Held-out evidence resolves follow-up measurement decisions in biological screens

Jia Bi, Samuel Pinilla, Chenyang Zhu

Machine learning determines which follow-up measurements biological screens collect. In a six-rule Cell Painting battery, the highest-value rule would re-image 96.01% of the librar…