process optimization
Problem-Embrace Vs Clean Data Process Optimization Wins?
38% more compound variations were preserved when teams embraced raw screening data instead of over-cleaning, proving that a problem-embrace approach can out-perform strict data cleaning. In early-stage drug discovery, this translates into broader chemical space coverage and faster hit identification. Process Optimization in Early-Stage Drug Discovery When I first led