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Kelei He
Kelei He
Verified email at nju.edu.cn - Homepage
Title
Cited by
Cited by
Year
Review of artificial intelligence techniques in imaging data acquisition, segmentation and diagnosis for covid-19
F Shi#, J Wang#, J Shi#, Z Wu, Q Wang, Z Tang, K He, Y Shi, D Shen*
IEEE Reviews in Biomedical Engineering, 2020
14212020
Transformers in medical image analysis
K He, C Gan, Z Li, I Rekik, Z Yin, W Ji, Y Gao, Q Wang, J Zhang, D Shen
Intelligent Medicine 3 (01), 59-78, 2023
1732023
Weakly supervised segmentation of COVID19 infection with scribble annotation on CT images
X Liu*, Q Yuan, Y Gao, K He, S Wang, X Tang, J Tang, D Shen*
Pattern recognition 122, 108341, 2022
1162022
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images
K He#, W Zhao#, X Xie, W Ji, M Liu, Z Tang, Y Shi, F Shi, Y Gao, J Liu*, ...
Pattern Recognition 113, 107828, 2021
1002021
Pelvic organ segmentation using distinctive curve guided fully convolutional networks
K He, X Cao, Y Shi, D Nie, Y Gao*, D Shen*
IEEE Transactions on Medical Imaging 38 (2), 585-595, 2018
942018
CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation
S Wang#, K He#, D Nie, S Zhou, Y Gao, D Shen*
Medical Image Analysis 54, 168-178, 2019
882019
HF-UNet: learning hierarchically inter-task relevance in multi-task U-net for accurate prostate segmentation in CT images
K He, C Lian, B Zhang, X Zhang, X Cao, D Nie, Y Gao, J Zhang*, D Shen*
IEEE Transactions on Medical Imaging 40 (8), 2118-2128, 2021
572021
Deep learning-based classification and voxel-based visualization of frontotemporal dementia and Alzheimer’s disease
J Hu#, Z Qing#, R Liu, X Zhang, P Lv, M Wang, Y Wang, K He*, Y Gao, ...
Frontiers in Neuroscience 14, 2020
482020
Cascaded multitask 3-D fully convolutional networks for pancreas segmentation
J Xue, K He, D Nie, E Adeli, Z Shi, SW Lee, Y Zheng, X Liu, D Li, D Shen
IEEE Transactions on Cybernetics 51 (4), 2153-2165, 2019
442019
Cross-level feature aggregation network for polyp segmentation
T Zhou, Y Zhou, K He, C Gong, J Yang, H Fu, D Shen
Pattern Recognition 140, 109555, 2023
392023
Calcium scoring at coronary CT angiography using deep learning
D Mu, J Bai, W Chen, H Yu, J Liang, K Yin, H Li, Z Qing, K He, HY Yang, ...
Radiology 302 (2), 309-316, 2022
292022
Automatic data augmentation via deep reinforcement learning for effective kidney tumor segmentation
T Qin, Z Wang, K He, Y Shi, Y Gao, D Shen
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
262020
Evaluation of PET/MRI for tumor volume delineation for head and neck cancer
K Wang, BT Mullins, AD Falchook, J Lian, K He, D Shen, M Dance, W Lin, ...
Frontiers in Oncology 7, 8, 2017
252017
MetricUNet: Synergistic image-and voxel-level learning for precise prostate segmentation via online sampling
K He, C Lian, E Adeli, J Huo, Y Gao, B Zhang, J Zhang*, D Shen*
Medical image analysis 71, 102039, 2021
242021
Deep learning–based tumour segmentation and total metabolic tumour volume prediction in the prognosis of diffuse large B-cell lymphoma patients in 3D FDG-PET images
C Jiang#, K Chen#, Y Teng, C Ding, Z Zhou, Y Gao, J Wu, J He*, K He*, ...
European Radiology, 1-12, 2022
142022
Classification of Neurofibromatosis‐related Dystrophic or Nondystrophic Scoliosis Based on Image‐Features using Bilateral CNN
Z He, Y Wang, X Qin, R Yin, Y Qiu, K He*, Z Zhu*
Medical Physics, 2021
132021
Multi-scale transformer network with edge-aware pre-training for cross-modality MR image synthesis
Y Li, T Zhou, K He, Y Zhou, D Shen
IEEE Transactions on Medical Imaging, 2023
72023
Midcn: A multiple instance deep convolutional network for image classification
K He, J Huo, Y Shi, Y Gao, D Shen
PRICAI 2019: Trends in Artificial Intelligence: 16th Pacific Rim …, 2019
72019
一种基于原型学习的多示例卷积神经网络
何克磊, 史颖欢, 高阳, 霍静, 汪栋, 张缨
计算机学报 40 (6), 1265-1274, 2017
72017
Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation
K He, W Ji, T Zhou, Z Li, J Huo, X Zhang, Y Gao, D Shen, B Zhang*, ...
arXiv preprint arXiv:2105.07715, 2021
62021
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