice in long-term monitoring by recording environmental conditions in the arenas as well as health markers. The details provided here offer one potential solution for standardized high quality video data for computer vision tasks, and enables replication of our work.Competing Interest StatementThe authors have declared no competing interest.