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PhysioKit: An Open-Source, Low-Cost Physiological Computing Toolkit for Single- and Multi-User Studies
Jitesh Joshi1, Katherine Wang1, Youngjun Cho1
1Department of Computer Science, University College London, London NW1 2AE, UK.
Sensors (Basel, Switzerland)
|October 14, 2023
Summary
PhysioKit is an open-source, low-cost toolkit for physiological computing. It offers a modular sensing layer and software for data acquisition, visualization, and ML-based quality assessment, validated against research-grade sensors.
Area of Science:
- Physiological computing
- Human-computer interaction
- Biomedical engineering
Background:
- Physiological sensors offer new research avenues but commercial options are expensive and low-cost sensors require significant setup.
- Access to raw physiological waveform data is crucial for in-depth analysis and user experience evaluation.
- Existing solutions often present a trade-off between cost, data accessibility, and ease of implementation.
Purpose of the Study:
- Introduce PhysioKit, an open-source, low-cost physiological computing toolkit.
- Provide a comprehensive pipeline for physiological data acquisition, processing, and analysis.
- Validate the performance and usability of PhysioKit in a research context.
Main Methods:
- Developed a modular sensing and data acquisition layer for flexible configuration.
- Created a software application layer supporting real-time visualization and machine learning (ML)-enabled signal quality assessment.
- Integrated basic visual biofeedback and synchronized multi-user acquisition capabilities.
- Conducted a validation study comparing PhysioKit with research-grade sensors for heart rate and heart rate variability.
- Performed a usability survey with 10 project teams (44 members) using PhysioKit for 4-6 weeks.
Main Results:
- PhysioKit demonstrated strong agreement with research-grade sensors in measuring heart rate and heart rate variability.
- Validation study with 16 participants confirmed the accuracy of the toolkit.
- Usability survey provided positive insights into PhysioKit's use cases and research benefits.
- The toolkit supports synchronized acquisition for both co-located and remote multi-user settings.
Conclusions:
- PhysioKit offers a viable, low-cost, and accessible solution for physiological computing research.
- The toolkit's modular design and ML-enabled features enhance data acquisition and analysis.
- PhysioKit has the potential to significantly impact and broaden participation in physiological computing research.
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