Postdoctoral Scholar - Rahmani Lab

Details

Posted: 13-Jan-24

Location: Irvine, California

Type: Full-time

Salary: Open

Categories:

Research - Laboratory/Non-Laboratory
Staff/Administrative

Internal Number: 4931098

University of California Irvine
Postdoctoral Scholar - Rahmani Lab
The Sue & Bill Gross School of Nursing seeks a Postdoctoral researcher in Cardiovascular Signal Anonymization to join the Rahmani lab.
An interdisciplinary team of researchers at the University of California, Irvine, undertake a research project titled Safeguarding Privacy of Cardiovascular Waveforms through Reinforcement Learning-Guided Generative Models. Key research tasks include (i) data utility-aware cardiovascular bio-signal de-identification using reinforcement learning (RL) guided generative models and (ii) developing a comprehensive evaluation framework for analyzing utility and anonymity to update the generative models accordingly. Successful candidates will join the vibrant and interdisciplinary HealthSciTech group at UCI, which bridges AI/ML, health informatics, software engineering, systems design, and nursing, along with collaborative research support from Institute for Future Health (IFH) at UCI.
The successful Postdoctoral candidate will be responsible for:
Designing and validating generative AI models for bio-signal de-identification, and reinforcement learning models for latent space pruning to guide the generative de-identification models
Collaborating with clinical consultants to evaluate and update the de-identification generative models
Mentoring graduate/PhD students involved in the project
Dissemination of results through scientific publications in leading conference journals
To apply, visit https://recruit.ap.uci.edu/JPF08821
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