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Zhenyuan Ning
Zhenyuan Ning
School of Biomedical Engineering, Southern Medical University
在 i.smu.edu.cn 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Deep learning of lumbar spine X-ray for osteopenia and osteoporosis screening: a multicenter retrospective cohort study
B Zhang#, K Yu#, Z Ning#, K Wang, Y Dong, X Liu, S Liu, J Wang, C Zhu, ...
Bone 140, 115561, 2020
1042020
Pattern classification for gastrointestinal stromal tumors by integration of radiomics and deep convolutional features
Z Ning, J Luo, Y Li, S Han, Q Feng, Y Xu, W Chen, T Chen, Y Zhang
IEEE Journal of Biomedical and Health Informatics 23 (3), 1181-1191, 2018
982018
SMU-Net: Saliency-guided morphology-aware U-Net for breast lesion segmentation in ultrasound image
Z Ning, S Zhong, Q Feng, W Chen, Y Zhang
IEEE Transactions on Medical Imaging 41 (2), 476-490, 2021
952021
Development and validation of a radiomics signature for clinically significant portal hypertension in cirrhosis (CHESS1701): a prospective multicenter study
F Liu#, Z Ning#, Y Liu#, D Liu#, J Tian, H Luo, W An, Y Huang, J Zou, ...
EBioMedicine 36, 151-158, 2018
812018
Radiomics nomogram for predicting the malignant potential of gastrointestinal stromal tumours preoperatively
T Chen#, Z Ning#, L Xu, X Feng, S Han, HR Roth, W Xiong, X Zhao, Y Hu, ...
European Radiology 29 (3), 1074-1082, 2019
662019
Relation-induced multi-modal shared representation learning for Alzheimer’s disease diagnosis
Z Ning, Q Xiao, Q Feng, W Chen, Y Zhang
IEEE Transactions on Medical Imaging 40 (6), 1632-1645, 2021
542021
Deep convolutional neural network-aided detection of portal hypertension in patients with cirrhosis
Y Liu#, Z Ning#, N Örmeci#, W An, Q Yu, K Han, Y Huang, D Liu, F Liu, ...
Clinical Gastroenterology and Hepatology 18 (13), 2998-3007. e5, 2020
402020
Integrative analysis of cross-modal features for the prognosis prediction of clear cell renal cell carcinoma
Z Ning, W Pan, Y Chen, Q Xiao, X Zhang, J Luo, J Wang, Y Zhang
Bioinformatics 36 (9), 2888-2895, 2020
362020
Bag of deep features for preoperative prediction of sentinel lymph node metastasis in breast cancer
J Luo, Z Ning, S Zhang, Q Feng, Y Zhang
Physics in Medicine & Biology 63 (24), 245014, 2018
362018
Breast ultrasound image segmentation: A coarse‐to‐fine fusion convolutional neural network
K Wang, S Liang, S Zhong, Q Feng, Z Ning*, Y Zhang*
Medical Physics 48 (8), 4262-4278, 2021
342021
Multi-modal magnetic resonance imaging-based grading analysis for gliomas by integrating radiomics and deep features
Z Ning, J Luo, Q Xiao, L Cai, Y Chen, X Yu, J Wang, Y Zhang
Annals of Translational Medicine 9 (4), 2021
302021
DIKA-Nets: Domain-invariant knowledge-guided attention networks for brain skull stripping of early developing macaques
T Zhong, F Zhao, Y Pei, Z Ning, L Liao, Z Wu, Y Niu, L Wang, D Shen, ...
NeuroImage 227, 117649, 2021
262021
Multi-scale gradational-order fusion framework for breast lesions classification using ultrasound images
Z Ning, C Tu, Q Xiao, J Luo, Y Zhang
International Conference on Medical Image Computing and Computer-Assisted …, 2020
162020
Relation-aware shared representation learning for cancer prognosis analysis with auxiliary clinical variables and incomplete multi-modality data
Z Ning, D Du, C Tu, Q Feng, Y Zhang
IEEE Transactions on Medical Imaging 41 (1), 186-198, 2021
142021
Dual-curriculum contrastive multi-instance learning for cancer prognosis analysis with whole slide images
C Tu, Y Zhang, Z Ning*
Advances in Neural Information Processing Systems, 2022
132022
Multi-constraint latent representation learning for prognosis analysis using multi-modal data
Z Ning, Z Lin, Q Xiao, D Du, Q Feng, W Chen, Y Zhang
IEEE Transactions on Neural Networks and Learning Systems, 2021
122021
Joint neuroimage synthesis and representation learning for conversion prediction of subjective cognitive decline
Y Liu, Y Pan, W Yang, Z Ning, L Yue, M Liu, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2020
122020
CF2-Net: Coarse-to-fine fusion convolutional network for breast ultrasound image segmentation
Z Ning, K Wang, S Zhong, Q Feng, Y Zhang
arXiv preprint arXiv:2003.10144, 2020
122020
Deep cross-view co-regularized representation learning for glioma subtype identification
Z Ning, C Tu, X Di, Q Feng, Y Zhang
Medical Image Analysis 73, 102160, 2021
112021
LDGAN: Longitudinal-diagnostic generative adversarial network for disease progression prediction with missing structural MRI
Z Ning, Y Zhang, Y Pan, T Zhong, M Liu, D Shen
International Workshop on Machine Learning in Medical Imaging, 170-179, 2020
72020
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