Multiple instance learning: state-of-the-art in cancer analysis, applications & future potential

MAI Mozumder, RI Sumon, SMI Uddin… - 2024 International …, 2024 - ieeexplore.ieee.org
The digitalization of Whole Slide Images (WSIs) in histopathology facilitates the utilization of
deep learning (DL) techniques for pathology research and computer-aided diagnosis in …

Graph Neural Network Based Multi-Instance Learning with Graph Structure Learning

F Liu, W Liu - 2024 7th International Conference on Artificial …, 2024 - ieeexplore.ieee.org
Multi-instance learning can make use of the existing weak labeled data to avoid a lot of
manual labeling work costs in supervised learning, and has been widely used in text …