S1E9 - Can AI Predict Deadly Lung Failure?
Update: 2025-02-12
Description
Ready to see how AI is helping doctors spot a deadly condition before it spirals out of control? This week, we’re talking about acute respiratory distress syndrome (ARDS) and how AI is predicting it with up to 81% sensitivity and 88% specificity. Spoiler alert: XGBoost takes the crown with a sky-high AUC of 0.93! But it’s not all plug-and-play—finding the right AI model and data mix can be trickier than you think. In this episode:
- Why ARDS is life-threatening and why timing matters
- How CNNs, SVMs, and XGBoost stack up against each other
- Why combining images and lab data gives AI superpowers
- What’s blocking AI from the ICU (hint: data sharing & regulations)
Get a front-row seat to the future of critical care. Perfect for tech buffs, healthcare pros, and anyone who likes to see AI flex its real-world muscles.
#digitalhealthpulse
Comments
In Channel
Download from Google Play
Download from App Store
United States00:00
00:00
x
