Qinghua Zhou
Cited by
Cited by
Advances in multimodal data fusion in neuroimaging: overview, challenges, and novel orientation
YD Zhang, Z Dong, SH Wang, X Yu, X Yao, Q Zhou, H Hu, M Li, ...
Information Fusion 64, 149-187, 2020
Advances in data preprocessing for biomedical data fusion: an overview of the methods, challenges, and prospects
S Wang, ME Celebi, YD Zhang, X Yu, S Lu, X Yao, Q Zhou, MG Miguel, ...
Information Fusion 76, 376-421, 2021
ADVIAN: Alzheimer's disease VGG-inspired attention network based on convolutional block attention module and multiple way data augmentation
SH Wang, Q Zhou, M Yang, YD Zhang
Frontiers in Aging Neuroscience 13, 687456, 2021
A systematic survey of deep learning in breast cancer
X Yu, Q Zhou, S Wang, YD Zhang
International Journal of Intelligent Systems 37 (1), 152-216, 2022
SOSPCNN: Structurally optimized stochastic pooling convolutional neural network for tetralogy of fallot recognition
SH Wang, K Wu, T Chu, SL Fernandes, Q Zhou, YD Zhang, J Sun
Wireless Communications and Mobile Computing 2021, 1-17, 2021
Demystification of Few-shot and One-shot Learning
IY Tyukin, AN Gorban, MH Alkhudaydi, Q Zhou
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
Secondary pulmonary tuberculosis identification via pseudo-Zernike moment and deep stacked sparse autoencoder
SH Wang, SC Satapathy, Q Zhou, X Zhang, YD Zhang
Journal of Grid Computing 20, 1-16, 2022
Brain networks of maintenance, inhibition and disinhibition during working memory
C Kang, Y Li, D Novak, Y Zhang, Q Zhou, Y Hu
IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (7 …, 2020
WVALE: Weak variational autoencoder for localisation and enhancement of COVID-19 lung infections
Q Zhou, S Wang, X Zhang, YD Zhang
Computer Methods and Programs in Biomedicine 221, 106883, 2022
Ensemble learning with attention-based multiple instance pooling for classification of SPT
Q Zhou, X Zhang, YD Zhang
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (3), 1927-1931, 2021
Sensorineural hearing loss classification via deep-HLNet and few-shot learning
X Chen, Q Zhou, R Lan, SH Wang, YD Zhang, X Luo
Multimedia Tools and Applications 80, 2109-2122, 2021
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation
Q Zhou, AN Gorban, EM Mirkes, J Bac, A Zinovyev, IY Tyukin
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
Knowledge distillation for secondary pulmonary tuberculosis classification ensemble
Q Zhou, H Zhu, X Zhang, Y Zhang
Proceedings of the 14th IEEE/ACM International Conference on Utility and …, 2021
Multi-Slice Radiomic Analysis of Apparent Diffusion Coefficient Metrics Improves Evaluation of Brain Alterations in Neonates With Congenital Heart Diseases
M Zhu, D Zhao, Y Wang, Q Zhou, S Wang, X Mo, M Yang, Y Sun
Frontiers in neurology 11, 586518, 2020
MEEDNets: Medical Image Classification via Ensemble Bio-inspired Evolutionary DenseNets
H Zhu, W Wang, I Ulidowski, Q Zhou, S Wang, H Chen, Y Zhang
Knowledge-Based Systems 280, 111035, 2023
Multiple-instance ensemble for construction of deep heterogeneous committees for high-dimensional low-sample-size data
Q Zhou, S Wang, H Zhu, X Zhang, Y Zhang
Neural Networks 167, 380-399, 2023
Relative Intrinsic Dimensionality Is Intrinsic to Learning
OJ Sutton, Q Zhou, AN Gorban, IY Tyukin
International Conference on Artificial Neural Networks, 516-529, 2023
The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning
A Bastounis, AN Gorban, AC Hansen, DJ Higham, D Prokhorov, O Sutton, ...
International Conference on Artificial Neural Networks, 530-541, 2023
How adversarial attacks can disrupt seemingly stable accurate classifiers
OJ Sutton, Q Zhou, IY Tyukin, AN Gorban, A Bastounis, DJ Higham
arXiv preprint arXiv:2309.03665, 2023
Neuromorphic tuning of feature spaces to overcome the challenge of low-sample high-dimensional data
Q Zhou, OJ Sutton, YD Zhang, AN Gorban, VA Makarov, IY Tyukin
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
The system can't perform the operation now. Try again later.
Articles 1–20