Molecular Translators as a Computational Primitive for Biomarker Discovery: Learnability Gains Under Conserved Information Ceilings
Payam A. Saisan, Sandip Pravin Patel
The paper develops a framework to analyze performance plateaus in H&E-to-molecular biomarker translation, distinguishing methodological limitations from intrinsic information ceilings.