PyHealth Live - 01 What is PyHealth and How to Get Started? (best to play in 1.25x speed)
Описание
(better to watch in 1.25x play speed)
The very first PyHealth Live session:
- Time: 8 PM CST, Dec 21, 2022
- Content: Overview of PyHealth, quick examples, and call for contribution.
- Presenter: Chaoqi Yang (https://ycq091044.github.io/)
- Slides: https://docs.google.com/presentation/d/17CZa-e2kpct10JIb7JSMfShv3IciOQd2/edit?usp=sharing&ouid=114056280947748046947&rtpof=true&sd=true
- PyHealth Web: https://pyhealth.readthedocs.io/
- PyHealth GitHub (please give us a star ⭐, thanks!): https://github.com/sunlabuiuc/PyHealth
Outline:
00:00 - Introduction
03:58 - Overview of PyHealth
09:12 - Key designs in PyHealth
13:24 - PyHealth installation
13:48 - 5-stage ML pipeline
15:20 - Example 1: Relieve the pain of data processing
20:04 - Example 2: Build the model for you
23:13 - Example 3: Master the medical coding systems
26:57 - Summary of the PyHealth
28:04 - Development Team and Acknowledgements
28:36 - PyHealth resources and call for contributions
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