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Jiancheng Yang
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Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling
J Yang, Q Zhang, B Ni, L Li, J Liu, M Zhou, Q Tian
CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 3323--3332, 2019
4362019
MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification
J Yang, R Shi, D Wei, Z Liu, L Zhao, B Ke, H Pfister, B Ni
Scientific Data (Nature Publishing Group) 10 (1), 41, 2023
4292023
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis
J Yang, R Shi, B Ni
ISBI - IEEE International Symposium on Biomedical Imaging, 2021
2992021
3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas
W Zhao*, J Yang*, Y Sun, C Li, W Wu, L Jin, Z Yang, B Ni, P Gao, P Wang, ...
Cancer Research 78 (24), 6881-6889, 2018
1852018
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation
J Xu, Z Yu, B Ni, J Yang, X Yang, W Zhang
CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 899-908, 2020
1832020
3D Human Action Representation Learning via Cross-View Consistency Pursuit
L Li, M Wang, B Ni, H Wang, J Yang, W Zhang
CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 2021
1692021
Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet
L Jin*, J Yang*, K Kuang, B Ni, Y Gao, Y Sun, P Gao, W Ma, M Tan, ...
eBioMedicine (The Lancet Discovery Science) 62, 103106, 2020
1332020
Dynamic points agglomeration for hierarchical point sets learning
J Liu, B Ni, C Li, J Yang, Q Tian
ICCV - IEEE International Conference on Computer Vision, 7546-7555, 2019
1172019
Adversarial attack and defense on point sets
J Yang, Q Zhang, R Fang, B Ni, J Liu, Q Tian
arXiv preprint arXiv:1902.10899, 2019
1142019
Toward automatic prediction of EGFR mutation status in pulmonary adenocarcinoma with 3D deep learning
W Zhao*, J Yang*, B Ni, D Bi, Y Sun, M Xu, X Zhu, C Li, L Jin, P Gao, ...
Cancer Medicine, 2019
992019
Reinventing 2D Convolutions for 3D Images
J Yang, X Huang, Y He, J Xu, C Yang, G Xu, B Ni
JBHI - IEEE Journal of Biomedical and Health Informatics, 2021
882021
Learning Black-Box Attackers with Transferable Priors and Query Feedback
J Yang, Y Jiang, X Huang, B Ni, C Zhao
NeurIPS - Neural Information Processing Systems, 2020
722020
A multi-omics-based serial deep learning approach to predict clinical outcomes of single-agent anti-PD-1/PD-L1 immunotherapy in advanced stage non-small-cell lung cancer
Y Yang*, J Yang*, L Shen*, J Chen, L Xia, B Ni, L Ge, Y Wang, S Lu
American Journal of Translational Research 13 (2), 743, 2021
642021
Shape Self-Correction for Unsupervised Point Cloud Understanding
Y Chen, J Liu, B Ni, H Wang, J Yang, N Liu, T Li, Q Tian
ICCV - IEEE International Conference on Computer Vision, 8382-8391, 2021
462021
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system
Q Da, X Huang, Z Li, Y Zuo, C Zhang, J Liu, W Chen, J Li, D Xu, Z Hu, H Yi, ...
Medical Image Analysis 80, 102485, 2022
452022
Relational Learning between Multiple Pulmonary Nodules via Deep Set Attention Transformers
J Yang, H Deng, X Huang, B Ni, Y Xu
ISBI - IEEE International Symposium on Biomedical Imaging, 1875-1878, 2020
292020
ImplicitAtlas: Learning Deformable Shape Templates in Medical Imaging
J Yang, U Wickramasinghe, B Ni, P Fua
CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 15861-15871, 2022
242022
Asymmetric 3D Context Fusion for Universal Lesion Detection
J Yang, Y He, K Kuang, Z Lin, H Pfister, B Ni
MICCAI - International Conference on Medical Image Computing and Computer …, 2021
232021
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes
J Yang, Y He, X Huang, J Xu, X Ye, G Tao, B Ni
MICCAI - International Conference on Medical Image Computing and Computer …, 2020
232020
Convolution kernel and iterative reconstruction affect the diagnostic performance of radiomics and deep learning in lung adenocarcinoma pathological subtypes
W Zhao, W Zhang, Y Sun, Y Ye, J Yang, W Chen, P Gao, J Li, C Li, L Jin, ...
Thoracic Cancer 10 (10), 1893-1903, 2019
222019
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