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ORCIDDanny Ziyi Chen
Danny Z. Chen
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- affiliation: University of Notre Dame, USA
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2020 – today
- 2021
[j126]Ziyun Huang, Danny Z. Chen, Jinhui Xu:
Influence-based Voronoi diagrams of clusters. Comput. Geom. 96: 101746 (2021)- [j125]Haochao Ying, Qingyu Song, Jintai Chen, Tingting Liang, Jingjing Gu, Fuzhen Zhuang, Danny Z. Chen, Jian Wu:
A semi-supervised deep convolutional framework for signet ring cell detection. Neurocomputing 453: 347-356 (2021) - [j124]Zheng Cao
, Bohan Yu, Biwen Lei, Haochao Ying, Xiao Zhang, Danny Z. Chen, Jian Wu:
Cascaded SE-ResUnet for segmentation of thoracic organs at risk. Neurocomputing 453: 357-368 (2021) - [j123]Jilong Wang, Rui Li, Renfa Li, Bin Fu, Chunxia Xiao, Danny Z. Chen:
Towards Interpretable Arrhythmia Classification With Human-Machine Collaborative Knowledge Representation. IEEE Trans. Biomed. Eng. 68(7): 2098-2109 (2021) - [j122]Ruiwei Feng, Xuechen Liu, Jintai Chen, Danny Z. Chen, Honghao Gao, Jian Wu:
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification. IEEE J. Biomed. Health Informatics 25(10): 3700-3708 (2021) - [j121]Ruiwei Feng, Zhe Xu, Xiangshang Zheng, Heping Hu, Xiuming Jin, Danny Z. Chen, Ke Yao, Jian Wu:
KerNet: A Novel Deep Learning Approach for Keratoconus and Sub-Clinical Keratoconus Detection Based on Raw Data of the Pentacam HR System. IEEE J. Biomed. Health Informatics 25(10): 3898-3910 (2021) - [j120]Ruiwei Feng, Xiangshang Zheng, Tianxiang Gao, Jintai Chen, Wenzhe Wang, Danny Z. Chen, Jian Wu:
Interactive Few-Shot Learning: Limited Supervision, Better Medical Image Segmentation. IEEE Trans. Medical Imaging 40(10): 2575-2588 (2021) - [j119]Jun Han, Hao Zheng, Yunhao Xing, Danny Z. Chen, Chaoli Wang:
V2V: A Deep Learning Approach to Variable-to-Variable Selection and Translation for Multivariate Time-Varying Data. IEEE Trans. Vis. Comput. Graph. 27(2): 1290-1300 (2021) - [c198]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
INVITED: kCC-Net for Compression of Biomedical Image Segmentation Networks. DAC 2021: 1343-1346 - [c197]Jintai Chen, Hongyun Yu, Chengde Qian, Danny Z. Chen, Jian Wu:
A Receptor Skeleton for Capsule Neural Networks. ICML 2021: 1781-1790 - [c196]Jintai Chen, Xiangshang Zheng, Hongyun Yu, Danny Z. Chen, Jian Wu:
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision. IJCAI 2021: 3597-3605 - [c195]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation. ISBI 2021: 453-457 - [c194]Pengfei Gu, Hao Zheng, Yizhe Zhang, Chaoli Wang, Danny Z. Chen:
kCBAC-Net: Deeply Supervised Complete Bipartite Networks with Asymmetric Convolutions for Medical Image Segmentation. MICCAI (1) 2021: 337-347 - [c193]Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen:
Hierarchical Self-supervised Learning for Medical Image Segmentation Based on Multi-domain Data Aggregation. MICCAI (1) 2021: 622-632 - [i29]Jintai Chen, Bohan Yu, Biwen Lei, Ruiwei Feng, Danny Z. Chen, Jian Wu:
Doctor Imitator: A Graph-based Bone Age Assessment Framework Using Hand Radiographs. CoRR abs/2102.05424 (2021) - [i28]Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu:
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels. CoRR abs/2102.08148 (2021) - [i27]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation. CoRR abs/2104.08554 (2021) - [i26]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Image Complexity Guided Network Compression for Biomedical Image Segmentation. CoRR abs/2107.02927 (2021) - [i25]Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen:
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation. CoRR abs/2107.04886 (2021) - 2020
- [j118]Chengtao Peng, Bin Li, Peixian Liang, Jian Zheng, Yizhe Zhang, Bensheng Qiu, Danny Z. Chen:
A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts. IEEE Trans. Medical Imaging 39(12): 3831-3842 (2020) - [j117]Tianxiao Hu, Hao Zheng, Chen Liang, Sirou Zhu, Natalie Imirzian, Yizhe Zhang, Chaoli Wang, David P. Hughes, Danny Z. Chen:
AntVis: A web-based visual analytics tool for exploring ant movement data. Vis. Informatics 4(1): 58-70 (2020) - [c192]Hao Zheng, Yizhe Zhang, Lin Yang, Chaoli Wang, Danny Z. Chen:
An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training. AAAI 2020: 6925-6932 - [c191]Li Guo, Shaojie Ye, Jun Han, Hao Zheng, Han Gao, Danny Z. Chen, Jian-Xun Wang, Chaoli Wang:
SSR-VFD: Spatial Super-Resolution for Vector Field Data Analysis and Visualization. PacificVis 2020: 71-80 - [c190]Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu:
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels. BIBM 2020: 534-541 - [c189]Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen:
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation. BIBM 2020: 815-820 - [c188]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: 41-46 - [c187]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: 332-337 - [c186]Jintai Chen, Biwen Lei, Qingyu Song, Haochao Ying, Danny Z. Chen, Jian Wu:
A Hierarchical Graph Network for 3D Object Detection on Point Clouds. CVPR 2020: 389-398 - [c185]Yaopeng Peng, Danny Z. Chen, Lanfen Lin:
Visual Relationship Detection With A Deep Convolutional Relationship Network. ICIP 2020: 1461-1465 - [c184]Wenzhe Wang, Qingyu Song, Ruiwei Feng, Tingting Chen, Jintai Chen, Danny Z. Chen, Jian Wu:
A Fully 3D Cascaded Framework for Pancreas Segmentation. ISBI 2020: 207-211 - [c183]Ruiwei Feng, Biwen Lei, Wenzhe Wang, Tingting Chen, Jintai Chen, Danny Z. Chen, Jian Wu:
SSN: A Stair-Shape Network for Real-Time Polyp Segmentation in Colonoscopy Images. ISBI 2020: 225-229 - [c182]Suraj Mishra, Danny Z. Chen, Xiaobo Sharon Hu:
A Data-Aware Deep Supervised Method for Retinal Vessel Segmentation. ISBI 2020: 1254-1257 - [c181]Wenzhe Wang, Qingyu Song, Jiarong Zhou, Ruiwei Feng, Tingting Chen, Wenhao Ge, Danny Z. Chen, S. Kevin Zhou, Weilin Wang, Jian Wu:
Dual-Level Selective Transfer Learning for Intrahepatic Cholangiocarcinoma Segmentation in Non-enhanced Abdominal CT. MICCAI (1) 2020: 64-73 - [c180]Jintai Chen, Bohan Yu, Biwen Lei, Ruiwei Feng, Danny Z. Chen, Jian Wu:
Doctor Imitator: A Graph-Based Bone Age Assessment Framework Using Hand Radiographs. MICCAI (6) 2020: 764-774 - [c179]Hao Zheng, Susan M. Motch Perrine, M. Kathleen Pitirri, Kazuhiko Kawasaki, Chaoli Wang, Joan T. Richtsmeier, Danny Z. Chen:
Cartilage Segmentation in High-Resolution 3D Micro-CT Images via Uncertainty-Guided Self-training with Very Sparse Annotation. MICCAI (1) 2020: 802-812 - [e4]Sergio Cabello, Danny Z. Chen:
36th International Symposium on Computational Geometry, SoCG 2020, June 23-26, 2020, Zürich, Switzerland. LIPIcs 164, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2020, ISBN 978-3-95977-143-6 [contents] - [i24]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 abs/2007.01259 (2020) - [i23]Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen:
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation. CoRR abs/2012.09373 (2020)
2010 – 2019
- 2019
- [j116]Wenzhe Wang, Ruiwei Feng, Jintai Chen, Yifei Lu, Tingting Chen, Hongyun Yu, Danny Z. Chen, Jian Wu:
Nodule-Plus R-CNN and Deep Self-Paced Active Learning for 3D Instance Segmentation of Pulmonary Nodules. IEEE Access 7: 128796-128805 (2019) - [j115]Danny Z. Chen, Haitao Wang:
Computing L1 Shortest Paths Among Polygonal Obstacles in the Plane. Algorithmica 81(6): 2430-2483 (2019) - [j114]Jun Han, Jun Tao, Hao Zheng, Hanqi Guo, Danny Z. Chen, Chaoli Wang:
Flow Field Reduction Via Reconstructing Vector Data From 3-D Streamlines Using Deep Learning. IEEE Computer Graphics and Applications 39(4): 54-67 (2019) - [j113]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): 646-661 (2019) - [c178]Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen:
Biomedical Image Segmentation via Representative Annotation. AAAI 2019: 5901-5908 - [c177]Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen:
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation. AAAI 2019: 5909-5916 - [c176]Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu:
CC-NET: Image Complexity Guided Network Compression for Biomedical Image Segmentation. ISBI 2019: 57-60 - [c175]Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen:
Cascade Decoder: A Universal Decoding Method For Biomedical Image Segmentation. ISBI 2019: 339-342 - [c174]Tingting Chen, Xinjun Ma, Xingde Ying, Wenzhe Wang, Chunnv Yuan, Weiguo Lu, Danny Z. Chen, Jian Wu:
Multi-Modal Fusion Learning For Cervical Dysplasia Diagnosis. ISBI 2019: 1505-1509 - [c173]Jintai Chen, Yanjie Wang, Ruoqian Guo, Bohan Yu, Tingting Chen, Wenzhe Wang, Ruiwei Feng, Danny Z. Chen, Jian Wu:
LSRC: A Long-Short Range Context-Fusing Framework for Automatic 3D Vertebra Localization. MICCAI (6) 2019: 95-103 - [c172]Tingting Chen, Xinjun Ma, Xuechen Liu, Wenzhe Wang, Ruiwei Feng, Jintai Chen, Chunnv Yuan, Weiguo Lu, Danny Z. Chen, Jian Wu:
Multi-view Learning with Feature Level Fusion for Cervical Dysplasia Diagnosis. MICCAI (1) 2019: 329-338 - [c171]Yizhe Zhang, Michael T. C. Ying, Danny Z. Chen:
Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images. MICCAI (2) 2019: 641-650 - [c170]Hao Zheng, Lin Yang, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen:
HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion. MICCAI (2) 2019: 759-767 - [c169]Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen:
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. MIDL 2019: 572-587 - [e3]Luping Zhou, Nicholas Heller, Yiyu Shi, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Xiaobo Sharon Hu, Danny Ziyi Chen, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen:
Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention - International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Lecture Notes in Computer Science 11851, Springer 2019, ISBN 978-3-030-33641-7 [contents] - [i22]Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu:
CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation. CoRR abs/1901.01578 (2019) - [i21]Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen:
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation. CoRR abs/1901.04949 (2019) - [i20]Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen:
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. CoRR abs/1903.00035 (2019) - [i19]Yizhe Zhang, Michael T. C. Ying, Danny Z. Chen:
Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images. CoRR abs/1906.02901 (2019) - 2018
- [j112]Shenglong Zhu, Scott J. Emrich, Danny Z. Chen:
Inversion detection using PacBio long reads. Int. J. Data Min. Bioinform. 20(3): 230-246 (2018) - [j111]Deshi Ye, Danny Z. Chen, Guochuan Zhang:
Online scheduling of moldable parallel tasks. J. Sched. 21(6): 647-654 (2018) - [c168]Shenglong Zhu, Scott J. Emrich, Danny Z. Chen:
Predicting Local Inversions Using Rectangle Clustering and Representative Rectangle Prediction. BIBM 2018: 254-259 - [c167]Indranil Palit, Lin Yang, Yue Ma, Danny Z. Chen, Michael T. Niemier, Jinjun Xiong, Xiaobo Sharon Hu:
Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth. CBMS 2018: 375-380 - [c166]Xiaowei Xu, Qing Lu, Lin Yang, Xiaobo Sharon Hu, Danny Z. Chen, Yu Hu, Yiyu Shi:
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CVPR 2018: 8300-8308 - [c165]Xiaoming Chen, Danny Z. Chen, Xiaobo Sharon Hu:
moDNN: Memory optimal DNN training on GPUs. DATE 2018: 13-18 - [c164]Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen:
A new registration approach for dynamic analysis of calcium signals in organs. ISBI 2018: 934-937 - [c163]Zhiwen Lin, Ruoqian Guo, Yanjie Wang, Bian Wu, Tingting Chen, Wenzhe Wang, Danny Z. Chen, Jian Wu:
A Framework for Identifying Diabetic Retinopathy Based on Anti-noise Detection and Attention-Based Fusion. MICCAI (2) 2018: 74-82 - [c162]Zhuo Zhao, Lin Yang, Hao Zheng, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen:
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. MICCAI (4) 2018: 352-360 - [c161]Wenzhe Wang, Yifei Lu, Bian Wu, Tingting Chen, Danny Z. Chen, Jian Wu:
Deep Active Self-paced Learning for Accurate Pulmonary Nodule Segmentation. MICCAI (2) 2018: 723-731 - [i18]Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen:
A New Registration Approach for Dynamic Analysis of Calcium Signals in Organs. CoRR abs/1802.00491 (2018) - [i17]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 abs/1803.04907 (2018) - [i16]Lin Yang, Yizhe Zhang, Zhuo Zhao, Hao Zheng, Peixian Liang, Michael T. C. Ying, Anil T. Ahuja, Danny Z. Chen:
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation. CoRR abs/1806.00593 (2018) - [i15]Zhuo Zhao, Lin Yang, Hao Zheng, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen:
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. CoRR abs/1806.11137 (2018) - [i14]Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen:
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation. CoRR abs/1812.03945 (2018) - 2017
- [j110]Danny Z. Chen, Haitao Wang:
Computing the Visibility Polygon of an Island in a Polygonal Domain. Algorithmica 77(1): 40-64 (2017) - [j109]Danny Z. Chen, Ziyun Huang, Yangwei Liu, Jinhui Xu:
On Clustering Induced Voronoi Diagrams. SIAM J. Comput. 46(6): 1679-1711 (2017) - [c160]Shenglong Zhu, Scott J. Emrich, Danny Z. Chen:
Inversion detection using PacBio long reads. BIBM 2017: 237-242 - [c159]Xiaoming Chen, Jianxu Chen, Danny Z. Chen, Xiaobo Sharon Hu:
Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs. DAC 2017: 68:1-68:6 - [c158]Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen:
Neuron Segmentation Using Deep Complete Bipartite Networks. MICCAI (2) 2017: 21-29 - [c157]Chenchen Li, Xiaowei Li, Hongji Cao, He Jiang, Xiaotie Deng, Danny Z. Chen, Lin Yang, Zhifeng Shao:
Fast Background Removal Method for 3D Multi-channel Deep Tissue Fluorescence Imaging. MICCAI (2) 2017: 92-99 - [c156]Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen:
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. MICCAI (3) 2017: 399-407 - [c155]Yizhe Zhang, Lin Yang, Jianxu Chen, Maridel Fredericksen, David P. Hughes, Danny Z. Chen:
Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images. MICCAI (3) 2017: 408-416 - [i13]Xiaoming Chen, Jianxu Chen, Danny Z. Chen, Xiaobo Sharon Hu:
Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs. CoRR abs/1705.10591 (2017) - [i12]Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen:
Neuron Segmentation Using Deep Complete Bipartite Networks. CoRR abs/1705.11053 (2017) - [i11]Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen:
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. CoRR abs/1706.04737 (2017) - 2016
- [j108]Danny Z. Chen, Jian Li, Hongyu Liang, Haitao Wang:
Matroid and Knapsack Center Problems. Algorithmica 75(1): 27-52 (2016) - [j107]Danny Z. Chen, Rajasekhar Inkulu, Haitao Wang:
Two-point L1 shortest path queries in the plane. J. Comput. Geom. 7(1): 473-519 (2016) - [j106]Yizhe Zhang, Lin Yang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
A seeding-searching-ensemble method for gland segmentation in H&E-stained images. BMC Medical Informatics Decis. Mak. 16(S-2): 80 (2016) - [j105]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): 230-243 (2016) - [j104]Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn:
Iris Recognition Based on Human-Interpretable Features. IEEE Trans. Inf. Forensics Secur. 11(7): 1476-1485 (2016) - [j103]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): 2074-2084 (2016) - [c154]Yizhe Zhang, Michael T. C. Ying, Lin Yang, Anil T. Ahuja, Danny Z. Chen:
Coarse-to-Fine Stacked Fully Convolutional Nets for lymph node segmentation in ultrasound images. BIBM 2016: 443-448 - [c153]Shenglong Zhu, Danny Z. Chen, Scott J. Emrich:
Single molecule sequencing-guided scaffolding and correction of draft assemblies. ICCABS 2016: 1 - [c152]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: 968-971 - [c151]Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
A Deep Learning Approach for Semantic Segmentation in Histology Tissue Images. MICCAI (2) 2016: 176-184 - [c150]Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen:
3D Segmentation of Glial Cells Using Fully Convolutional Networks and k-Terminal Cut. MICCAI (2) 2016: 658-666 - [c149]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: 3036-3044 - [r4]Danny Z. Chen:
Sphere Packing Problem. Encyclopedia of Algorithms 2016: 2047-2051 - [i10]Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Z. Chen:
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation. CoRR abs/1609.01006 (2016) - 2015
- [j102]Danny Ziyi Chen, Xuehou Tan, Haitao Wang, Gangshan Wu:
Optimal Point Movement for Covering Circular Regions. Algorithmica 72(2): 379-399 (2015) - [j101]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: 29-36 (2015) - [j100]Danny Z. Chen, Haitao Wang:
Visibility and ray shooting queries in polygonal domains. Comput. Geom. 48(2): 31-41 (2015) - [j99]Danny Ziyi Chen, Haitao Wang:
Weak visibility queries of line segments in simple polygons. Comput. Geom. 48(6): 443-452 (2015) - [j98]Danny Ziyi Chen, Xiaomin Liu, Haitao Wang:
Computing maximum non-crossing matching in convex bipartite graphs. Discret. Appl. Math. 187: 50-60 (2015) - [j97]Yiping Lu, Danny Z. Chen, Jianzhong Cha:
Packing cubes into a cube is NP-complete in the strong sense. J. Comb. Optim. 29(1): 197-215 (2015) - [j96]Danny Z. Chen, Haitao Wang:
A new algorithm for computing visibility graphs of polygonal obstacles in the plane. J. Comput. Geom. 6(1): 316-345 (2015) - [j95]Danny Z. Chen, Haitao Wang:
Computing Shortest Paths among Curved Obstacles in the Plane. ACM Trans. Algorithms 11(4): 26:1-26:46 (2015) - [j94]Danny Ziyi Chen, Jian Li, Haitao Wang:
Efficient algorithms for the one-dimensional k-center problem. Theor. Comput. Sci. 592: 135-142 (2015) - [j93]Danny Z. Chen, David Craft, Lin Yang:
A circular matrix-merging algorithm with application in Volumetric Intensity-Modulated Arc Therapy. Theor. Comput. Sci. 607: 126-134 (2015) - [c148]Yizhe Zhang, Lin Yang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
A seeding-searching-ensemble method for gland segmentation and detection. BIBM 2015: 357-362 - [c147]Yiping Lu, Danny Z. Chen, Jianzhong Cha:
Packing Cubes into a Cube in (D>3)-Dimensions. COCOON 2015: 264-276 - [c146]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: 247-258 - [c145]Jian Mu, Danny Z. Chen:
An optimization-based approach for restoring missing structures and textures in images. ICIP 2015: 3705-3709 - [c144]Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn:
Iris recognition based on human-interpretable features. ISBA 2015: 1-6 - [c143]Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Yizhe Zhang, Haitao Wang, Danny Ziyi Chen:
Segmenting subcellular structures in histology tissue images. ISBI 2015: 556-559 - [c142]Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
Detection of Glands and Villi by Collaboration of Domain Knowledge and Deep Learning. MICCAI (2) 2015: 20-27 - [c141]Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
Neutrophils Identification by Deep Learning and Voronoi Diagram of Clusters. MICCAI (3) 2015: 226-233 - [c140]Jianxu Chen, Shant Mahserejian, Mark S. Alber, Danny Z. Chen:
A Hybrid Approach for Segmentation and Tracking of Myxococcus Xanthus Swarms. MICCAI (3) 2015: 284-291 - [c139]Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen:
Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class Learning. MICCAI (3) 2015: 292-299 - [c138]Jian Mu, Lin Yang, Malgorzata M. Kamocka, Amy L. Zollman, Nadia Carlesso, Danny Z. Chen:
Segmentation of vascular structures and hematopoietic cells in 3D microscopy images and quantitative analysis. Medical Imaging: Image Processing 2015: 941305 - 2014
- [j92]Danny Z. Chen, Haitao Wang:
New Algorithms for Facility Location Problems on the Real Line. Algorithmica 69(2): 370-383 (2014) - [j91]Danny Z. Chen, Haitao Wang:
Outlier Respecting Points Approximation. Algorithmica 69(2): 410-430 (2014) - [c137]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: 173-178 - [c136]Danny Z. Chen, Rajasekhar Inkulu, Haitao Wang:
Two-Point L1 Shortest Path Queries in the Plane. SoCG 2014: 406-416 - [c135]Danny Z. Chen, David Craft, Lin Yang:
A Circular Matrix-Merging Algorithm with Application in VMAT Radiation Therapy. FAW 2014: 36-47 - [c134]Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
Identifying Neutrophils in H&E Staining Histology Tissue Images. MICCAI (1) 2014: 73-80 - [c133]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: 113-120 - [i9]Danny Z. Chen, Rajasekhar Inkulu, Haitao Wang:
Two-Point L1 Shortest Path Queries in the Plane. CoRR abs/1403.3458 (2014) - 2013
- [j90]