Sushil Shakyawar

ViSTA: variant-integrated sequence transformer architecture learns DNA mutational contexts for breast cancer subtyping

While DNA language models have shown promise in regulatory and functional prediction tasks, patient-specific mutation profiles remain underutilized due to the difficulty of modeling complex and vast genomic data. We introduce ViSTA, a BERT-based DNA language model pretrained and...