Master Thesis in Machine Learning

vor 9 Monaten


Zug, Schweiz Johnson & Johnson Vollzeit

**Title: Large vision models for Drug Discovery in High content imaging**

**Tasks**:

- Literature review to understand existing methodologies.
- Develop and pre-train LVMs using SSL and large Cell painting image dataset.
- Develop, benchmark, and interpret models to address downstream tasks.
- Collaborate with stakeholders to gather feedback and validate real-world effectiveness.

**Qualifications**:
**Requirements**:

- Must be student at ETH Zurich, currently pursuing MSc.
- Proficiency in Python and PyTorch.
- Strong theoretical and practical understanding of computer vision and deep learning.
- Knowledge of biomedical imaging, high-content imaging, or multiplexed imaging is nice to have, but not necessary.



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