Machine learning guided signal enrichment for ultrasensitive plasma tumor burden monitoring
Adam J. Widman, Minita J. Shah, Amanda Frydendahl, Daniel Halmos, Cole C. Khamnei, Nadia Øgaard, Srinivas Rajagopalan, Anushri Arora, Aditya S. Deshpande, William F. Hooper, Jean Quentin, Jake Bass, Mingxuan Zhang, Theophile Langanay, Laura Andersen, , Dan Avi Landau
This paper introduces MRD-EDGE, a machine learning platform for ultrasensitive ctDNA detection in plasma WGS, showing improved sensitivity and broader applicability for MRD monitoring.
Nature Medicine · Jun 1, 2024Peer-reviewedGenomics