Bioinformaticsnpj Precision OncologyPeer-reviewed
Annotation-Free Deep Learning for Predicting Gene Mutations from Whole Slide Images of Acute Myeloid Leukemia
Bo-Han Wei, Xavier Cheng-Hong Tsai, Kuo-Jui Sun…·Chien‐Yu Chen
This paper introduces a deep learning model using multiple instance learning to predict gene mutations from whole slide images of AML without manual annotations, achieving high AUC scores for NPM1 and FLT3-ITD mutations.