Peyman Passban

Finetuning Foundation Models for Temporal Clinical Transcriptomics Data

BACKGROUND: Timeseries clinical transcriptomic datasets offer the opportunity to gain insights into the dynamics of disease mechanisms/treatment responses. However, their utility in uncovering temporal patterns is often limited by high noise levels and small sample sizes. Leverag...