- Home
- Companies
- iMouse GmbH
- Software
- iMouseBrain - AI-Enhanced Behavioral ...
iMouseBrain - AI-Enhanced Behavioral Analysis for Preclinical Studies
iMouse GmbH offers a sophisticated AI-powered platform that is revolutionizing preclinical studies by providing digital biomarkers. This system processes video data of mice, converting their activities into comprehensive behavioral maps and charts. These digital tools allow researchers to sequence behavior events akin to gene sequencing, thereby enhancing the analysis of activity patterns and health indicators with unprecedented depth and precision. By minimizing irrelevant data through standardized hardware and processes, including the innovative use of DigiFrames, the service focuses on scientifically relevant content. The AI reduces human bias and improves data accuracy, delivering exportable analyses in formats like CSV for enhanced data utilization. Training data is curated from shared community lab videos with scientists providing quality assurance, ensuring high standards of annotation and behavior recognition. This approach enhances drug candidate evaluation by improving the predictability of safety and efficacy, ultimately refining the mouse model's translatability.
Al-Analyzer - the disruptive community approach for preclinical studies.
The algorithm transforms mouse video recordings into behavioral maps and charts, delivering a comprehensive digital representation of each animal. These insights are presented as clear, actionable statistics.
By sequencing behavior events - analogous to gene sequencing - we analyze activity patterns and health indicators in preclinical research, empowering your team with unprecedented depth and precision.
Al increases data accuracy and reduce the human bias.
- Our standardized observation units (DigiFrames) form the foundation of the Machine-Learning approach.
- By standardizing hardware and processes, combined with zone-based data capture, we minimize irrelevant data and focus on scientifically relevant content.
- Training data are sourced from community-lab video material, with scientists acting as quality assurance.
- The algorithm automatically detects behavioral patterns (e.g., minutes of activity per action/mouse/day) and delivers exportable analyses in standard formats (CSV) for further processing.
