A transferrable and interpretable multiple instance learning model for microsatellite instability prediction based on histopathology images
Z.-Y. Dong, R. Cao, F. Yang, S.-C. Ma, L. Liu, D.-H. Wu, Y. Li, Y. Zhao, T. Wang, W.-J. Lu, W.-J. Cai, H.-B. Zhu, X.-J. Guo, Y.-W. Lu, J.-J. Kuang, , J. Yao
This paper develops a transferable and interpretable deep learning model for MSI prediction from histopathology images, achieving high AUC scores in two cohorts.
bioRxiv · Feb 29, 2020 · PreprintBioengineering