Safeguarding Privacy How Amir Rahmani is Revolutionizing Cardiovascular Health
Amir Rahmani, Ph.D. Professor Nursing and Computer Science UC Irvine
By Sarah Colwell
Shaista Malik, M.D., Ph.D. Professor Physiology and Biophysics UC Irvine
CYBERSECURITY AND PRIVACY
With an estimated one in five U.S. adults using wearable devices like Apple Watches and Fitbits to track their health, the vast amount of personal data being collected underscores the urgent need for strong privacy protections. Amir Rahmani, Ph.D., UC Irvine research and UC Noyce scholar, is tackling this challenge head-on. His groundbreaking project, “Safeguarding Privacy of Cardiovascular Waveforms through Reinforcement Learning- Guided Generative Models,” combines cutting-edge AI with a commitment to protecting patient privacy. Rahmani’s work addresses a pressing issue: how to securely use sensitive cardiovascular data collected from wearable devices for medical research without exposing individuals’ private information. “We aim to anonymize this data in real time,” Rahmani explains, “so that it can be utilized for large-scale studies while ensuring that the original data remains protected.” This innovation promises to bridge the gap between technological advancement and ethical responsibility, paving the way for new research in remote health monitoring systems.
56 Impact Report 2023 - 24 | UC NI
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