Post-Doctoral Researcher
Core
Lead research in developing multimodal AI and deep learning models to predict dental caries progression using longitudinal dental imaging and clinical data.
Role type
Post-doctoral researcher (AI/ML in healthcare)
Builds
Multimodal learning architectures for early prediction of caries lesion progression
Domain
Biomedical informatics / Dental health / Artificial Intelligence
Deliverable
production ML models
Required skills
Deep learning, Computer vision, Machine learning, Image-based modeling, Multimodal data integration, Longitudinal outcome prediction, Model validation
Preferred skills
Radiographic image processing, Medical/dental imaging, Dentistry knowledge
Technologies
Deep learning frameworks, Computer vision libraries, Multimodal fusion techniques
Responsibilities
Design multimodal learning architectures, Perform rigorous model validation, Translate research findings into clinically meaningful insights, Collaborate with dental experts
Seniority
Post-doctoral researcher (early-career IC)