Jintai Chen
Jintai Chen
Postdoc @ UIUC; PhD @ Zhejiang University
E-mailová adresa ověřena na: - Domovská stránka
A hierarchical graph network for 3D object detection on point clouds
J Chen, B Lei, Q Song, H Ying, DZ Chen, J Wu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
A deep learning approach for colonoscopy pathology WSI analysis: Accurate segmentation and classification
R Feng, X Liu, J Chen, DZ Chen, H Gao, J Wu
IEEE Journal of Biomedical and Health Informatics 25 (10), 3700-3708, 2020
Interactive few-shot learning: Limited supervision, better medical image segmentation
R Feng, X Zheng, T Gao, J Chen, W Wang, DZ Chen, J Wu
IEEE Transactions on Medical Imaging 40 (10), 2575-2588, 2021
A survey on multimodal large language models for autonomous driving
C Cui, Y Ma, X Cao, W Ye, Y Zhou, K Liang, J Chen, J Lu, Z Yang, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
D-former: A U-shaped dilated Transformer for 3D medical image segmentation
Y Wu, K Liao, J Chen, J Wang, DZ Chen, H Gao, J Wu
Neural Computing and Applications, 1-14, 2022
A transfer learning based super-resolution microscopy for biopsy slice images: The joint methods perspective
J Chen, H Ying, X Liu, J Gu, R Feng, T Chen, H Gao, J Wu
IEEE/ACM Transactions on Computational Biology and Bioinformatics 18 (1 …, 2020
Nodule-plus R-CNN and deep self-paced active learning for 3D instance segmentation of pulmonary nodules
W Wang, R Feng, J Chen, Y Lu, T Chen, H Yu, DZ Chen, J Wu
IEEE Access 7, 128796-128805, 2019
DANets: Deep abstract networks for tabular data classification and regression
J Chen, K Liao, Y Wan, DZ Chen, J Wu
AAAI, 2022
SSN: A stair-shape network for real-time polyp segmentation in colonoscopy images
R Feng, B Lei, W Wang, T Chen, J Chen, DZ Chen, J Wu
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 225-229, 2020
Fetal brain tissue annotation and segmentation challenge results
K Payette, HB Li, P de Dumast, R Licandro, H Ji, MMR Siddiquee, D Xu, ...
Medical Image Analysis 88, 102833, 2023
T2G-Former: Organizing tabular features into relation graphs promotes heterogeneous feature interaction
J Yan, J Chen, Y Wu, DZ Chen, J Wu
AAAI-2023, 2022
A fully 3D cascaded framework for pancreas segmentation
W Wang, Q Song, R Feng, T Chen, J Chen, DZ Chen, J Wu
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 207-211, 2020
ME-GAN: Learning panoptic electrocardio representations for multi-view ECG synthesis conditioned on heart diseases
J Chen, K Liao, K Wei, H Ying, DZ Chen, J Wu
International Conference on Machine Learning, 3360-3370, 2022
Multi-view learning with feature level fusion for cervical dysplasia diagnosis
T Chen, X Ma, X Liu, W Wang, R Feng, J Chen, C Yuan, W Lu, DZ Chen, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Robust training of graph neural networks via noise governance
S Qian, H Ying, R Hu, J Zhou, J Chen, DZ Chen, J Wu
WSDM, 2022
Flow-mixup: Classifying multi-labeled medical images with corrupted labels
J Chen, H Yu, R Feng, DZ Chen
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
Electrocardio panorama: Synthesizing new ECG views with self-supervision
J Chen, X Zheng, H Yu, DZ Chen, J Wu
arXiv preprint arXiv:2105.06293, 2021
TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing
J Chen, KL Liao, Y Fang, D Chen, J Wu
The Eleventh International Conference on Learning Representations, 2023
A semi-supervised deep convolutional framework for signet ring cell detection
H Ying, Q Song, J Chen, T Liang, J Gu, F Zhuang, DZ Chen, J Wu
Neurocomputing 453, 347-356, 2021
Excelformer: A neural network surpassing gbdts on tabular data
J Chen, J Yan, DZ Chen, J Wu
arXiv preprint arXiv:2301.02819, 2023
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Články 1–20