IBS-CNN: a novel computer vision-based kinship classification model for high-density SNP microarray.

Abstract excerpt

This study addresses multiple challenges in applying forensic genealogy to Chinese populations by exploring novel kinship classification strategies based on machine learning (ML) and deep learning (DL). Utilizing Infinium Asian Screening Array (ASA) microarray integrated with Han Chinese reference data from the 1000 Genomes Project, we simulated 70,000 pairs of first- to fifth-degree relatives and unrelated...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Deep Learning
• Share to DNA Fingerprinting