🚀 Postdoctoral Opportunity at Mayo Clinic, Arizona — Multimodal Foundation Models & Clinical Translation🌟
Imon Banerjee
Dear all
The MI2 Lab at Mayo Clinic is seeking a highly motivated Postdoctoral Scholar to join our interdisciplinary team advancing next-generation multimodal foundational models purpose-built for clinical translation. Led by Dr. Imon Banerjee, our lab develops scalable AI architectures that integrate imaging, clinical text, and longitudinal EMR data to support precision diagnostics and real-world decision-making across diverse patient populations.
Our group sits at the interface of AI research, clinical practice, and large-scale healthcare data, offering a unique setting for postdocs who want their work to directly impact patient care.
🔬 Research Focus Areas
💡 Multimodal Foundational Models
Pretraining large-scale models across imaging (CT, MRI, mammography), clinical narratives, and structured EMR
Learning robust, generalizable representations for downstream clinical tasks
Designing model architectures that unify pixel-level, text-level, and temporal signals
💡 Translational AI & Clinical Deployment
Building end-to-end pipelines that integrate into clinical workflows
Evaluating models for OOD detection, fairness, interpretability, and reliability
Collaborating directly with radiologists and clinicians to co-design real-world tools
💡 Longitudinal Patient Modeling
Predictive modeling over multi-year EMR trajectories
Risk stratification for chronic and progressive diseases
Early disease detection using multimodal temporal signatures
🎯 Ideal Candidate
We welcome applicants who are excited about bridging advanced AI with real clinical impact.
PhD or MD in Computer Science, Engineering, Biomedical Data Science, Informatics, or related fields
Strong background in Machine Learning; experience with NLP, medical imaging, or multimodal architectures preferred
Interest in translational research and cross-disciplinary collaboration
Strong English communication skills (written and verbal)
💼 What We Offer
Competitive salary and comprehensive benefits
VISA sponsorship available for international candidates
Access to Mayo Clinic’s extensive imaging archives, EMR datasets, and clinical collaborators
Opportunities to publish in top-tier venues and contribute to real-world clinical tools
Immediate start date available
📩 To apply, please email your CV and a brief statement of research interests to:
imon.b...@asu.edu
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