Open access
Jul 2026
OMNIS: a spatially informed multi-omics deep-learning framework for tumor recurrence prediction and primary–metastatic tumor differentiation title page
By embedding three-dimensional genome organization into deep-learning models, OMNIS nominates biologically coherent, context-specific drivers of progression and may guide future biomarker development and personalized therapy in precision oncology.
Junxian Li, Yuchen Xing, Ximin Gao et al.
· Frontiers in Artificial Inte... · 0 citations