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python deep learning search systems foundation models multimodal📋 Description
- Contribute to patient similarity systems to improve clinical reasoning.
- Compare foundation models (multimodal) for patient representation.
- Develop similarity metrics for patient similarity search.
- Structure representation space using disentanglement and invariance.
- Design search systems conditioned on clinical text queries.
- Evaluate medical tasks (prediction, generalization, OOD).
🎯 Requirements
- PhD student in ML/AI or related field.
- Deep learning and foundation models expertise.
- Proficient in Python and standard ML frameworks.
- Experience with structured and unstructured health data.
- Familiar with biomedical ontologies (ATC, ICD).
- Publications in top-tier conferences or journals.
🎁 Benefits
- A flexible workplace policy offering both hybrid and office-based mode.
- Lunch voucher with Swile card.
- Work Council subsidy to refund part of sport club membership or creative class.
- Reimbursement of public transportation.
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