POSTDOCTORAL RESEARCHER - Data Science and AI Core for Population Research - Xie Lab [Req#: 931349, Position#: 118398]
Tasks
- Build image preprocessing pipelines
- Collaborate with clinicians and researchers
- Deploy AI tools for clinical or research use
- Design machine learning models for medical image analysis
- Extract imaging derived biomarkers
- Implement deep learning models for cancer screening
- Integrate multimodal data
- Perform image harmonization and integration
- Prepare scientific manuscripts and grant reports
- Provide technical support to healthcare providers
- Validate AI performance bias and generalizability
Perks/Benefits
Skills/Tech-stack
Bias Assessment | Computer Vision | Data harmonization | Data integration | Deep learning | Generalizability | Image analysis | Image preprocessing | Large Scale Data | Large-scale | Machine Learning | Medical Image Analysis | Medical Imaging | Model Validation | Multimodal Data | Multimodal data integration | Platform integration | Python | Secure Platform | Secure Platform Integration
Education
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