Büşra Katırcıoğlu

DeepKin predicts relatedness from low-coverage genomes and paleogenomes using CNNs, achieving accuracy >90% with 10K shared SNPs and outperforming READv2.

The paper analyzes genetic data from Neolithic Catalhöyük to show changes in kinship patterns and persistent female roles over time.

This study benchmarks four kinship estimation tools for ancient genomes using simulated pedigrees and finds varying accuracy depending on the tool and SNP count.