Sunnybrook
Postdoc Researcher in Imaging and EHR Data
Job Description
Expand the horizons of medical image analysis as a Postdoctoral Fellow. Focus on deep learning, federated learning, and multimodal data applications in a leading research environment.
In this role, you will engage in significant AI research related to spine, trauma, and oncology projects. Responsibilities include developing deep learning algorithms, designing predictive models, and conducting validation studies. The position also allows for publishing research findings and mentoring students.
Key Responsibilities:
• Develop algorithms for image segmentation and analysis
• Integrate imaging biomarkers with clinical longitudinal data
• Contribute to federated learning and model validation
• Create LLM-based data extraction pipelines
• Assist in developing virtual reality visualization tools
Requirements:
• PhD in a relevant discipline obtained in last 5 years
• Strong expertise in deep learning technologies<...
In this role, you will engage in significant AI research related to spine, trauma, and oncology projects. Responsibilities include developing deep learning algorithms, designing predictive models, and conducting validation studies. The position also allows for publishing research findings and mentoring students.
Key Responsibilities:
• Develop algorithms for image segmentation and analysis
• Integrate imaging biomarkers with clinical longitudinal data
• Contribute to federated learning and model validation
• Create LLM-based data extraction pipelines
• Assist in developing virtual reality visualization tools
Requirements:
• PhD in a relevant discipline obtained in last 5 years
• Strong expertise in deep learning technologies<...