| An annotation-free whole-slide training approach to pathological classification of lung cancer types using deep learning CL Chen, CC Chen, WH Yu, SH Chen, YC Chang, TI Hsu, M Hsiao, ... Nature Communications 12 (1), 1-13, 2021 | 148 | 2021 |
| Efficient and robust parallel dnn training through model parallelism on multi-gpu platform CC Chen, CL Yang, HY Cheng arXiv preprint arXiv:1809.02839, 2018 | 125 | 2018 |
| Identification of nodal micrometastasis in colorectal cancer using deep learning on annotation-free whole-slide images WY Chuang, CC Chen, WH Yu, CJ Yeh, SH Chang, SH Ueng, TH Wang, ... Modern Pathology 34 (10), 1901-1911, 2021 | 38 | 2021 |
| Stain mix-up: Unsupervised domain generalization for histopathology images JR Chang, MS Wu, WH Yu, CC Chen, CK Yang, YY Lin, CY Yeh Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 35 | 2021 |
| Deep neural network trained on gigapixel images improves lymph node metastasis detection in clinical settings SC Huang, CC Chen, J Lan, TY Hsieh, HC Chuang, MY Chien, TS Ou, ... Nature Communications 13 (1), 3347, 2022 | 32 | 2022 |
| Hybrid aggregation network for survival analysis from whole slide histopathological images JR Chang, CY Lee, CC Chen, J Reischl, T Qaiser, CY Yeh Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 10 | 2021 |
| End-to-End Performance Optimization for Training Streaming Convolutional Neural Networks using Billion-Pixel Whole-Slide Images LW Tao, AF Hwu, YJ Huang, CC Chen, CY Yeh, SH Hung 2021 IEEE International Conference on Big Data (Big Data), 1127-1137, 2021 | 3 | 2021 |
| Two‐tiered deep‐learning‐based model for histologic diagnosis of Helicobacter gastritis YJ Lin, CC Chen, CH Lee, CY Yeh, YM Jeng Histopathology 83 (5), 771-781, 2023 | 1 | 2023 |
| Enhancing memory utilization and throughput in executing a computational graph CC Chen, WH Yu, CY Yeh US Patent US11971824B2, 2024 | | 2024 |
| Training Deep Neural Networks Directly on Hundred-million-pixel Histopathology Images on a Large-scale GPU Cluster CC Chen, WY Chuang, WH Yu, HC Lin, ST Wang, FA Kuo, CC Chuang, ... | | 2019 |
