KEYNOTE – Akshay Sharma

on YouTube ↗28m

" summary

Sharecare and doc.ai ship phone apps (Passport, Serenity, NetRunner, Genewall) and claim Python notebooks become the single source of medical knowledge — send me a notebook. Concrete builds: an automated NAPSI nail‑psoriasis scorer, an IRB‑approved myasthenia gravis study using selfie video (eyelid height/width ratios) and audio CNNs, and cough detectors via transfer learning on the micro speech model compiled to TensorFlow Lite and TF‑Micro. Privacy techniques include federated learning on iOS/Android; clinical validation and IRB rigor are required.

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" chapters (11)

1. 0:00Introduction
2. 1:17History of Healthcare
3. 4:26What is Changing
4. 8:58Data Fluency
5. 13:48Data Privacy
6. 14:18Digital biomarkers
7. 19:35Observations
8. 21:06Python
9. 25:12Tools
10. 26:24OpenMind
11. 28:16Outro

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