Research Assistant Professor of Computer Science - Medical Imaging Informatics and AI for Translational Cancer Research
110 W Boyd St Norman OK 73019
USD 65K-80K (estimate) Mid-level Full Time
Tasks
- Build quantitative imaging biomarker models
- Collaborate with interdisciplinary research teams
- Conduct medical image AI research
- Develop AI assisted annotation
- Develop computational infrastructure for multimodal datasets
- Develop image classification models
- Develop image registration methods
- Develop image segmentation models
- Develop reproducible computational workflows
- Develop software for imaging analysis
- Generate manuscripts and grant materials
- Integrate imaging data with clinical and biomarker data
- Integrate multimodal data
- Perform radiomics and pathomics analysis
- Preprocess images and extract features
- Provide documentation and training
- Train and evaluate machine learning models
- Visualize results
Perks/Benefits
- N/A
Skills/Tech-stack
AI-assisted annotation | Biomedical Imaging | Biomedical Imaging Informatics | Computational Workflows | Computer Vision | Data Visualization | Data integration | Feature extraction | Foundation Models | Image Segmentation | Image analysis | Image classification | Image preprocessing | Image registration | Imaging biomarkers | Imaging informatics | Machine Learning | Medical Image Analysis | Model Evaluation | Model Training | Multimodal Learning | Pathomics | Quantitative Imaging Biomarkers | Quantitative imaging | Radiomics | Representation Learning | Reproducible Research
Education
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