PhD Position in AI for Healthcare
4 weken geleden
We are seeking a highly motivated PhD candidate to join our team at the Eindhoven University of Technology. The successful candidate will be part of the Medical Innovation and Research Advancing Clinical Learning and Excellence (MIRACLE) project, a large research effort that aims to develop and evaluate an automated multi-parameter monitoring system for ambulatory patients.
Key Responsibilities- Develop a wearable system prototype to collect vital signs and activity data
- Deploy the system in various hospital settings and collect data
- Build AI models to predict patient recovery, deterioration, and discharge readiness
- Investigate the use of activity data to reduce false alarms and address challenges such as alarm fatigue
- Integrate AI predictions into existing clinical workflows and evaluate the impact on hospital length of stay, complication rates, and rehospitalization rates
- Master's degree in Electrical Engineering, Biomedical Engineering, Applied Physics, or related fields
- Strong background in signal processing, data analysis, and machine learning
- Proficiency in programming languages such as MATLAB and Python
- Research-oriented attitude, analytical thinking, and problem-solving skills
- Ability to work in an interdisciplinary team and collaborate with industrial and clinical partners
- Strong interest in healthcare applications and solving clinical problems
- Fluent in spoken and written English (C1 level)
- Full-time employment for four years, with an intermediate evaluation after nine months
- Salary and benefits in accordance with the Collective Labour Agreement for Dutch Universities
- High-quality training programs and other support to grow into a self-aware, autonomous scientific researcher
- Excellent technical infrastructure, on-campus children's day care, and sports facilities
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