AI Motion Capture

AI Motion Capture can be a game-changer for orthopedics. Dr. Adam Whitman of Medbridge discusses how we can benefit and what we have to be careful of when using AI Motion Capture.

AI Motion Capture with Adam Whitman

Everything has AI now, what does motion capture with AI mean?

AI has been around since the internet started.

As hardware improves so can the calculations the computers can do.

Self-driving cars example – cows falling from abridge…what would you do vs what would a computer do?

AI does really well in processing huge amounts of data rapidly and consistently.

The physics problems in movement patterns allow for AI to be used for growth and improvement.

The machine has to be fed.

ROM is easy to capture and accurately measure.

The computer is limited in cases like spinal movement.

Theoretical AI Motion Capture concepts

Look at the FMS – they are built to be read against functional norms.  It has been confirmed against many hundreds of thousands of instances.

We are looking for the potential for injury.

Think about scapular winging…it is like building a house on a concrete foundation vs building on a swamp…which one is built to last.

Some algorithms are being fed based on info so they begin looking for biased outcomes.

One AI model determining which patients should be prioritized from an insurance standpoint became racist because it was being fed biased information.

The algorithmic process can remove the bias when it is fed comprehensive data.

ChatGPT is now its own prompt engineer that allows you to ask average questions and get really good answers.

I look forward to when we can feed the movement into the machine and let it run its analysis without our input.

Think about re-captcha…computers are still bad at identifying objects in pictures.  Humans are still needed.

Your movement analysis is your movement fingerprint. That can become a movement profile with each new recording.

What does that look like for the Athletic Trainer?

Emphasis on prevention of injury to the athlete as opposed to reaction-based interventions – reduce the likelihood of an ankle sprain or ACL tear by catching fault movement patterns before the injury occurs

Contact Us:

Dr. Adam Whitman – adam.whitman@medbridge.com

Jeremy Jackson – @SportsMedicineBroadcast on IG

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Digital Health Skills for Rehab Professionals

Digital Health is revolutionizing healthcare. Adam Whitman, now with Medbridge, was a practicing clinician for 12 years including running a concierge PT service for NFL athletes.

Digital Health Skills

Adapting to Emerging Tech

(listen to my recent recording with Casey and Kim)

I have my hands in most aspects of the company

More recently I have been focused on improvement in remote care possibilities.

Demand for healthcare is growing

More and more providers are getting burned out and leaving the profession

Are you trying to take my job?

All of our movement assessment uses AI

AI has greatly improved since the beginning of the internet…but it's still a tool for you to do your job.

With billable hours telehealth was a real problem.

What led to the burnout?

Documentation

Lack of income

But it was honestly the patients

People want the provider to fix them without their participation

High school application of Digital Health Skills

HEPs are the simplest way to meet them where they are…on their phones

Digital video to demo the exercises.

Coming soon is a digital self-motion analysis that helps you know when to correct the exercise

The AI helps us understand the acceptable level of adaptation

The digital tool also gives us the opportunity for outcome measure data collection 

With some AI models, the exercises can automatically adjust to tailor to the needs of the patient based on the motion capture

The Non-Clinical PT

What do you bring to the table?

Do you understand what it takes to build? Can you make an app invisible?

You have to address the fundamental problem the person presented you with.

  1. It is a tool
  2. Break your habits
  3. Stop printing papers
    1. Digital prescriptions meet them where they are.
  4. Data is far greater than an individual can

These people LOVE Athletic Trainers and help support the podcast:

Frio Hydration – Superior Hydration products.

Xothrm – Best heating pad available – Use “SMB” or email info@xothrm.com and mention the Sports Medicine Broadcast

Donate and get some swag (like Patreon but for the school)

HOIST – No matter your reason for dehydration DRINK HOIST

MedBridge Education – Use “TheSMB” to save some money, be entered in a drawing for a second year free, and support the podcast.

Marc Pro – Use “THESMB” to recover better.

Athletic Dry Needling – Save up to $100 when registering through our link.

McDonald; Dermoneuromodulation; Medbridge; CEUs Online CEUs; affiliate link