AI Clinical Phenotyping Postdoctoral Researcher
McGill University
Develop AI-based clinical phenotyping methods at McGill University using medical text, structured symptoms, and health data. This full-time position is based in Quebec.
The Postdoctoral Researcher will support the hEDS*Omics Study within McGill’s Canada Excellence Research Chair in Genomic Medicine. The work targets recognition of potentially undiagnosed, misdiagnosed, or delayed hEDS and HSD cases. You will combine clinical notes, ICD codes, HPO terms, omics resources, and structured phenotypes to identify diagnostic patterns.
Key Responsibilities:
- Develop and evaluate AI pipelines for hEDS and HSD case identification
- Extract and normalize phenotypes from unstructured medical records
- Compare candidate cases with diagnoses, criteria, chart reviews, or experts
- Validate sensitivity, specificity, predictive value, and clinical usefulness
- Prepare scripts, documentation, reports, figures, manuscripts, and grant materials
Requirements:
- PhD in computational biology, bioinformatics, computer science, data science, or related field
- Experience with clinical, biomedical, genetic, EHR, or administrative data
- Experience with large language models, NLP, medical text mining, or clinical AI
- Strong Python and/or R programming skills
- Familiarity with medical terminology, ICD codes, phenotype extraction, or HPO
Apply AI, clinical phenotyping, Python, and health-data expertise to hEDS/HSD identification research at McGill University.
#J-18808-LjbffrVacancy posted 14 hours ago
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