Ander Díaz‐Navarro

The paper introduces OncoGAN, a generative AI tool that creates synthetic cancer genomes to address the lack of gold-standard datasets for benchmarking cancer genome analysis tools.

This paper introduces a framework to interpret attention mechanisms in genomic transformer models by correlating attention scores with biological annotations, showing how biological features are learned through pre-training and fine-tuning.

The paper shows BRCA1 correlates with proliferation in human neural progenitor cells and medulloblastoma, particularly in Group 3 and 4 tumors, and is linked to worse prognosis.