Case Study: MindMirror achieves rapid smartphone-based brain health assessment with AccelOne's AI platform

MindMirror reduces brain health assessment to 30 seconds with AccelOne

MindMirror, a digital health technology company, faced the challenge of creating a clinically meaningful neurological assessment tool that could run on a standard smartphone without any specialized hardware. Their goal was to move beyond subjective questionnaires and deliver objective concussion detection, a process that required collecting highly specialized data and solving complex problems in computer vision and AI. AccelOne partnered with them to tackle this challenge.

AccelOne engineered an end-to-end AI platform for MindMirror, which included computer vision for pupil tracking, AI models to analyze 14 neurological biomarkers, native mobile applications, and cloud infrastructure for data processing. The solution reduced assessment time from over 10 minutes to approximately 30 seconds, achieved a 98% correlation with medical-grade devices, and eliminated the need for specialized hardware. This provided MindMirror with a scalable foundation for objective brain health assessment and recovery monitoring.

MindMirror