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ORCIDDanny Ziyi Chen
Danny Z. Chen – Danny Chen 0001
Person information
- affiliation: University of Notre Dame, IN, USA
Other persons with the same name
- Danny Chen — disambiguation page
- Danny Chen 0002 — Xinjiang University, School of Computer Science and Technology, Urumqi, China
- Danny Chen 0003 — National Taiwan University of Science and Technology, Department of Industrial Management, Taipei, Taiwan
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2020 – today
- 2025
[j156]Rucheng Jiang, Bin Fu, Renfa Li, Rui Li, Danny Z. Chen
, Yan Liu, Guoqi Xie, Keqin Li:
A dual-branch convolutional neural network with domain-informed attention for arrhythmia classification of 12-lead electrocardiograms. Eng. Appl. Artif. Intell. 139: 109480 (2025)- 2024
- [j155]Yinyin Gong, Rui Li, Yan Liu, Jilong Wang, Buwen Cao, Xiangzheng Fu, Renfa Li, Danny Z. Chen:
MR2CPPIS: Accurate prediction of protein-protein interaction sites based on multi-scale Res2Net with coordinate attention mechanism. Comput. Biol. Medicine 176: 108543 (2024) - [j154]Yizhe Zhang, Tao Zhou, Yuhui Tao, Shuo Wang, Ye Wu, Benyuan Liu, Pengfei Gu, Qiang Chen, Danny Z. Chen:
TestFit: A plug-and-play one-pass test time method for medical image segmentation. Medical Image Anal. 92: 103069 (2024) - [j153]Yuyang Xu, Jingbo Zhou, Haochao Ying, Jintai Chen, Wei Chen, Danny Z. Chen, Jian Wu:
A Protein-Context Enhanced Master Slave Framework for Zero-Shot Drug Target Interaction Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 21(6): 2359-2370 (2024) - [j152]Wenhao Zheng, Jintai Chen, Kai Zhang, Jiahuan Yan, Jinhong Wang, Yi Cheng, Bang Du, Danny Z. Chen, Honghao Gao, Jian Wu, Hongxia Xu:
Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision. IEEE J. Biomed. Health Informatics 28(8): 4522-4533 (2024) - [j151]Jinhong Wang, Zhe Xu, Wenhao Zheng, Haochao Ying, Tingting Chen, Zuozhu Liu, Danny Z. Chen, Ke Yao, Jian Wu:
A Transformer-Based Knowledge Distillation Network for Cortical Cataract Grading. IEEE Trans. Medical Imaging 43(3): 1089-1101 (2024) - [c241]Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Z. Chen, Jian Wu:
Multi-rater Prompting for Ambiguous Medical Image Segmentation. BIBM 2024: 2519-2525 - [c240]Zinan Lv, Dong Han, Wenzhe Wang, Danny Z. Chen:
SinLane: Siamese Visual Transformer via Pyramid Feature Integration for Lane Detection. ECAI 2024: 137-144 - [c239]Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen:
Making Pre-trained Language Models Great on Tabular Prediction. ICLR 2024 - [c238]Yixuan Wu, Kaiyuan Hu, Danny Z. Chen, Jian Wu:
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey. IJCAI 2024: 8326-8334 - [c237]Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen:
Boosting Medical Image Classification with Segmentation Foundation Model. ISBI 2024: 1-5 - [c236]Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen:
Shmc-Net: A Mask-Guided Feature Fusion Network for Sperm Head Morphology Classification. ISBI 2024: 1-5 - [c235]Nishchal Sapkota, Yejia Zhang, Susan M. Motch Perrine, Yuhan Hsi, Sirui Li, Meng Wu, Greg Holmes, Abdul R. Abdulai, Ethylin W. Jabs, Joan T. Richtsmeier, Danny Z. Chen:
Conunetr: A Conditional Transformer Network for 3D Micro-Ct Embryonic Cartilage Segmentation. ISBI 2024: 1-5 - [c234]Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
Path-Gptomic: A Balanced Multi-Modal Learning Framework For Survival Outcome Prediction. ISBI 2024: 1-5 - [c233]Yizhe Zhang, Tao Zhou, Ye Wu, Shuo Wang, Danny Z. Chen:
Transduction Enhanced Inductive Inference for Imbalanced Classification in Medical Images. ISBI 2024: 1-5 - [c232]Jintai Chen, Jiahuan Yan, Qiyuan Chen, Danny Z. Chen, Jian Wu, Jimeng Sun:
Can a Deep Learning Model be a Sure Bet for Tabular Prediction? KDD 2024: 288-296 - [c231]Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu:
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. KDD 2024: 3679-3689 - [c230]Yejia Zhang, Hanqing Chao, Zhongwei Qiu, Wenbin Liu, Yixuan Shen, Nishchal Sapkota, Pengfei Gu, Danny Z. Chen, Le Lu, Ke Yan, Dakai Jin, Yun Bian, Hui Jiang:
IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images. MICCAI (4) 2024: 211-221 - [c229]Jinhong Wang, Jintai Chen, Danny Ziyi Chen, Jian Wu:
[inline-graphic not available: see fulltext] LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation. MICCAI (8) 2024: 360-370 - [c228]Yixuan Wu, Kaiyuan Hu, Qian Shao, Jintai Chen, Danny Z. Chen, Jian Wu:
TeleOR: Real-Time Telemedicine System for Full-Scene Operating Room. MICCAI (6) 2024: 628-638 - [c227]Yaopeng Peng, Milan Sonka, Danny Z. Chen:
Group Vision Transformer. ACM Multimedia 2024: 2623-2631 - [c226]Zinan Lv, Dong Han, Wenzhe Wang, Danny Z. Chen:
A Siamese Transformer with Hierarchical Refinement for Lane Detection. NeurIPS 2024 - [c225]Yaopeng Peng, Hongxiao Wang, Milan Sonka, Danny Z. Chen:
PHG-Net: Persistent Homology Guided Medical Image Classification*. WACV 2024: 7568-7577 - [i80]Guangyu Meng, Ruyu Zhou, Liu Liu, Peixian Liang, Fang Liu, Danny Chen, Michael T. Niemier, X. Sharon Hu:
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search. CoRR abs/2401.07378 (2024) - [i79]Suraj Mishra, Danny Z. Chen:
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation. CoRR abs/2402.02649 (2024) - [i78]Yixuan Wu, Kaiyuan Hu, Danny Z. Chen, Jian Wu:
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey. CoRR abs/2402.03093 (2024) - [i77]Nishchal Sapkota, Yejia Zhang, Susan M. Motch Perrine, Yuhan Hsi, Sirui Li, Meng Wu, Greg Holmes, Abdul R. Abdulai, Ethylin W. Jabs, Joan T. Richtsmeier, Danny Z. Chen:
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation. CoRR abs/2402.03695 (2024) - [i76]Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen:
SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification. CoRR abs/2402.03697 (2024) - [i75]Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen:
Making Pre-trained Language Models Great on Tabular Prediction. CoRR abs/2403.01841 (2024) - [i74]Jinhong Wang, Jintai Chen, Danny Chen, Jian Wu:
Large Window-based Mamba UNet for Medical Image Segmentation: Beyond Convolution and Self-attention. CoRR abs/2403.07332 (2024) - [i73]Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction. CoRR abs/2403.11375 (2024) - [i72]Jinhong Wang, Tingting Chen, Jintai Chen, Yixuan Wu, Yuyang Xu, Danny Chen, Haochao Ying, Jian Wu:
PoCo: A Self-Supervised Approach via Polar Transformation Based Progressive Contrastive Learning for Ophthalmic Disease Diagnosis. CoRR abs/2403.19124 (2024) - [i71]Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Ziyi Chen, Jian Wu:
Multi-rater Prompting for Ambiguous Medical Image Segmentation. CoRR abs/2404.07580 (2024) - [i70]Hanjing Zhou, Mingze Yin, Jintai Chen, Danny Chen, Jian Wu:
Group-On: Boosting One-Shot Segmentation with Supportive Query. CoRR abs/2404.11871 (2024) - [i69]Danny Z. Chen, Ziyun Huang, Yangwei Liu, Jinhui Xu:
On Clustering Induced Voronoi Diagrams. CoRR abs/2404.18906 (2024) - [i68]Pengfei Gu, Yejia Zhang, Huimin Li, Hongxiao Wang, Yizhe Zhang, Chaoli Wang, Danny Z. Chen:
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation. CoRR abs/2406.10519 (2024) - [i67]Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen:
Boosting Medical Image Classification with Segmentation Foundation Model. CoRR abs/2406.11026 (2024) - [i66]Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu:
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. CoRR abs/2407.09790 (2024) - [i65]Yixuan Wu, Kaiyuan Hu, Qian Shao, Jintai Chen, Danny Z. Chen, Jian Wu:
TeleOR: Real-time Telemedicine System for Full-Scene Operating Room. CoRR abs/2407.19763 (2024) - [i64]Yaopeng Peng, Zhi Chen, Andreas Wahle, Tomas Kovarnik, Milan Sonka, Danny Z. Chen:
FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images. CoRR abs/2409.09188 (2024) - [i63]Yaopeng Peng, Milan Sonka, Danny Z. Chen:
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition. CoRR abs/2409.09216 (2024) - [i62]Nishchal Sapkota, Yejia Zhang, Zihao Zhao, Maria Gomez, Yuhan Hsi, Jordan A. Wilson, Kazuhiko Kawasaki, Greg Holmes, Meng Wu, Ethylin W. Jabs, Joan T. Richtsmeier, Susan M. Motch Perrine, Danny Z. Chen:
UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data. CoRR abs/2410.13043 (2024) - [i61]Jinhong Wang, Jian Liu, Dongqi Tang, Weiqiang Wang, Wentong Li, Danny Chen, Jintai Chen, Jian Wu:
Scalable Autoregressive Monocular Depth Estimation. CoRR abs/2411.11361 (2024) - [i60]Delin An, Pengfei Gu, Milan Sonka, Chaoli Wang, Danny Z. Chen:
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network. CoRR abs/2411.13873 (2024) - 2023
- [j150]Pengfei Gu, Danny Z. Chen, Chaoli Wang:
NeRVI: Compressive neural representation of visualization images for communicating volume visualization results. Comput. Graph. 116: 216-227 (2023) - [j149]Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen:
A two-stage enhancement network with optimized effective receptive field for speckle image reconstruction. Multim. Tools Appl. 82(13): 19923-19943 (2023) - [j148]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): 687-698 (2023) - [j147]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) - [j146]Hongxiao Wang, Hao Zheng, Danny Z. Chen:
TANGO: A GO-Term Embedding Based Method for Protein Semantic Similarity Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(1): 694-706 (2023) - [j145]Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, Jian Wu:
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. IEEE ACM Trans. Comput. Biol. Bioinform. 20(4): 2434-2444 (2023) - [j144]Yinyin Gong, Rui Li, Bin Fu, Yan Liu, Jilong Wang, Renfa Li, Danny Z. Chen:
A CNN-LSTM Ensemble Model for Predicting Protein-Protein Interaction Binding Sites. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3588-3599 (2023) - [j143]Hongxiao Wang, Gang Huang, Zhuo Zhao, Liang Cheng, Anna Juncker-Jensen, Mate Levente Nagy, Xin Lu, Xiangliang Zhang, Danny Z. Chen:
CCF-GNN: A Unified Model Aggregating Appearance, Microenvironment, and Topology for Pathology Image Classification. IEEE Trans. Medical Imaging 42(11): 3179-3193 (2023) - [j142]Zheng Cao, Liming Xu, Danny Z. Chen, Honghao Gao, Jian Wu:
A Robust Shape-Aware Rib Fracture Detection and Segmentation Framework With Contrastive Learning. IEEE Trans. Multim. 25: 1584-1591 (2023) - [c224]Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu:
T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. AAAI 2023: 10720-10728 - [c223]Jiahuan Yan, Haojun Gao, Zhang Kai, Weize Liu, Danny Chen, Jian Wu, Jintai Chen:
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. EMNLP (Findings) 2023: 7705-7720 - [c222]Jinhong Wang, Yi Cheng, Jintai Chen, Tingting Chen, Danny Chen, Jian Wu:
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. ICCV 2023: 5842-5852 - [c221]Jintai Chen, Kuanlun Liao, Yanwen Fang, Danny Z. Chen, Jian Wu:
TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing. ICLR 2023 - [c220]Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Z. Chen, Jian Wu:
Robust Image Ordinal Regression with Controllable Image Generation. IJCAI 2023: 627-635 - [c219]Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen:
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. ISBI 2023: 1-5 - [c218]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. ISBI 2023: 1-5 - [c217]Yizhe Zhang, Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen:
GrNT: Gate-Regularized Network Training for Improving Multi-Scale Fusion in Medical Image Segmentation. ISBI 2023: 1-5 - [c216]Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen:
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. UNSURE@MICCAI 2023: 12-21 - [c215]Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Yejia Zhang, Danny Z. Chen:
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 129-139 - [c214]Yizhe Zhang, Danny Z. Chen:
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as a Plug-and-Play Transductive Model for Medical Image Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 151-160 - [c213]Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. MICCAI (5) 2023: 315-326 - [c212]Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu:
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels. ACM Multimedia 2023: 463-471 - [c211]Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu:
Robust Training of Graph Neural Networks via Noise Governance. WSDM 2023: 607-615 - [i59]Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu:
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR abs/2301.02819 (2023) - [i58]Yizhe Zhang, Danny Z. Chen:
GPT4MIA: Utilizing Geneative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis. CoRR abs/2302.08722 (2023) - [i57]Yizhe Zhang, Tao Zhou, Peixian Liang, Danny Z. Chen:
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model. CoRR abs/2304.11332 (2023) - [i56]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 abs/2305.04213 (2023) - [i55]Jinhong Wang, Yi Cheng, Jintai Chen, Tingting Chen, Danny Z. Chen, Jian Wu:
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. CoRR abs/2307.09004 (2023) - [i54]Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. CoRR abs/2307.12429 (2023) - [i53]Yizhe Zhang, Tao Zhou, Shuo Wang, Ye Wu, Pengfei Gu, Danny Z. Chen:
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation. CoRR abs/2308.13759 (2023) - [i52]Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen:
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. CoRR abs/2309.04760 (2023) - [i51]Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu:
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels. CoRR abs/2309.08888 (2023) - [i50]Yixuan Wu, Bo Zheng, Jintai Chen, Danny Z. Chen, Jian Wu:
OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation. CoRR abs/2309.13671 (2023) - [i49]Jiahuan Yan, Haojun Gao, Zhang Kai, Weize Liu, Danny Chen, Jian Wu, Jintai Chen:
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. CoRR abs/2311.16650 (2023) - [i48]Yaopeng Peng, Hongxiao Wang, Milan Sonka, Danny Z. Chen:
PHG-Net: Persistent Homology Guided Medical Image Classification. CoRR abs/2311.17243 (2023) - [i47]Yaopeng Peng, Milan Sonka, Danny Z. Chen:
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation. CoRR abs/2311.17791 (2023) - [i46]Yizhe Zhang, Shuo Wang, Tao Zhou, Qi Dou, Danny Z. Chen:
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model. CoRR abs/2312.09899 (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]