Chengkuan Chen

Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning

R. G. Krishnan, Richard J. Chen, Tiffany Y. Chen, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Artificial intelligence for multimodal data integration in oncology.

Ming Y. Lu, Drew F. K. Williamson, Richard J. Chen, 2022, Cancer cell.

An Annotation-free Whole-slide Training Approach to Pathological Classification of Lung Cancer Types by Deep Neural Network

M. Hsiao, Chi-Long Chen, Yu-Chan Chang, 2020 .

Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks

Ming Y. Lu, Drew F. K. Williamson, Faisal Mahmood, 2021, MICCAI.

Fast and scalable search of whole-slide images via self-supervised deep learning

Ming Y. Lu, Drew F. K. Williamson, Andrew J. Schaumberg, 2022, Nature Biomedical Engineering.

Fast and Scalable Image Search For Histology pdf

Ming Y. Lu, Drew F. K. Williamson, Faisal Mahmood, 2021, ArXiv.

Deep Multi-Objective Learning from Low-Dose CT for Automatic Lung-RADS Report Generation

S. Hsiao, Yung-Chun Chang, K. Sakai, 2022, Journal of personalized medicine.