Allheartz: Computer Vision in Physiotherapy and Sports Care
Allheartz ushers physical therapy and sports care into the 21st century
by introducing a software platform for Remote Therapeutic Monitoring.
The RTM platform automates menial work for doctors and coaches and leverages AI to speed up recovery for patients and athletes.
AI/ML
Web Dashboard
iOS/Android
Video Recognition
RPM/RTM
Total Cost: 750 hours
Length: 6 months
Type: Rapid Prototype, MVP, Ongoing
up to 50%
fewer in-person patient visits
MVP v1: 800 hours | Length: 6 months | Type: Rapid Prototype, Development, Ongoing
How we helped:
up to 70%
injury reduction for athletes undergoing AI-guided exams
up to 80%
less time spent on clerical work
At-Home Exam Studio
Patients shoot a selfie video following basic prompts and respond to surveys right from the comfort of their own home.
No more time-consuming in-person checkups. A mobile app accurately records and tracks their recovery progress and goals.
The icing on the cake is the app’s Machine Learning engine, extracting goniometric data from videos and sending it to doctors.
real-time pose recognition
interactive charts with exam results
voice activation to start recording
smart notifications
screen casting to a TV
More Patients and More Data
Doctors set up treatment plans and track patients’ progress using their own web app that syncs data from the patient's app.
No more manual data entry. Physicians invite patients right from the app to track flexion, extension, and other metrics.
Besides analyzing charts, doctors can review and mark up exam videos with comments, notes, and visual annotations.
informative dashboard
recovery plan templates
subscriptions and payments
smart notifications
Patients can do as many exams as they wish, which means doctors get more data, leading to efficient treatment planning and improved patient outcomes.
AI-Assisted Remote Therapeutic Monitoring
The success of the entire project hinged on Machine Learning. To empower doctors and patients, we had to train the app to detect, analyze, and quantify various patient poses.
After extensive R&D, we landed on Google’s TensorFlow and their pose detection model MoveNet. Using these AI technologies, we could achieve:
real-time pose detection
detailed skeletal model
measurement of joint angles and range of motion
AI + Agile Do the Trick
transparent development process
continuous improvements
quick iterations
on-demand multidisciplinary team
It only took us six months to deliver an MVP. Fortunately, setting up the agile framework was part of the job. As a result, updates happen faster and maintenance comes at a lower cost.
HIPAA Compliance
Our 6+ years in healthcare software came handy when tackling PHI in Allheartz’s apps. Here are a few top security highlights we can share:
two-factor authentication
strong data encryption
PHI transit via secure connections
We designed the app in a way to easily upgrade it with more security options, e.g., biometric authentication, later on.
Tech stack
Tensorflow
MoveNet
Python
ReactNative
React JS
Node JS
FHIR
Stripe
Google Analytics
AWS
MongoDB Atlas
We continue to update the software, with the goal of improving therapeutic care and helping sports teams remain at the peak of their performance.
cut in half in-person exams and consults
reduce clerical work for doctors by 80%
gather more accurate patient data
improve patient outcomes without extra effort
help coaches assess athletes’ joint health
Allheartz now has a golden ticket to revolutionize physiotherapy and sports care:
Scalable Computer Vision Platform
The team opted for running ML code in the cloud to allow some leeway for further R&D. Locking this code in the apps would mean much slower progress.
The magic of AI worked, thanks to Agile.
Iterating on visual and functional prototypes, we discovered creative answers to technical and UI challenges and arrived at the optimal UX and architectural setup for the solution.
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© 2023 Topflight Foundation. Topflight Foundation is a 501(c)(3) and all donations are tax-deductible. EIN 82-2671514
"Our challenge was somewhat unique. I was looking for a development company that could handle novel technologies and had experience working with early-stage startups."
"From the start, I had peace of mind about the outcomes of this project — it’s hard to put a price on that. Their flexibility and their previous expertise in bringing great solutions to the market are remarkable."
"Our challenge was somewhat unique. I was looking for a development company that could handle novel technologies and had experience working with early-stage startups."
"From the start, I had peace of mind about the outcomes of this project — it’s hard to put a price on that. Their flexibility and their previous expertise in bringing great solutions to the market are remarkable."
Colin Mansfield
Colin Mansfield
Colin Mansfield
Colin Mansfield
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