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Donghuan Lu
Donghuan Lu
Tencent
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Multimodal and multiscale deep neural networks for the early diagnosis of Alzheimer’s disease using structural MR and FDG-PET images
D Lu, K Popuri, GW Ding, R Balachandar, MF Beg
Scientific reports 8 (1), 5697, 2018
3832018
Morphological diversity of single neurons in molecularly defined cell types
H Peng, P Xie, L Liu, X Kuang, Y Wang, L Qu, H Gong, S Jiang, A Li, ...
Nature 598 (7879), 174-181, 2021
2292021
RETOUCH: the retinal OCT fluid detection and segmentation benchmark and challenge
H Bogunović, F Venhuizen, S Klimscha, S Apostolopoulos, ...
IEEE transactions on medical imaging 38 (8), 1858-1874, 2019
2052019
Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer’s disease
D Lu, K Popuri, GW Ding, R Balachandar, MF Beg, ...
Medical image analysis 46, 26-34, 2018
1622018
Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network
D Lu, M Heisler, S Lee, GW Ding, E Navajas, MV Sarunic, MF Beg
Medical image analysis 54, 100-110, 2019
1412019
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation
X Shi, D Wei, Y Zhang, D Lu, M Ning, J Chen, K Ma, Y Zheng
European Conference on Computer Vision, 151-168, 2022
772022
Noisy labels are treasure: mean-teacher-assisted confident learning for hepatic vessel segmentation
Z Xu, D Lu, Y Wang, J Luo, J Jayender, K Ma, Y Zheng, X Li
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
492021
Multi-Anchor Active Domain Adaptation for Semantic Segmentation
M Ning, D Lu, D Wei, C Bian, C Yuan, S Yu, K Ma, Y Zheng
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
472021
All-around real label supervision: Cyclic prototype consistency learning for semi-supervised medical image segmentation
Z Xu, Y Wang, D Lu, L Yu, J Yan, J Luo, K Ma, Y Zheng, RK Tong
IEEE Journal of Biomedical and Health Informatics 26 (7), 3174-3184, 2022
462022
Differential diagnosis of frontotemporal dementia, Alzheimer's disease, and Normal aging using a multi-scale multi-type feature generative adversarial deep neural network on …
D Ma, D Lu, K Popuri, L Wang, MF Beg, ...
Frontiers in neuroscience 14, 542264, 2020
462020
Quantitative assessment of field strength, total intracranial volume, sex, and age effects on the goodness of harmonization for volumetric analysis on the ADNI database
D Ma, K Popuri, M Bhalla, O Sangha, D Lu, J Cao, C Jacova, L Wang, ...
Human brain mapping 40 (5), 1507-1527, 2019
462019
Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network
D Lu, M Heisler, S Lee, G Ding, MV Sarunic, MF Beg
arXiv preprint arXiv:1710.04778, 2017
442017
Deep image clustering with category-style representation
J Zhao, D Lu, K Ma, Y Zhang, Y Zheng
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
432020
Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging
K Popuri, R Balachandar, K Alpert, D Lu, M Bhalla, IR Mackenzie, ...
NeuroImage: Clinical 18, 802-813, 2018
402018
Anti-interference from noisy labels: Mean-teacher-assisted confident learning for medical image segmentation
Z Xu, D Lu, J Luo, Y Wang, J Yan, K Ma, Y Zheng, RKY Tong
IEEE Transactions on Medical Imaging 41 (11), 3062-3073, 2022
352022
Brain-wide single neuron reconstruction reveals morphological diversity in molecularly defined striatal, thalamic, cortical and claustral neuron types
H Peng, P Xie, L Liu, X Kuang, Y Wang, L Qu, H Gong, S Jiang, A Li, ...
312020
Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
Z Xu, Y Wang, D Lu, X Luo, J Yan, Y Zheng, RK Tong
Medical Image Analysis 88, 102880, 2023
272023
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration
J Chen, D Lu, Y Zhang, D Wei, M Ning, X Shi, Z Xu, Y Zheng
International Conference on Medical Image Computing and Computer-Assisted …, 2022
262022
LF-UNet–A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images
D Ma, D Lu, S Chen, M Heisler, S Dabiri, S Lee, H Lee, GW Ding, ...
Computerized Medical Imaging and Graphics 94, 101988, 2021
232021
An Inclusive Task-Aware Framework for Radiology Report Generation
L Wang, M Ning, D Lu, D Wei, Y Zheng, J Chen
International Conference on Medical Image Computing and Computer-Assisted …, 2022
212022
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