-The selected PhD student will investigate **partially supervised learning strategies** (self-/semi-supervised, few/zero-shot learning) and the **adaptation of foundation models** to bioimage analysis tasks, including **segmentation, classification, and object detection** of cellular and tissue structures. The work will combine **state-of-the-art AI methods** with validation on real biomedical data, contributing to the creation of **robust and accessible tools for the scientific community** through platforms such as **BiaPy**.
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