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Jian Wu 0001
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Publications
- 2023
- [j42]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) - [j40]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) - [c98]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 - [c96]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 - [c95]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 - [i17]Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu:
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR abs/2301.02819 (2023) - [i14]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) - [i13]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) - 2022
- [j35]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) - [c94]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 - [c92]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 - [i12]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) - [i10]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) - [i9]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) - [i8]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) - 2021
- [j31]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) - [j29]Jintai Chen, Haochao Ying, Xuechen Liu, Jingjing Gu, Ruiwei Feng, Tingting Chen, Honghao Gao, Jian Wu:
A Transfer Learning Based Super-Resolution Microscopy for Biopsy Slice Images: The Joint Methods Perspective. IEEE ACM Trans. Comput. Biol. Bioinform. 18(1): 103-113 (2021) - [j28]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) - [j27]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) - [c89]Jintai Chen, Hongyun Yu, Chengde Qian, Danny Z. Chen, Jian Wu:
A Receptor Skeleton for Capsule Neural Networks. ICML 2021: 1781-1790 - [c88]Jintai Chen, Xiangshang Zheng, Hongyun Yu, Danny Z. Chen, Jian Wu:
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision. IJCAI 2021: 3597-3605 - [i7]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) - [i6]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) - [i5]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) - 2020
- [c87]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 - [c86]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 - [c85]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 - [c84]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 - [c82]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 - 2019
- [j21]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) - [c79]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 - [c78]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
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