Postdoctoral Researcher (Machine Learning for Multimodal Healthcare AI)
Tasks
- Apply causal inference and counterfactual modeling
- Build generative and predictive models
- Co lead translational research with clinicians
- Create interpretable real time decision support tools
- Design foundation model inspired architectures
- Develop clinician facing software tools
- Develop longitudinal multimodal patient modeling pipelines
- Develop patient trajectory and risk stratification models
- Develop reproducible data ingestion pipelines
- Document workflows for reproducibility
- Integrate models into digital ecosystem
- Mentor junior trainees and support collaboration
- Preprocess and harmonize clinical lab imaging and pathology data
- Publish research findings and grant proposals
- Stay current with state of the art methods
- Train and validate deep learning models
Perks/Benefits
- Corporate discounts
- Flexible work environment
- Healthcare of Ontario Pension Plan HOOPP
- On-site gym
- Professional development opportunities
- Transit access
- UHN shuttle service
Skills/Tech-stack
Causal Inference | Counterfactual Modeling | Data Preprocessing | Data integration | Deep learning | EHR Integration | Foundation Models | Generative Modeling | Imaging Analysis | Machine Learning | Machine Learning Pipelines | Model Validation | Multimodal Learning | PyTorch | Python | Risk Stratification | Series modeling | TensorFlow | Time Series | Time Series Modeling | Transformer
Education
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