BookmarkSubscribeRSS Feed

Red Hot Chili Steppers: Using SAS VDMML, OpenPose, & IoT Devices to Analyze Patient Motion and Health

Started ‎02-17-2021 by
Modified ‎10-20-2022 by
Views 6,430

Short 3-minute teaser video:

 

Our final video submission: 

 

Team Name Team Red Hot Chili Steppers
Track Track: Health, Track: Insurance, Track: IoT
Use Case Using SAS AI and Machine Learning, we can build models to use this unique data to enable doctors, insurers, patients, athletes, and military personnel to track identities and monitor health in a new way by analyzing the person’s movement. Building upon the Berg Balance Assessment, this solution can be applied to numerous other health care use cases.
Technology SAS AI and Machine Learning
Region NA
Team lead DJ Penix
Team members

Pinnacle Solutions

 

Ontario Tech University

 

autonomous_ID

  • Todd Gray @ Graymatter1 
  • Iltaf Khan @Khan909 
  • Fred Vail

 

Team Red Hot Chili SteppersTeam Red Hot Chili Steppers

 

Every person walks in a way that is unique to them, creating a distinct signature to an individual’s identity. Using SAS AI and Machine Learning, we can build models to use this unique data to enable doctors, insurers, patients, athletes, and military personnel to track identities and monitor health in a new way by analyzing the person’s movement.

 

AID black logo.png

   

 

autonomous_ID has created the BIO_SOLE, a smart wearable shoe insole that can be placed inside of the shoes to collect continuous streaming data from over 192 sensors. Similar to a fingerprint, the BIO_SOLE insole can record a person’s unique way of standing, walking, running, or gait, and to create a unique signature to their identity. BIO_SOLE uses pressure sensors, accelerometer, gyroscope and circuitry to track every part of the movement, which can be influenced by body position, weight, injury, or disease.

 

 

PINNACLE3DLTransparent.png

 

rgb-logo.png

 

 

 

 

There are numerous industry applications for Healthcare, however for the SAS Hackathon, the teams at Pinnacle Solutions, Ontario Tech University, and autonomous_ID will focus on building an application that can provide analysis on a variety of mobility, balance, and motion use cases from the BIO_SOLE insole, as well as other Internet of Things (IoT) devices that have gyroscopes, accelerometers, and pressure sensors.

 

We are planning to present various use cases and examples of visualizations, including data from the BIO_SOLE and other IoT sensors that can provide gait analysis, motion analysis, balance assessment, and categorization of various tasks such as walking, standing, running, or sitting as examples. By saving baseline and subsequent scores for patients, the application will also be able to determine improvements and worsening of potential health indications for each individual. This could indicate and detect early onset of various diseases and injuries.

 

The use for this application would have significant impact on health providers, health insurers, and patients. Once the modeling process has been developed, the application can be extended to numerous other health indications, including weight management, detection of disease such as diabetes, pain management, substance abuse, general health monitoring, among others.

 

Meet the Red Hot Chili Steppers team!

 

The Steppers!The Steppers!

 

Top row: [Pinnacle Solutions] Scott Koval, Niketa Patel, Nam Chau, Dave Foster, DJ Penix, Frank Hack

Bottom row: [Ontario Tech University] Nitish Kumar, Chandra Kalahasthi, Navya Gudi, [autonomous_ID] Iltaf Kahn, Fred Vail, Todd Gray

 

penixdj_0-1613582127308.gifpenixdj_1-1613582127310.gif

 

Comments

Great idea! Definitely check out the presentation by Dr. Mark Wolff on "The Connected Patient - The Future of Health Care and the Internet of Medical Things"

https://iotpractitioner.com/iot-masterclass-the-connected-patient-the-future-of-health-care-and-the-...

great project indeed... 

Nice job bringing together different teams with different skill sets to solve some interesting problems.

UH
Lovely, great work team!

wow and whoa, both! go big or ... keep tryin'/never give up! good luck, great project.

@penixdj Can you please replace your YouTube links with direct uploads of your videos instead? You can do this by clicking the Video button in the toolbar:

Unknown.png

Great work team.  @MAWolff , the addition of the Bio Sole to this application really makes sense.  Well done!

Congratulations to all for top spot...great job.

Great job, everyone! Congratulations on the awards! 😎🎉

Version history
Last update:
‎10-20-2022 12:30 PM
Updated by:

sas-innovate-2024.png

Available on demand!

Missed SAS Innovate Las Vegas? Watch all the action for free! View the keynotes, general sessions and 22 breakouts on demand.

 

Register now!

Article Tags