Danny Ziyi Chen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Confocal Microscopy Images

Ordinal Regression

Processing Units

Top Venues

Publications

Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Ziyi Chen, Jian Wu
Multi-rater Prompting for Ambiguous Medical Image Segmentation. CoRR (2024)
Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR (2023)
Zhenge Jia, Jianxu Chen, Xiaowei Xu, John N. Kheir, Jingtong Hu, Han Xiao, Sui Peng, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
The importance of resource awareness in artificial intelligence for healthcare. Nat. Mac. Intell. 5 (7) (2023)
Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Ziyi Chen, Jian Wu
Robust Image Ordinal Regression with Controllable Image Generation. CoRR (2023)
Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen
InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking. CBMS (2020)
Hui Xie, Zhe Pan, Leixin Zhou, Fahim A. Zaman, Danny Ziyi Chen, Jost B. Jonas, Yaxing Wang, Xiaodong Wu
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning. CoRR (2020)
Zhuo Zhao, Hongxiao Wang, Yizhe Zhang, Hao Zheng, Siyuan Zhang, Danny Ziyi Chen
A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus Segmentation. CBMS (2020)
Xiaoming Chen, Danny Ziyi Chen, Yinhe Han, Xiaobo Sharon Hu
moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units. IEEE Trans. Parallel Distributed Syst. 30 (3) (2019)
Xiaowei Xu, Qing Lu, Yu Hu, Lin Yang, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CoRR (2018)
Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Ziyi Chen
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation. NIPS (2016)
Jianxu Chen, Mark S. Alber, Danny Ziyi Chen
A Hybrid Approach for Segmentation and Tracking of Myxococcus Xanthus Swarms. IEEE Trans. Medical Imaging 35 (9) (2016)
Jianxu Chen, Yiqing Cai, Chen Wei, Lin Yang, Mark S. Alber, Danny Ziyi Chen
Segmentation and tracking of Pseudomonas aeruginosa for cell dynamics analysis in time-lapse images. ISBI (2016)
Kai Xiao, Xiaobo Sharon Hu, Bo Zhou, Danny Ziyi Chen
Shell: A Spatial Decomposition Data Structure for Ray Traversal on GPU. IEEE Trans. Computers 65 (1) (2016)
Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn
Iris Recognition Based on Human-Interpretable Features. IEEE Trans. Inf. Forensics Secur. 11 (7) (2016)
Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Yizhe Zhang, Haitao Wang, Danny Ziyi Chen
Segmenting subcellular structures in histology tissue images. ISBI (2015)
Danny Ziyi Chen, Jian Li, Haitao Wang
Efficient algorithms for the one-dimensional k-center problem. Theor. Comput. Sci. 592 (2015)
Danny Ziyi Chen, Xuehou Tan, Haitao Wang, Gangshan Wu
Optimal Point Movement for Covering Circular Regions. Algorithmica 72 (2) (2015)
Kai Xiao, Danny Ziyi Chen, Xiaobo Sharon Hu, Bo Zhou
Monte Carlo Based Ray Tracing in CPU-GPU Heterogeneous Systems and Applications in Radiation Therapy. HPDC (2015)
Yan Xu, Weiying Wu, Eric I-Chao Chang, Danny Ziyi Chen, Jian Mu, Peter P. Lee, Kim R. M. Blenman, Zhuowen Tu
A two-layer structure prediction framework for microscopy cell detection. Comput. Medical Imaging Graph. 41 (2015)
Danny Ziyi Chen, Haitao Wang
Weak visibility queries of line segments in simple polygons. Comput. Geom. 48 (6) (2015)
Danny Ziyi Chen, Xiaomin Liu, Haitao Wang
Computing maximum non-crossing matching in convex bipartite graphs. Discret. Appl. Math. 187 (2015)
Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn
Iris recognition based on human-interpretable features. ISBA (2015)
Jianxu Chen, Oleg V. Kim, Rustem I. Litvinov, John W. Weisel, Mark S. Alber, Danny Ziyi Chen
An Automated Approach for Fibrin Network Segmentation and Structure Identification in 3D Confocal Microscopy Images. CBMS (2014)
Jianxu Chen, Cameron W. Harvey, Mark S. Alber, Danny Ziyi Chen
A Matching Model Based on Earth Mover's Distance for Tracking Myxococcus Xanthus. MICCAI (2) (2014)
Kai Xiao, Danny Ziyi Chen, Xiaobo Sharon Hu, Bo Zhou
Shell: A Spatial Decomposition Data Structure for 3D Curve Traversal on Many-Core Architectures. ESA (2013)