iOS mHealth APP: SynapTrack for Cervical Myelopathy
iOS mHealth APP: SynapTrack for Cervical Myelopathy

iOS mHealth APP: SynapTrack for Cervical Myelopathy

Tags
mHealth
Neurosurgery
DCM
Gait Analysis
Data Science
Published
September 14, 2024
Author
Jacob Greenberg, Ben Steel, Erdong Chen, Wang, Wilson, Chicoine Nicolas, Singh Pranay, Naveed Haris, Majd Ella, Pradhan Aryan, Tung Olivia, Becker, Isaac, Gonuguntla Sriharsha
notion image
Newest Update:
01/2024: SynapTrack Project Started. 03/2024: Setup all the backend 05/2024: Lab version App ready 06/2024: Patient Recruiting 07/2024: Lab Data Collection Started. 11/2024: We are moving towards at-home test version.
 
Lab Website:
 

What is SynapTrack?

A smartphone application for precision assessments of degenerative cervical myelopathy.
notion image

Why this matters?

Symptom of degenerative cervical myelopathy (DCM)
  • Pain or stiffness in the neck
  • Clumsy or weak hands
  • Loss of balance
  • Unsteady Gait
  • Impaired gait/balance
  • Hand Weakness
  • Hand Sensory loss
  • Stiff or weak legs
However, DCM is commonly underdiagnosed.
MRI scans are the primary & preferred diagnostic method.
Surgery might be needed in some cases.

Our Task

Traditional work uses gait mat to collect patients walking data with analysis. This can only be done in the Lab:
notion image
 
Instead, we wish to use the mobile phone so that it would be universal to people (using accelerometers in the mobile app):
notion image
 

Task

We will do a comprehensive evaluation through multiple dimensions: from dexterity tests to walking/stability tests:
notion image

Future Interests

I am actively exploring gait analysis w/ Computer Vision in this field. My goal is to learn pathological/abnormal gait through people’s walking videos.
notion image