Advanced Data Analytics for Superior Rehabilitation Outcomes

At Wizio, we leverage cutting-edge data analytics to transform post-surgical rehabilitation, delivering objective insights that drive better patient results. Our platform goes beyond traditional methods by capturing and analyzing real-world data to address key challenges in recovery.

  1. Enhanced Compliance Monitoring and Management. Patient adherence to rehabilitation protocols is a critical factor in successful outcomes, yet it remains one of the primary challenges identified by healthcare professionals. Studies highlight that non-compliance can significantly hinder recovery in orthopedic rehabilitation (1). Wizio's analytics track adherence in real-time, providing tools and reminders to support patients We have documented more than 74% compliance in home rehab compared to 28% reported in the literature..

  2. Objective Assessment of Exercise Quality Drawing from data on over 5,000 patients and expert input from senior physical therapists, we have established precise parameters for high-quality exercise performance. These metrics—captured automatically during sessions—evaluate form, repetition accuracy, and effort. At the end of each session, detailed reports are generated, covering not only session duration and routine adherence but also quality scores to ensure exercises are performed effectively.

  3. Clinic-Level Parameter Measurement at Home. Wizio enables remote capture and reporting of key clinical parameters typically measured in-person, including joint angle, range of motion (ROM), strength, balance, and gait analysis. This brings professional-grade monitoring into the patient's daily routine, bridging the gap between clinic visits.

  4. Tracking Patient-Reported and Subjective Outcomes. For a holistic view, we incorporate patient-reported parameters such as pain levels, fatigue, swelling, sleep quality, and overall satisfaction. These intangible yet vital metrics are easily logged and trended over time, helping identify issues early and adjust care plans accordingly.

  5. Mandatory Weekly Live Oversight. To maintain accountability and personalized guidance, we require at least one live session per week—either in-person or via video—with the referring medical professional. This ensures ongoing expert review of progress and adjustments as needed.

For detailed examples of measurements and analytics in action, please refer to our application notes.

1 Alghadir AH, et al. Patient Compliance With Physical Therapy Following Orthopedic Surgery and Its Outcomes. Cureus. 2023;15(4):e37159. (Highlighting non-compliance as a major concern in orthopedic rehabilitation efficacy); and Granger CL, et al. Patient Involvement With Home-Based Exercise Programs: Can Connected Health Interventions Influence Adherence? JMIR Mhealth Uhealth. 2018;6(3):e47. (Noting non-adherence rates up to 50% in musculoskeletal cohorts).

Wizio's analytics platform operates in two phases, providing instant guidance and long-term insights.

The real-time component is key, delivering immediate feedback to optimize exercise form and prevent injury.
Long term insights is complete medical grade analysis, and is shared with the referring medical professioanl only .
Real-Time Feedback During Exercises

Our advanced computer vision algorithms analyze movements in real time, measuring biomechanical parameters with high precision. Deviations from protocols trigger instant corrective feedback via audio cues (e.g., "Extend your knee fully" or "Slow down") and visual overlays (e.g., on-screen highlights or target indicators).

This helps patients self-correct immediately, ensuring proper technique, safety, and effectiveness. It replicates therapist supervision at home, enhancing rehabilitation outcomes and reducing setbacks.

For demonstrations of real-time feedback, view our explanatory videos in the application notes or demo section.