Postdoktor inom maskininlärning för operationspatienter
Core
Designing and implementing AI models to predict complications in surgical patients using high-frequency intraoperative data.
Role type
Postdoctoral researcher (applied machine learning)
Builds
Production-ready predictive models for clinical decision support
Domain
Healthcare / Clinical research / Machine learning
Deliverable
production ML models
Required skills
Machine learning, signal processing, applied mathematics, software implementation, experimental evaluation of deep learning architectures
Preferred skills
Supervision of student projects, experience with modern deep learning architectures
Technologies
Deep learning frameworks, patient monitoring data systems
Responsibilities
Design and conduct experiments on retrospective patient data, develop software for data processing and model training, supervise student research projects
Seniority
Postdoctoral researcher (early career academic)