# Parkiscan

> Parkiscan (iPhone/iPad app by Coding Minds, Inc..)

- Source: https://appshunter.io/ios/app/parkiscan/id6776503684 (this page in markdown: same URL + `.md`)
- Developer: [Coding Minds, Inc.](https://appshunter.io/developer/1480612283)
- Category: Education, Utilities
- Price: Free
- Age rating: 4+
- Requires: iOS 13.0 · 20 MB
- Languages: American English
- Released: 2026-06-18
- Data updated: 2026-09-02
- User reviews in markdown: https://appshunter.io/ios/app/parkiscan/id6776503684/reviews.md

## What is Parkiscan?

ParkiScan — An Educational AI Demo on Facial Motion Analysis

EDUCATIONAL DEMONSTRATION ONLY
 ParkiScan is a student research project, NOT a medical device, NOT FDA-approved, and NOT a diagnostic tool. It cannot detect, diagnose, treat, cure, or prevent Parkinson's  disease or any other condition. The output is a model demonstration only — not a health assessment, screening, or medical result. Always consult a licensed healthcare  professional for any medical concerns.

WHAT THIS APP IS
ParkiScan is a hands-on educational demo that shows how artificial intelligence and computer vision can analyze patterns of facial motion. It was built as a student research project to help learners, educators, and curious users explore AI in a transparent, accessible way.

  HOW THE DEMO WORKS
  1. Open the app and acknowledge the educational-use disclaimer
  2. Tap "Start Demo Scan"
  3. Record a short video of your face making natural expressions
  4. The app extracts 468 facial landmarks and runs them through a machine learning model
  5. View the model's raw output and feature breakdown for educational discussion

  WHAT YOU'LL LEARN
  ParkiScan is designed as a teaching tool that demonstrates:

  • Real-time facial landmark detection using Google's MediaPipe Face Mesh
  • Feature engineering from raw landmarks:
    - Eye Aspect Ratio (EAR)
    - Mouth Aspect Ratio (MAR)
    - Jaw angles
    - Movement velocity and acceleration
  • How a machine learning model produces an output from these features
  • Why ML model outputs include uncertainty and require careful interpretation
  • Why responsible AI in healthcare requires transparency, disclaimers, and human oversight

  EDUCATIONAL FEATURES
  First-launch acknowledgment that clearly explains the app's purpose
  Demo output labeled as model output, not a health result
  Educational breakdown of facial motion features
  "Known Limitations" section explaining where the model can fail
  Designed for classroom demos, science fairs, and self-study
  Encourages critical thinking about AI in medicine

  WHO THIS APP IS FOR
  • Students learning about AI, machine learning, or computer vision
  • Educators teaching applied AI or biomedical engineering concepts
  • Science fair and research project participants
  • Anyone curious about how AI models analyze visual data

  KNOWN LIMITATIONS (TRANSPARENCY MATTERS)
  • Trained on a small, non-clinical dataset
  • May not generalize across age, ethnicity, or gender
  • Sensitive to lighting, camera quality, and camera angle
  • Produces false positives and false negatives
  • Has not been validated against any clinical standard
  • Cannot detect, diagnose, or rule out any disease

  PRIVACY
  ParkiScan respects your privacy. Videos are sent to a processing server only to run the AI demo and are not retained. Saved demo outputs live only on your device, not in the cloud.

  IMPORTANT DISCLAIMERS
  • ParkiScan is NOT FDA-approved.
  • ParkiScan is NOT a clinical or diagnostic tool.
  • Demo outputs have NO medical validity and should NEVER be used as a health assessment.
  • The model can produce false positives and false negatives.
  • Do not use this app to self-diagnose or to evaluate anyone else.
  • If you have health concerns, consult a qualified healthcare professional — only a licensed neurologist can diagnose Parkinson's disease.

  BUILT WITH
ParkiScan was built using open-source tools including Google MediaPipe, scikit-learn, OpenCV, Flutter, and Python. It is shared as an academic learning project, not a commercial product.

  OUR GOAL

We hope ParkiScan inspires students and educators to explore how AI can responsibly support human health — while always recognizing that real medical decisions belong with qualified medical professionals.

Thank you for using ParkiScan as a learning tool.


## Version history (last 1 release)

### 1.0 — 2026-06-18

No release notes.

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All apps by Coding Minds, Inc.: https://appshunter.io/developer/1480612283

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-09-02.*