In my PhD project I am working on historical document analysis, especially segmentation algorithms, and on the reproducibility or their result. I am also a co-developper of DeepDIVA.

I am working on developping novel graph-based and deep learning methods. My main application is in digital pathology, where I aim to develop tools that allow physicians to become faster and more accurate with their diagnosis.

This graph captures the interaction of lymphocytes and tumor buds 

 

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Intestinal Gland Classification using Graph Edit Distance (GED) 

 

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