Forskare
Core
Develop and validate AI-based methods to understand and predict recovery after traumatic brain injury by analyzing clinical and physiological data.
Role type
Researcher (Machine Learning / AI)
Builds
Predictive models for clinical outcomes and physiological changes in neurointensive care.
Domain
Biomedical research / Neurotrauma / Clinical data analysis
Deliverable
production ML models
Required skills
Machine learning, deep learning, Python, PyTorch, quantitative data analysis, scientific writing
Preferred skills
Biomedical/clinical data experience, time-series modeling, multimodal data integration, medical image analysis, high-performance computing, Docker/Git
Technologies
Python, PyTorch, Docker, Git
Responsibilities
Develop, implement, and evaluate machine learning methods for TBI patient data; Process and integrate longitudinal clinical, physiological, and imaging data; Develop reproducible analysis workflows and ensure data quality; Author scientific manuscripts and present results in interdisciplinary collaboration.
