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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
- 2023
[j142]Yixuan Wu, Kuanlun Liao, Jintai Chen, Jinhong Wang, Danny Z. Chen, Honghao Gao, Jian Wu:
D-former: a U-shaped Dilated Transformer for 3D medical image segmentation. Neural Comput. Appl. 35(2): 1931-1944 (2023)- [i46]Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu:
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR abs/2301.02819 (2023) - 2022
- [j141]Yiheng Zhu
, Zhenqiu Ouyang, Wenbo Chen, Ruiwei Feng, Danny Z. Chen, Ji Cao, Jian Wu:
TGSA: protein-protein association-based twin graph neural networks for drug response prediction with similarity augmentation. Bioinform. 38(2): 461-468 (2022) - [j140]Chengtao Peng, Yue Zhang, Jian Zheng, Bin Li, Jun Shen, Ming Li, Lei Liu, Bensheng Qiu, Danny Z. Chen:
IMIIN: An inter-modality information interaction network for 3D multi-modal breast tumor segmentation. Comput. Medical Imaging Graph. 95: 102021 (2022) - [j139]Sergio Cabello, Danny Z. Chen:
Guest Editors' Foreword. Discret. Comput. Geom. 68(4): 945-948 (2022) - [j138]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Image Complexity Guided Network Compression for Biomedical Image Segmentation. ACM J. Emerg. Technol. Comput. Syst. 18(2): 26:1-26:23 (2022) - [j137]Yaopeng Peng, Hao Zheng, Lichun Zhang, Milan Sonka, Danny Z. Chen:
CMC-Net: 3D calf muscle compartment segmentation with sparse annotation. Medical Image Anal. 79: 102460 (2022) - [j136]Yaopeng Peng, Hao Zheng, Peixian Liang, Lichun Zhang, Fahim A. Zaman, Xiaodong Wu, Milan Sonka, Danny Z. Chen:
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation. Medical Image Anal. 82: 102574 (2022) - [j135]Ruiwei Feng, Yan Cao, Xuechen Liu, Tingting Chen, Jintai Chen, Danny Z. Chen, Honghao Gao, Jian Wu:
ChroNet: A multi-task learning based approach for prediction of multiple chronic diseases. Multim. Tools Appl. 81(29): 41511-41525 (2022) - [j134]Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen:
Global Filter of Fusing Near-Infrared and Visible Images in Frequency Domain for Defogging. IEEE Signal Process. Lett. 29: 1953-1957 (2022) - [j133]Jilong Wang, Rui Li, Renfa Li, Bin Fu, Danny Z. Chen:
HMCKRAutoEncoder: An Interpretable Deep Learning Framework for Time Series Analysis. IEEE Trans. Emerg. Top. Comput. 10(1): 99-111 (2022) - [j132]Tingting Chen, Xuechen Liu, Ruiwei Feng, Wenzhe Wang, Chunnv Yuan, Weiguo Lu, Haizhen He, Honghao Gao, Haochao Ying, Danny Z. Chen, Jian Wu:
Discriminative Cervical Lesion Detection in Colposcopic Images With Global Class Activation and Local Bin Excitation. IEEE J. Biomed. Health Informatics 26(4): 1411-1421 (2022) - [j131]Suraj Mishra, Yizhe Zhang, Danny Z. Chen, X. Sharon Hu:
Data-Driven Deep Supervision for Medical Image Segmentation. IEEE Trans. Medical Imaging 41(6): 1560-1574 (2022) - [j130]Tingting Chen, Wenhao Zheng, Haochao Ying, Xiangyu Tan, Kexin Li, Xiaoping Li, Danny Z. Chen, Jian Wu:
A Task Decomposing and Cell Comparing Method for Cervical Lesion Cell Detection. IEEE Trans. Medical Imaging 41(9): 2432-2442 (2022) - [j129]Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen:
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation. IEEE Trans. Medical Imaging 41(10): 2582-2597 (2022) - [j128]Jun Han, Hao Zheng, Danny Z. Chen, Chaoli Wang:
STNet: An End-to-End Generative Framework for Synthesizing Spatiotemporal Super-Resolution Volumes. IEEE Trans. Vis. Comput. Graph. 28(1): 270-280 (2022) - [c210]Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu:
DANets: Deep Abstract Networks for Tabular Data Classification and Regression. AAAI 2022: 3930-3938 - [c209]Pengfei Gu, Jun Han, Danny Z. Chen, Chaoli Wang:
Scalar2Vec: Translating Scalar Fields to Vector Fields via Deep Learning. PacificVis 2022: 31-40 - [c208]Jinhong Wang, Jingwen Wang, Tingting Chen, Wenhao Zheng, Zhe Xu, Xingdi Wu, Wen Xu, Haochao Ying, Danny Z. Chen, Jian Wu:
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction. BIBM 2022: 835-839 - [c207]Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen:
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. BIBM 2022: 1820-1823 - [c206]Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen:
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images. BIBM 2022: 1824-1829 - [c205]Jintai Chen, Kuanlun Liao, Kun Wei, Haochao Ying, Danny Z. Chen, Jian Wu:
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases. ICML 2022: 3360-3370 - [c204]Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen:
Improving Human Sperm Head Morphology Classification With Unsupervised Anatomical Feature Distillation. ISBI 2022: 1-5 - [c203]Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen:
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models. MICCAI (5) 2022: 173-182 - [c202]Yixuan Wu, Bo Zheng, Jintai Chen, Danny Z. Chen, Jian Wu:
Self-learning and One-Shot Learning Based Single-Slice Annotation for 3D Medical Image Segmentation. MICCAI (8) 2022: 244-254 - [c201]Tingting Chen, Yi Cheng, Jinhong Wang, Zhaoxia Yang, Wenhao Zheng, Danny Z. Chen, Jian Wu:
Automating Blastocyst Formation and Quality Prediction in Time-Lapse Imaging with Adaptive Key Frame Selection. MICCAI (4) 2022: 445-455 - [c200]Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen:
Data-Driven Deep Supervision for Skin Lesion Classification. MICCAI (1) 2022: 721-731 - [i45]Yixuan Wu, Kuanlun Liao, Jintai Chen, Jinhong Wang, Danny Z. Chen, Honghao Gao, Jian Wu:
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation. CoRR abs/2201.00462 (2022) - [i44]Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen:
Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation. CoRR abs/2202.07191 (2022) - [i43]Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen:
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation. CoRR abs/2206.01309 (2022) - [i42]Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, Jian Wu:
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. CoRR abs/2206.10592 (2022) - [i41]Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen:
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models. CoRR abs/2207.00156 (2022) - [i40]Jintai Chen, Kuanlun Liao, Kun Wei, Haochao Ying, Danny Z. Chen, Jian Wu:
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases. CoRR abs/2207.10670 (2022) - [i39]Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen:
Data-Driven Deep Supervision for Skin Lesion Classification. CoRR abs/2209.01527 (2022) - [i38]Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu:
Robust Training of Graph Neural Networks via Noise Governance. CoRR abs/2211.06614 (2022) - [i37]Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen:
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning. CoRR abs/2211.08533 (2022) - [i36]Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen:
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. CoRR abs/2211.08557 (2022) - [i35]Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen:
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. CoRR abs/2211.08564 (2022) - [i34]Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen:
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images. CoRR abs/2211.08643 (2022) - [i33]Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu:
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. CoRR abs/2211.16887 (2022) - [i32]Jinhong Wang, Jingwen Wang, Tingting Chen, Wenhao Zheng, Zhe Xu, Xingdi Wu, Wen Xu, Haochao Ying, Danny Z. Chen, Jian Wu:
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction. CoRR abs/2212.05794 (2022) - 2021
- [j127]Pengfei Gu, Jun Han, Danny Z. Chen, Chaoli Wang:
Reconstructing Unsteady Flow Data From Representative Streamlines via Diffusion and Deep-Learning-Based Denoising. IEEE Computer Graphics and Applications 41(6): 111-121 (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) - [c199]Ruiwei Feng, Yufeng Xie, Minshan Lai, Danny Z. Chen, Ji Cao, Jian Wu:
AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural Networks. BIBM 2021: 1295-1298 - [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 - [i31]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) - [i30]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) - [i29]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation. CoRR abs/2104.08554 (2021) - [i28]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Image Complexity Guided Network Compression for Biomedical Image Segmentation. CoRR abs/2107.02927 (2021) - [i27]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) - [i26]Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu:
DANets: Deep Abstract Networks for Tabular Data Classification and Regression. CoRR abs/2112.02962 (2021) - [i25]Ruiwei Feng, Yufeng Xie, Minshan Lai, Danny Z. Chen, Ji Cao, Jian Wu:
AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural Networks. CoRR abs/2112.08366 (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]