成果/Result
- Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers被引量：183收藏
- 作者：Chen, Lan-lan Zhao, Yu Ye, Peng-fei Zhang, Jian Zou, Jun-zhong
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2017
- 关键词：Driving stress Physiological signals Multimodal feature extraction Feature selection Kernel-based classifiers
- Automatic detection of alertness/drowsiness from physiological signals using wavelet-based nonlinear features and machine learning被引量：127收藏
- 作者：Chen, Lan-lan Zhao, Yu Zhang, Jian Zou, Jun-zhong
- 机构：E China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2015
- 关键词：Drowsiness detection Electroencephalogram (EEG) Eyelid movements Wavelet decomposition Nonlinear features Extreme learning machine (ELM)
- Automatic epileptic EEG detection using convolutional neural network with improvements in time-domain被引量：117收藏
- 作者：Wei, Zuochen Zou, Junzhong Zhang, Jian Xu, Jianqiang
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2019
- 关键词：Electroencephalography Time-series Convolutional neural network Wasserstein Generative Adversarial Nets Merger of the increasing and decreasing sequences
- A framework on wavelet-based nonlinear features and extreme learning machine for epileptic seizure detection被引量：76收藏
- 作者：Chen, Lan-Lan Zhang, Jian Zou, Jun-Zhong Zhao, Chen-Jie Wang, Gui-Song
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2014
- 关键词：Seizure detection Wavelet decomposition Approximate entropy (ApEn) Sample entropy (SampEn) Recurrence quantification analysis (RQA) Extreme learning machine (ELM) Support vector machine (SVM)
- Automatic Pancreatic Ductal Adenocarcinoma Detection in Whole Slide Images Using Deep Convolutional Neural Networks被引量：45收藏
- 作者：Fu, Hao Mi, Weiming Pan, Boju Guo, Yucheng Li, Junjie Xu, Rongyan Zheng, Jie Zou, Chunli Zhang, Tao Liang, Zhiyong Zou, Junzhong Zou, Hao
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Peking Union Med Coll & Chinese Acad Med Sci;Tsimage Med Technol;Tsinghua Univ Shenzhen
- 来源：FRONTIERS IN ONCOLOGY 2021
- 关键词：pancreatic ductal adenocarcinoma (PDAC) histology deep learning convolutional neural network whole-slide image analysis
- Feature extraction and recognition of epileptiform activity in EEG by combining PCA with ApEn被引量：38收藏
- 作者：Wang, Chunmei Zou, Junzhong Zhang, Jian Wang, Min Wang, Rubin
- 机构：E China Univ Sci & Technol;Shanghai Normal Univ
- 来源：COGNITIVE NEURODYNAMICS 2010
- 关键词：EEG Principal component analysis Factor analysis Epileptiform activity Discrete wavelet transform Approximate entropy
- Automatic epileptic EEG classification based on differential entropy and attention model被引量：34收藏
- 作者：Zhang, Jian Wei, Zuochen Zou, Junzhong Fu, Hao
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2020
- 关键词：Electroencephalography Epilepsy Differential entropy Attention mechanism
- Currency co-movement and network correlation structure of foreign exchange market被引量：27收藏
- 作者：Mai, Yong Chen, Huan Zou, Jun-Zhong Li, Sai-Ping
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Acad Sinica
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2018
- 关键词：Exchange rate Complex network Currency Co-movement
- A Comparison Study on Multidomain EEG Features for Sleep Stage Classification被引量：23收藏
- 作者：Zhang, Yu Wang, Bei Jing, Jin Zhang, Jian Zou, Junzhong Nakamura, Masatoshi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Inst Adv Res & Educ
- 来源：COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2017
- 关键词：Time domain analysis - Sleep research - Nonlinear analysis - Biomedical signal processing - Feature extraction - Patient treatment - Extraction - Frequency domain analysis
- Automatic detection of interictal epileptiform discharges based on time-series sequence merging method被引量：22收藏
- 作者：Zhang, Jian Zou, Junzhong Wang, Min Chen, Lanlan Wang, Chunmei Wang, Guisong
- 机构：E China Univ Sci & Technol;Shanghai Normal Univ;Shanghai Jiao Tong Univ
- 来源：NEUROCOMPUTING 2013
- 关键词：Merger of increasing and decreasing sequences (MIDS) Epileptic EEG Automatic detection Support vector machine
- Performance evaluation for epileptic electroencephalogram (EEG) detection by using Neyman-Pearson criteria and a support vector machine被引量：17收藏
- 作者：Wang Chun-mei Zhang Chong-ming Zou Jun-zhong Zhang Jian
- 机构：Shanghai Normal Univ;E China Univ Sci & Technol
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2012
- 关键词：EEG Epileptic EEG Discrete wavelet transform Approximate entropy Support vector machine (SVM) Neyman-Pearson criteria
- Intelligent Emotion Detection Method Based on Deep Learning in Medical and Health Data被引量：15收藏
- 作者：Xu, Jianqiang Hu, Zhujiao Zou, Junzhong Bi, Anqi
- 机构：East China Univ Sci & Technol;Fudan Univ;Changshu Inst Technol
- 来源：IEEE ACCESS 2020
- 关键词：Emotion detection model multi-channel convolutional aotoencoder (MCAE) medical health deep learning emotional text features intelligent data analysis
- Automatic recognition of epileptic discharges based on shape similarity in time-domain被引量：7收藏
- 作者：Wei, Zuo-Chen Zou, Jun-Zhong Zhang, Jian Chen, Lan-Lan
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2017
- 关键词：Automatic recognition Epileptic EEG Template matching Modified Hausdorff distance Shape similarity
- A new quantitative evaluation method of spiral drawing for patients with Parkinson's disease based on a polar coordinate system with varying origin被引量：7收藏
- 作者：Wang, Min Wang, Bei Zou, Junzhong Nakamura, Masatoshi
- 机构：ECUST;Saga Univ
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2012
- 关键词：Patients with Parkinson's disease Hand movement in spiral drawing experiment Polar coordinate system with varying origin Deep brain stimulation Feature extraction Quantitative evaluation
- Integrated Design and Evaluation System for the Effect of Rest Breaks in Sustained Mental Work Based on Neuro-physiological Signals被引量：6收藏
- 作者：Chen, Lanlan Sugi, Takenao Shirakawa, Shuichiro Zou, Junzhong Nakamura, Masatoshi
- 机构：E China Univ Sci & Technol;Saga Univ;Natl Ctr Neurol & Psychiat
- 来源：INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS 2010
- 关键词：Individual difference integrated design and evaluation system neurological characteristics rest breaks sustained mental work
- Automatic recognition of chewing noises in epileptic EEG based on period segmentation被引量：5收藏
- 作者：Wei, Zuochen Zou, Junzhong Zhang, Jian
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2016
- 关键词：Automatic recognition Epileptic EEG Period segmentation Superimposed wave Chewing noise
- Abdominal multi-organ segmentation in Multi-sequence MRIs based on visual attention guided network and knowledge distillation被引量：4收藏
- 作者：Fu, Hao Zhang, Jian Li, Bin Chen, Lanlan Zou, Junzhong Zhang, ZhuiYang Zou, Hao
- 机构：East China Univ Sci & Technol;Jiangnan Univ;Tsinghua Univ Shenzhen
- 来源：PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS 2024
- 关键词：Abdominal multi-organ segmentation Unpaired multi-sequence learning Knowledge distillation VAG-net
- Personalized federated learning for abdominal multi-organ segmentation based on frequency domain aggregation被引量：3收藏
- 作者：Fu, Hao Zhang, Jian Chen, Lanlan Zou, Junzhong
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS 2025
- 关键词：abdominal multi-organ segmentation federated learning medical image personalized federated learning
