Vallijah Subasri

Aug 26, 2024 | nature.com | Ping Luo |Nicholas Fischer |Vallijah Subasri |Adam Shlien |Raymond Kim |David Malkin | +2 more

AbstractGermline pathogenic TP53 variants predispose individuals to a high lifetime risk of developing multiple cancers and are the hallmark feature of Li-Fraumeni syndrome (LFS). Our group has previously shown that LFS patients harbor shorter plasma cell-free DNA fragmentation; independent of cancer status.

Feb 28, 2024 | nature.com | Vallijah Subasri

AbstractWhile it is common to monitor deployed clinical artificial intelligence (AI) models for performance degradation, it is less common for the input data to be monitored for data drift – systemic changes to input distributions. However, when real-time evaluation may not be practical (eg., labeling costs) or when gold-labels are automatically generated, we argue that tracking data drift becomes a vital addition for AI deployments.