AI-Driven Assessment, Diagnostics for Joint and Muscle Health

The musculoskeletal and neuro-rehabilitation sectors face major challenges such as inconsistent assessment methods, subjective clinical judgments, lack of measurable recovery tracking methods, delayed diagnosis of underlying dysfunctions, and absence of standardized reporting.

Pheezee—an AI-powered, USFDA listed, ISO 13485-certified medical device—addresses these issues by enabling objective, data-driven diagnostics and personalized rehabilitation pathways.It bridges the gap between traditional expertise and technology by: Identifying joint and muscle dysfunction early, even before symptoms appear. Objectively tracking muscle performance and joint mobility. Supporting orthopedic and neurological condition management. Enhancing post-operative recovery. Reducing long-term complications.

A smart, AI-based screening process ensures that only patients requiring further analysis are guided to the Pheezee Assessment—an in-depth evaluation combining EMG and ROM metrics to uncover the root cause of functional limitations.

Begin screening: https://forms.fillout.com/t/uGsJXdbummus

Potential Use Cases:

1. Early Detection of Musculoskeletal Issues : Identify subtle signs of muscle weakness or joint restriction before pain or injury manifests. Ideal for general health checkups, wellness camps, and preventive health initiatives.
2. Objective Physiotherapy Assessments: Empower physiotherapists with quantifiable EMG and ROM data to replace subjective assessments and ensure consistent diagnosis across professionals and locations.
3. Progress Tracking & Report Automation: Visualize patient progress over time through automated tracking tools. Instantly generate standardized AI-based reports that aid communication and documentation.
4. Post-Surgery Recovery Monitoring: Continuously monitor recovery after orthopedic or neurological surgeries using objective data to detect deviations early and avoid complications.
5. Personalized Rehab & Exercise Plans: Use patient-specific data to generate customized rehabilitation protocols. These evolve dynamically as the patient shows improvement, ensuring optimal care.
6. Evaluate coordination, joint function, and mobility in older adults to detect fall risks early and implement mobility improvement strategies in elderly care programs.

Data Artifacts & Potential AI Solutions:

Input Data: Patient Demography: Age, gender, height, weight, activity level, medical/surgical history, symptoms, and relevant investigations like MRI.

Joint & Muscle Health Data : EMG (muscle activity) and ROM (joint movement) captured through wearable sensors.

Potential Output: Screening Test Result: Flags individuals with potential issues and recommends full Pheezee assessment.

Downloadable Report: 

1. AI-based risk classification

2. Functional insights from EMG and ROM analysis

3. Personalized rehab recommendations

4. Progress tracking across sessions

5. Clear communication of muscle strength, balance, and mobility

Potential Solutions:

1. Precision in Decision-Making : By analyzing real-time EMG and ROM data, Pheezee helps clinicians eliminate subjectivity and base treatment decisions on measurable evidence.

2.Recovery Prediction: Leverage historical data and AI modeling to forecast a patient's recovery timeline, enabling better planning, expectation-setting, and resource allocation.

3. Enhanced Clinical Decision Support: Enhanced Clinical Decision Support Generate actionable insights from complex datasets. Aid clinical judgment with AI-recommended diagnostics, follow-up protocols, and treatment strategies.

4. Repetitive Stressful Jobs: Provide assessments for workers in physically demanding roles to prevent repetitive strain injuries and improve workplace health outcomes.

5. Population Level Pattern Recognition: Aggregate anonymized data to identify public health trends across age groups, regions, or occupations—valuable for healthcare planning and policy formulation.

Potential Benefits:

• Enabling better Clinical Decision Making: Clinicians get access to objective data for more accurate diagnosis and treatment planning.
• Improved Patient Trust & Satisfaction: Patients can clearly see their condition and progress through visual reports, increasing engagement and adherence.
• Return-to-Work / Fit-for-Sport Certification: Pheezee enables professionals to certify whether patients are ready to resume physical activity, ensuring safety and compliance.
• Support for Preventive & Public Health Programs: Easily integrated into large-scale screening, wellness initiatives, and government-led health programs.

Key Differentiators:

Pheezee test is a non-invasive test for joints and muscle pain, which brings out the important diagnostic physiological information which is not captured in the prevalent imaging diagnostic tools like X-Ray, MRI and CT scans.

With Pheezee screening test, patient can understand their severity of the joint pain and also it helps to identify the exact root cause of the pain and will pinpoint the affected muscle. It also helps in preventative health space for monitoring the muscles and joint mobility which helps in understanding degradation of the same in due course of time, so that corrective interventions can be taken at the right time.