machine learning ECG andrew ng =


  1. machines learn to read ECG
    1. https://www.technologyreview.com/2017/07/07/4391/the-machines-are-getting-ready-to-play-doctor/
    2. The researchers partnered with iRhythm, a company that makes portable ECG devices. They collected 30,000 30-second clips from patients with different forms of arrhythmia. To assess the accuracy of their algorithm, the team compared its performance to that of five different cardiologists on 300 undiagnosed clips. They had a panel of three expert cardiologists provide a ground-truth judgment.
  2. irhythm ecg 
    1. https://www.irhythmtech.com/products-services/zio-xt
      1. Uninterrupted, comprehensive monitoring and easy EKG interpretation helps you find answers in a single test and provide superior clinical service to your patients.
    2. https://www.irhythmtech.com/products-services/zio-at
      1. PATIENT-FRIENDLY DESIGN MINIMIZES DISRUPTION AND MAXIMIZES COMPLIANCE
      2. Our comfortable, effortless monitoring experience drives 98% patient compliance.1 Unlike other MCT monitors, including MCOT™, the Zio AT monitor does not require battery charging, lead wire maintenance, or patch changes. Patients can shower, exercise, and sleep comfortably without disrupting their lives or their data.
    3. https://www.irhythmtech.com/products-services/telehealth
      1. monitor at home 
      2. irhythm will analyse at home and send report to you 
  3. Using the VisualDx + Derm Expert app, a clinician can simply take a photo of the area of the skin exhibiting something unusual, add additional related info about the patient including drugs taken and places recently traveled, and receive suggestions pointing to what the issue may be.
    1. https://www.medgadget.com/2017/09/visualdx-derm-expert-deep-learning-app-help-diagnose-skin-conditions.html
    2. The app works because it was taught what it knows using thousands of dermatology images that VisualDx, the company, collected for more than 20 years
      1. To be clear, the app itself is a clinical reference and not a diagnostic tool, and so does not require FDA regulatory approval.
      2. cost 99 $ per year
      3. complete subscription $ 499 per year 

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