Healthcare AI systems are often evaluated based on their ability to identify risk.
However, healthcare organizations also need support in determining when interventions should occur.
Timing affects clinical outcomes, workflow efficiency, and resource utilization.
Healthcare AI increasingly needs to evolve from risk detection toward timing-aware decision support.
The future of healthcare AI increasingly depends on helping healthcare systems take the right action at the right time.
I am open to remote roles globally.
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