no code implementations • 9 Nov 2023 • Renyu Zhang, Aly A. Khan, Yuxin Chen, Robert L. Grossman
Our experimental results demonstrate the effectiveness of our approach, showcasing improved classification performance compared to traditional single-instance label-based methods.
1 code implementation • 27 Dec 2021 • Renyu Zhang, Aly A. Khan, Robert L. Grossman, Yuxin Chen
To scale up the computation of queries to large batches, we further propose an efficient batch-mode acquisition procedure, which aims to maximize a novel information measure defined through the acquisition function.
1 code implementation • Machine Learning for Healthcare 2020 • Renyu Zhang, Christopher Weber, Robert Grossman, Aly A. Khan
The automatic generation of captions from medical images can provide for an efficient way to annotate histopathology images with natural language descriptions.