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Postdoctoral Research Fellow, Machine Learning at The University of British Columbia - ApplyBlast

Postdoctoral Research Fellow, Machine Learning

The University of British Columbia

3 months ago

Vancouver, BC, Canada

Onsite

Full Time

Senior

0 applicants

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About this role

A Postdoctoral Research Fellow in Machine Learning will develop, validate, and deploy AI models to improve clinical decision-making and radiograph analysis within the Department of Orthopaedics at UBC. The role involves working with multimodal clinical data, including medical imaging and electronic health records, to design pipelines and evaluate results for musculoskeletal care applications. Candidates will collaborate with international researchers and surgeons while producing manuscripts and supporting future research proposals.

Responsibilities

Design and implement machine learning and deep learning models for orthopaedic applications
Develop and deploy pipelines for multimodal clinical data including imaging and text
Apply supervised, unsupervised, and self-supervised learning methods to analyze datasets
Produce conference abstracts and manuscripts to disseminate research findings
Collaborate with surgeons and researchers to define variables and features for models

Skills

Qualifications

PhD in Machine Learning, Computer Science, or Biomedical EngineeringExperience within five years of awarding PhD degree

About The University of British Columbia

ubc.ca

The University of British Columbia is a global centre for research and teaching, consistently ranked among the top 20 public universities in the world.