A Deep Learning Approach for Histology-Based Nuclei Segmentation and Tumor Microenvironment Characterization
R. Rong, H. Sheng, K. W. Jin, F. Wu, D. Luo, Z. Wen, C. Tang, D. M. Yang, L. Jia, M. Amgad, L. A. D. Cooper, Y. Xie, X. Zhan, S. Wang, G. Xiao
This study introduces HD-Yolo, a deep learning method for faster and more accurate nuclei segmentation and tumor microenvironment quantification in whole-slide images.
bioRxiv · Dec 8, 2022 · PreprintPathology