Precision survival estimation in acute myeloid leukemia using evolutionary learning-derived microRNA signature
Srinivasulu Yerukala Sathipati, David Agustriawan, Naga Sumanth Reddy Gopireddy, Apurva Popat, Luke F. Moat, Nikhila Aimalla, Manya Reddy Elugoti, Sai Akshay Kampa, Param Sharma, Shinn‐Ying Ho, Rohit Sharma
This paper develops AMLS, an evolutionary learning method combined with SVR, to identify a miRNA signature for improved survival prediction in AML, achieving high prognostic accuracy.
bioRxiv · May 26, 2026 · PreprintBioinformatics