Publications

Google Scholar: 1974 citations, h-index 20, i10-index 33 (snapshot 2026-06-15). PI homepage at ZJUT · Google Scholar

Featured papers

IEEE Transactions on Instrumentation and Measurement · 2026 student first author

Memory-augmented online test-time adaptation for EEG motor imagery via perturbation consistency and confidence calibration

Cross-subject EEG decoding that keeps adapting during use: a memory bank and perturbation consistency update the model on each new EEG segment in 40–60 ms, without the source data; +2.22% and +3.67% accuracy on two public datasets.

K Zhang, K Wu, Z Chen, H Hu, Q Zhou

bioRxiv · 2025

Suppressing cortical glutamatergic neurons produces paradoxical interictal discharges and seizures

Simultaneous widefield calcium imaging and ECoG in mouse cortex: silencing excitatory neurons paradoxically causes synchronous calcium transients, focal spikes and seizures — a direct link between microscopic and macroscopic activity.

S Wu#, Q Zhou#, J Ryu, G Li, A Iyer, B Gill, H Ma, H Fang, CA Schevon, TH Schwartz, JY Liou

EClinicalMedicine · 2025

Development and validation of an MRI spatiotemporal interaction model for early noninvasive prediction of neoadjuvant chemotherapy response in breast cancer

A Siamese network and a Transformer read MRI before and early in neoadjuvant chemotherapy to predict pathological complete response; 1,044 patients from 5 centres, external AUC 0.892–0.923.

W Tang, C Jin, Q Kong, C Liu, S Chen, S Ding, B Liu, Z Feng, Y Li, Y Dai, et al.

2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2025 student first author

A novel self-supervised contrastive learning framework for masked EEG motor imagery modeling

Masked self-supervised contrastive learning for motor-imagery EEG. Manifold-aware masking, domain alignment and multi-view spatiotemporal attention address missing data, channel misalignment and distribution shift.

K Zhang, Q Zhou, H Hu

Engineering Applications of Artificial Intelligence · 2025

RMFDNet: Redundant and missing feature decoupling network for salient object detection

Misaligned channels add redundant features; missing channels leave features empty. RMFDNet predicts both from the segmentation and repairs them separately.

Q Zhou, J Wang, J Li, C Zhou, H Hu, K Hu

Measurement Science and Technology · 2025 student first author

A high-precision DOA estimator for low-frequency signals using ultra-dense small-aperture microphone arrays

Direction finding of low-frequency sources with a 10 × 10 microphone array only 5 mm apart, far smaller than the wavelength: mean error 2.797° in noisy simulation.

K Zhang, H Tong, J Tao, B Li, Q Zhou

IEEE Transactions on Neural Networks and Learning Systems · 2022

Adaptively customizing activation functions for various layers

Each layer learns the shape of its own activation function from the network structure and the task, instead of one hand-picked function everywhere.

H Hu, A Liu, Q Guan, H Qian, X Li, S Chen, Q Zhou

Expert Systems with Applications · 2023

Non-binary IoU and progressive coupling and refining network for salient object detection

A non-binary IoU loss that gives correct gradients on soft, continuous regions such as object edges, where IoU and Dice disagree with what we see.

Q Zhou, C Zhou, Z Yang, Y Xu, Q Guan

Neurocomputing · 2022

Residual-recursive autoencoder for accelerated evolution in Savonius wind turbines optimization

Wind-turbine blade profiles are compressed into a latent space where a genetic algorithm searches; the same performance with 14% of the computation.

Q Zhou, B Li, P Tao, Z Xu, C Zhou, Y Wu, H Hu

Nature Communications · 2021

A machine and human reader study on AI diagnosis model safety under attacks of adversarial images

GAN-edited mammograms, with lesions inserted or removed, made AI models misdiagnose 69.1% of cases they had got right; five breast radiologists spotted 29%–71% of them.

Q Zhou, M Zuley, Y Guo, L Yang, B Nair, A Vargo, S Ghannam, D Arefan, et al.

Soft Computing · 2018

Innovative Savonius rotors evolved by genetic algorithm based on 2D-DCT encoding

A genetic algorithm on image-encoded blade sections grew two separate islands beside the main blade that add thrust; efficiency +13.77% and +21.11%.

Q Zhou, Z Xu, S Cheng, Y Huang, J Xiao

IEEE Transactions on Industrial Electronics · 2017

Microphone-based vibration sensor for UGS applications

A seismic sensor that turns ground vibration into sound inside a sealed chamber, using the battery as proof mass: half the weight and 58 times the sensitivity at 70 Hz of a moving-coil geophone.

Q Zhou, B Li, H Liu, S Chen, J Huang

Computers and Electrical Engineering · 2025 student first author

Multipath and noise resilient direction of arrival method for low-cost mechanical arm calibration

Undergraduate project: a low-cost microphone array estimates a robot arm's pose from the direction of sound, with 94.9% lower error than MUSIC in simulation.

H Chen, Q Zhou, H Hu, B Li

Publication list

# co-first author. Bold: Q Zhou.

• 2026
• DD-Net: A defect detection model for carbon fiber-reinforced thermoplastic prepreg surface
  J Hong, H Hu, H Zhang, K Song, Q Zhou. Measurement :120313, 2026. student first author 3 citations
• TiMoS-Net: a multi-temporal image and morphological spatial feature fusion network for predicting neoadjuvant chemotherapy response in breast cancer
  C Jin, S Chen, H Shen, W Tang, Y Chen, J Xiao, Y Guo, Q Zhou. Biomedical Signal Processing and Control 118:109665, 2026. student first author
• A self-guided few-shot semantic segmentation model based on query foreground-background similarity
  J Hong, H Hu, X Chen, K Ai, Q Zhou, X Zhang. Information Processing & Management 63(7):104772, 2026. student first author
• Memory-augmented online test-time adaptation for EEG motor imagery via perturbation consistency and confidence calibration
  K Zhang, K Wu, Z Chen, H Hu, Q Zhou. IEEE Transactions on Instrumentation and Measurement 75: 4015112, 2026. student first author
• 2025
• RMFDNet: Redundant and missing feature decoupling network for salient object detection
  Q Zhou, J Wang, J Li, C Zhou, H Hu, K Hu. Engineering Applications of Artificial Intelligence 139:109459, 2025. 9 citations
• Development and validation of an MRI spatiotemporal interaction model for early noninvasive prediction of neoadjuvant chemotherapy response in breast cancer
  W Tang, C Jin, Q Kong, C Liu, S Chen, S Ding, B Liu, Z Feng, Y Li, Y Dai, et al. EClinicalMedicine 85, 2025. Q Zhou co-corresponding; C Jin co-first author. 8 citations
• A high-precision DOA estimator for low-frequency signals using ultra-dense small-aperture microphone arrays
  K Zhang, H Tong, J Tao, B Li, Q Zhou. Measurement Science and Technology 36(1):016341, 2025. student first author 7 citations
• Pruning networks only using few-shot pre-training based on gradient similarity frequency
  H Hu, H Zhang, Q Zhou, T Chen. IEEE Transactions on Artificial Intelligence, 2025. 4 citations
• Prediction of tumor downstaging in locally advanced rectal cancer after neoadjuvant therapy
  P Zhu, J Jiang, J Dai, C Jin, H Guo, Q Guan, F Chen, Q Zhou, W Xiao. European Journal of Radiology :112553, 2025. 3 citations
• Ddconv: Dynamic dilated convolution
  H Hu, C Yu, Q Zhou, Q Guan, T Zhou. IEEE Transactions on Artificial Intelligence, 2025. 2 citations
• An anchor-free instance segmentation method for cells based on mask contour
  Q Chen, H Zhang, Q Zhou, Q Guan, H Hu. Applied Intelligence 55(2):111, 2025. 2 citations
• Multipath and noise resilient direction of arrival method for low-cost mechanical arm calibration
  H Chen, Q Zhou, H Hu, B Li. Computers and Electrical Engineering 123:110075, 2025. student first author 1 citations
• Suppressing cortical glutamatergic neurons produces paradoxical interictal discharges and seizures
  S Wu#, Q Zhou#, J Ryu, G Li, A Iyer, B Gill, H Ma, H Fang, CA Schevon, TH Schwartz, JY Liou. bioRxiv doi:10.1101/2025.10.02.676593, 2025. # co-first authors.
• A novel self-supervised contrastive learning framework for masked EEG motor imagery modeling
  K Zhang, Q Zhou, H Hu. 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1-5, 2025. student first author
• 2024
• Lsm-yolo: A compact and effective ROI detector for medical detection
  Z Yu, Q Guan, J Yang, Z Yang, Q Zhou, Y Chen, F Chen. International Conference on Neural Information Processing :30-44, 2024. 45 citations
• HDConv: Heterogeneous kernel-based dilated convolutions
  H Hu, C Yu, Q Zhou, Q Guan, H Feng. Neural Networks 179:106568, 2024. 17 citations
• Elucidating genetic and molecular basis of altered higher-order brain structure-function coupling in major depressive disorder
  H Long, Z Chen, X Xu, Q Zhou, Z Fang, M Lv, XH Yang, J Xiao, H Sun, et al. NeuroImage 297:120722, 2024. 13 citations
• IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images
  Q Guan, M Pan, F Chen, Z Yang, Z Yu, Q Zhou, H Hu. 2024 International Joint Conference on Neural Networks (IJCNN) :1-8, 2024. 3 citations
• DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation
  Y Yang, X Xu, H Hu, H Long, Q Zhou, Q Guan. arXiv preprint arXiv:2405.14444, 2024. 3 citations
• SGT: Self-guided transformer for few-shot semantic segmentation
  K Ai, H Hu, Q Zhou, Q Guan. ICASSP 2024 — IEEE International Conference on Acoustics, Speech and Signal Processing, 2024. 3 citations
• Cross-dimensional knowledge-guided synthesizer trained with unpaired multimodality MRIs
  B Zhou, Q Zhou, C Miao, Y Liu, Y Guo. Soft Computing 28(13):8393-8408, 2024. student first author 2 citations
• Rethinking domain generalization from the perspective of gradient granularity
  Y Zhou, H Hu, Q Zhou, Q Guan, M Jiang. ECAI 2024: 27th European Conference on Artificial Intelligence :19-24, 2024. 2 citations
• Advancing DOA Estimation with Ultra-dense Small-Aperture Acoustic Arrays
  K Zhang, K Wu, Q Zhou, J Tao, H Hu, X Li. International Conference on Neural Information Processing :136-150, 2024. student first author 1 citations
• Nystagmus Recognition System for Stroke Preliminary Screening Based on Hand-Held Device
  Y Chen, H Hu, Q Zhou, X Xu, Q Guan. International Conference on Neural Information Processing :105-119, 2024.
• TENet: A Text-Enhanced Network for Few-Shot Semantic Segmentation with Background-Aware Query Refinement
  J Hong, H Hu, H Zhang, Q Zhou, K Ai, X Zhang. , 2024. student first author
• 2023
• PPNet: Pyramid pooling based network for polyp segmentation
  K Hu, W Chen, YZ Sun, X Hu, Q Zhou, Z Zheng. Computers in Biology and Medicine 160:107028, 2023. 54 citations
• Plsnet: Position-aware GCN-based autism spectrum disorder diagnosis via FC learning and ROIs sifting
  Y Wang, H Long, Q Zhou, T Bo, J Zheng. Computers in Biology and Medicine 163:107184, 2023. 42 citations
• Non-binary IoU and progressive coupling and refining network for salient object detection
  Q Zhou, C Zhou, Z Yang, Y Xu, Q Guan. Expert Systems with Applications 230:120370, 2023. 6 citations
• Deep k-space partition-based convolutional networks for fast multimodal MRI reconstruction
  XX Li, WH Zheng, Q Zhou, H Hu, L Chen. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023. 3 citations
• Learning domain-invariant representations from text for domain generalization
  H Zhang, H Hu, Q Chen, Q Zhou, M Jiang. Chinese Conference on Pattern Recognition and Computer Vision (PRCV) :118-129, 2023. 3 citations
• Fast MRI reconstruction via boosting filter diversity of deep cascading networks
  WH Zheng, XX Li, H Hu, Q Zhou, Q Wang. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023. 2 citations
• SAMDConv: Spatially Adaptive Multi-scale Dilated Convolution
  H Hu, C Yu, Q Zhou, Q Guan, Q Chen. Chinese Conference on Pattern Recognition and Computer Vision (PRCV) :460-472, 2023. 1 citations
• Cti-unet: hybrid local features and global representations efficiently
  H Hu, Z Jin, Q Zhou, Q Guan, Q Chen. 2023 IEEE International Conference on Image Processing (ICIP) :735-739, 2023. 1 citations
• TDRConv: Exploring the Trade-off Between Feature Diversity and Redundancy for a Compact CNN Module
  H Hu, D Zhou, H Xu, Q Chen, Q Guan, Q Zhou. International Conference on Intelligent Computing :333-344, 2023. 1 citations
• GCN-based Autism Spectrum Disorder Diagnosis via Convolutional Restructuring Attention
  Y Wang, H Long, Q Zhou, Y Feng, J Zheng. Proceedings of the Annual Meeting of the Cognitive Science Society 45(45), 2023.
• 2022
• Generative adversarial networks in medical image augmentation: a review
  Y Chen, XH Yang, Z Wei, AA Heidari, N Zheng, Z Li, H Chen, H Hu, et al. Computers in Biology and Medicine 144:105382, 2022. 557 citations
• Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN
  Q Guan, Y Chen, Z Wei, AA Heidari, H Hu, XH Yang, J Zheng, Q Zhou, et al. Computers in Biology and Medicine 145:105444, 2022. 144 citations
• Colorectal polyp region extraction using saliency detection network with neutrosophic enhancement
  K Hu, L Zhao, S Feng, S Zhang, Q Zhou, X Gao, Y Guo. Computers in Biology and Medicine 147:105760, 2022. ESI Highly Cited Paper. 137 citations
• Deep co-supervision and attention fusion strategy for automatic COVID-19 lung infection segmentation on CT images
  H Hu, L Shen, Q Guan, X Li, Q Zhou, S Ruan. Pattern Recognition 124:108452, 2022. 40 citations
• Adaptively customizing activation functions for various layers
  H Hu, A Liu, Q Guan, H Qian, X Li, S Chen, Q Zhou. IEEE Transactions on Neural Networks and Learning Systems 34(9):6096-6107, 2022. 21 citations
• Identifying reliability-critical primary inputs of combinational circuits based on the model of gate-sensitive attributes
  J Xiao, W Chen, J Lou, J Jiang, Q Zhou. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022. 16 citations
• TaskDrop: A competitive baseline for continual learning of sentiment classification
  JP Mei, Y Zhen, Q Zhou, R Yan. Neural Networks 155:551-560, 2022. 9 citations
• Pancreatic image augmentation based on local region texture synthesis for tumor segmentation
  Z Wei, Y Chen, Q Guan, H Hu, Q Zhou, Z Li, X Xu, A Frangi, F Chen. International Conference on Artificial Neural Networks :419-431, 2022. 9 citations
• A channel-spatial hybrid attention mechanism using channel weight transfer strategy
  J Pan, H Hu, A Liu, Q Zhou, Q Guan. 2022 26th International Conference on Pattern Recognition (ICPR) :2524-2531, 2022. 8 citations
• Residual-recursive autoencoder for accelerated evolution in Savonius wind turbines optimization
  Q Zhou, B Li, P Tao, Z Xu, C Zhou, Y Wu, H Hu. Neurocomputing 500:909-920, 2022. 4 citations
• Accelerating deeply cascaded convolutional networks for MRI reconstruction via pixel-unshuffle caused feature squeezing
  ZJ Chen, T Xing, Q Zhou, H Hu, XX Li. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022. 3 citations
• Joint feature learning for cell segmentation based on multi-scale convolutional U-net
  Z Jin, H Hu, Q Zhou, Q Guan, X Li, Q Chen. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022. 3 citations
• Towards Interpretable Feature Representation for Domain Adaptation Problem
  Y Fang, ZJ Chen, Q Zhou, XX Li. 2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI), 2022.
• 2021
• A machine and human reader study on AI diagnosis model safety under attacks of adversarial images
  Q Zhou, M Zuley, Y Guo, L Yang, B Nair, A Vargo, S Ghannam, D Arefan, et al. Nature Communications 12(1):7281, 2021. 95 citations
• Deep-learning-enabled automatic optical inspection for module-level defects in LCD
  H Zhu, J Huang, H Liu, Q Zhou, J Zhu, B Li. IEEE Internet of Things Journal 9(2):1122-1135, 2021. 48 citations
• Whole Volume Apparent Diffusion Coefficient (ADC) Histogram as a Quantitative Imaging Biomarker to Differentiate Breast Lesions
  Y Guo, Q Kong, L Li, W Tang, W Zhang, G Ning, J Xue, Q Zhou, Y Liang, et al. BioMed Research International 2021(1):4970265, 2021. 19 citations
• An adaptive learning method of anchor shape priors for biological cells detection and segmentation
  H Hu, A Liu, Q Zhou, Q Guan, X Li, Q Chen. Computer Methods and Programs in Biomedicine 208:106260, 2021. 18 citations
• A multi-root solver for discontinuous and non-differentiable equations by integrating genetic algorithm and derivative-free iterative methods
  T Qiu, H Hu, R Chen, Q Zhou, Q Guan, X Li. Applied Soft Computing 109:107493, 2021. 6 citations
• Training deep neural networks for wireless sensor networks using loosely and weakly labeled images
  Q Zhou, Y Chen, B Li, X Li, C Zhou, J Huang, H Hu. Neurocomputing 427:64-73, 2021. 3 citations
• Unsupervised multimodal MR images synthesizer using knowledge from higher dimension
  Q Zhou, Y Liu, H Hu, Q Guan, Y Guo, F Zhang. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. 3 citations
• 2020
• Uniform non-Bernoulli sequences oriented locating method for reliability-critical gates
  J Xiao, Z Shi, W Zhu, J Jiang, Q Zhou, J Lou, Y Huang, Q Ji, Z Sun. Tsinghua Science and Technology 26(1):24-35, 2020. 12 citations
• Exploring optimal adaptive activation functions for various tasks
  A Liu, H Hu, T Qiu, Q Zhou, Q Guan, X Li. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020. 3 citations
• Residual-Recursion Autoencoder for Shape Illustration Images
  Q Zhou, P Tao, X Li, S Chen, F Zhang, H Hu. arXiv preprint arXiv:2002.02063, 2020. 1 citations
• 2019
• Mc-unet: Multi-scale convolution unet for bladder cancer cell segmentation in phase-contrast microscopy images
  H Hu, Y Zheng, Q Zhou, J Xiao, S Chen, Q Guan. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019. 61 citations
• Single-mode wild area surveillance sensor with ultra-low power design based on microphone array
  H Liu, J Shi, J Huang, Q Zhou, S Wei, B Li, X Yuan. IEEE Access 7:78976-78990, 2019. 15 citations
• Towards the automation of deep image prior
  Q Zhou, C Zhou, H Hu, Y Chen, S Chen, X Li. arXiv preprint arXiv:1911.07185, 2019. 8 citations
• A background-based data enhancement method for lymphoma segmentation in 3D PET images
  H Hu, C Du, Q Guan, Q Zhou, P Vera, S Ruan. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019. 4 citations
• Are your AI diagnosis models safe under attack of manipulated images?
  Q Zhou, G Yuan, L Yang, G Nebbia, S Wu. RSNA 2019 Scientific Assembly and Annual Meeting, Chicago oral presentation, 2019.
• 2018
• A crowdsource-based sensing system for monitoring fine-grained air quality in urban environments
  J Huang, N Duan, P Ji, C Ma, Y Ding, Y Yu, Q Zhou, W Sun. IEEE Internet of Things Journal 6(2):3240-3247, 2018. 88 citations
• An automatic tracking method for multiple cells based on multi-feature fusion
  H Hu, L Zhou, Q Guan, Q Zhou, S Chen. IEEE Access 6:69782-69793, 2018. 19 citations
• Innovative Savonius rotors evolved by genetic algorithm based on 2D-DCT encoding
  Q Zhou, Z Xu, S Cheng, Y Huang, J Xiao. Soft Computing 22(23):8001-8010, 2018. 18 citations
• A fast online multivariable identification method for greenhouse environment control problems
  H Hu, C Luo, Q Guan, X Li, S Chen, Q Zhou. Neurocomputing 312:63-73, 2018. 11 citations
• A robust real-time direction-of-arrival estimation method for sequential movement events of vehicles
  H Liu, B Li, X Yuan, Q Zhou, J Huang. Sensors 18(4):992, 2018. 11 citations
• 2017
• Microphone-based vibration sensor for UGS applications
  Q Zhou, B Li, H Liu, S Chen, J Huang. IEEE Transactions on Industrial Electronics 64(8):6565-6572, 2017. 22 citations
• 2015
• A robust feature extraction algorithm for the classification of acoustic targets in wild environments
  J Huang, S Xiao, Q Zhou, F Guo, X You, H Li, B Li. Circuits, Systems, and Signal Processing 34(7):2395-2406, 2015. 13 citations
• 2014
• Design of an acoustic target classification system based on small-aperture microphone array
  J Huang, X Zhang, F Guo, Q Zhou, H Liu, B Li. IEEE Transactions on Instrumentation and Measurement 64(7):2035-2043, 2014. 39 citations
• 2013
• An efficient clustering protocol for wireless sensor networks based on localized game theoretical approach
  D Xie, Q Sun, Q Zhou, Y Qiu, X Yuan. International Journal of Distributed Sensor Networks 9(8):476313, 2013. 59 citations
• A novel energy-efficient cluster formation strategy: From the perspective of cluster members
  D Xie, Q Zhou, X You, B Li, X Yuan. IEEE Communications Letters 17(11):2044-2047, 2013. 43 citations
• Seismic target classification using a wavelet packet manifold in unattended ground sensors systems
  J Huang, Q Zhou, X Zhang, E Song, B Li, X Yuan. Sensors 13(7):8534-8550, 2013. 43 citations
• A practical fundamental frequency extraction algorithm for motion parameters estimation of moving targets
  J Huang, X Zhang, Q Zhou, E Song, B Li. IEEE Transactions on Instrumentation and Measurement 63(2):267-276, 2013. 26 citations
• A quarter-car vehicle model based feature for wheeled and tracked vehicles classification
  Q Zhou, B Li, Z Kuang, D Xie, G Tong, L Hu, X Yuan. Journal of Sound and Vibration 332(26):7279-7289, 2013. 13 citations
• A chain-based data gathering protocol under compressive sensing framework for wireless sensor networks
  D Xie, Q Zhou, J Liu, B Li, X Yuan. 2013 International Conference on Computational and Information Sciences, 2013. 8 citations
• Target classification using pyroelectric infrared sensors in unattended wild ground environment
  D Xie, H Liu, B Li, Q Zhou, X Yuan. International Journal on Smart Sensing and Intelligent Systems 6(5):2119-2135, 2013. 6 citations
• A distributed energy-efficient clustering algorithm based on weighted probability for wireless sensor networks
  D Xie, Q Sun, Q Zhou, Y Qiu, X Yuan. International Journal of Future Generation Communication and Networking 6(4), 2013. 1 citations
• A Feature Extraction Method for Wheeled and Tracked Vehicle Classification Based on Geologic Model
  Q Zhou, B Li, D Xie, Z Kuang, X Yuan. 2013 International Conference on Computational and Information Sciences, 2013.
• 2012
• A seismic-based feature extraction algorithm for robust ground target classification
  Q Zhou, G Tong, D Xie, B Li, X Yuan. IEEE Signal Processing Letters 19(10):639-642, 2012. 33 citations
• A practicable method for ferromagnetic object moving direction identification
  Q Zhou, G Tong, B Li, X Yuan. IEEE Transactions on Magnetics 48(8):2340-2345, 2012. 33 citations
• 1451
• DuEDL: Dual-Branch Evidential Deep Learning for Weakly Supervised Medical Image Segmentation via Scribble Annotations
  X Xu, Y Yang, H Hu, Q Zhou, H Long, Q Guan. SSRN preprint 495, 1451.

Granted invention patents

First inventor: Qianwei Zhou. English titles are translations.