Open access
Jul 2026
A scalable deep-learning framework for cancer detection using cell-free DNA shallow whole-genome sequencing
UNITE is designed—a universal cfDNA feature ensemble framework that provides scalable cancer detection methods based on “genomic bin–fragment length” matrices derived from shallow whole-genome sequencing (sWGS) data at 0.1× depth.
Hai-Chao Wang, P. Mennea, Grainne McAndrew et al.
· Science Advances · 0 citations