"RRWaveNet" - an AI system that accurately measures breathing rate using just a finger pulse sensor. Unlike manual counting by healthcare workers, it works continuously and with fewer errors. The system performed well across multiple tests and can be used with affordable wearable devices, making it useful for monitoring patients' breathing both in hospitals and at home through telemedicine.

"ApSense" - a new AI system that can detect sleep apnea using just a finger pulse sensor, instead of requiring an overnight stay at a sleep clinic. When tested, it performed better than existing methods and could make sleep apnea screening cheaper and more accessible for everyone.