Publications

ICCV 2023 CVAMD Workshop [Oral]
SEPAL is a method that predicts 256 heat maps of gene expression using only histology images as input. It does so by performing local spatial analysis with graph neural networks.

MICCAI 2022 CMMCA Workshop [Oral]
This study shows that previous joint transcriptomic resources have translation biases, in addition we correct the bias and propose a new method that achieves state-of-the-art performance.

International Congress of Biomedical Engineering and Bioengineering
Random forests for 3D semantic segmentation of brain tumors in multi-parametric MRIs.