Unlocking the Future of Longitudinal Health
At Aether, we recognize a critical gap in healthcare: the disparity between episodic medical treatments and the longitudinal nature of health. After witnessing my mother’s tragic journey through an exceptionally rare cancer, it became clear that our health systems often fail to provide a complete picture.
Key Insights:
- Episodic vs. Longitudinal: Medical records are fragmented; specialists miss connections across time.
- Rare Diseases as Indicators: They expose the limitations of current systems and necessitate a long-term approach.
- Innovative Approach: We utilize a weakly supervised transformer framework that learns iteratively from noisy real-world data.
This method enhances not just diagnostic accuracy but also reveals unknown patient subphenotypes and disease trajectories. Our goal? To transition healthcare from mere documentation to a coherent learning system.
Let’s reshape medicine together! 🌟 Share your thoughts and let’s drive this conversation forward. #HealthInnovation #AIinHealthcare #LongitudinalHealth