Laishuan Wang

19 papers C 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
MABNSleepNet: A multi-view self-attention architecture based on brain network for neonatal sleep staging.
Biomed. Signal Process. Control.
Ligang Zhou, Yan Xu, Yalin Wang, Xiaoyu Chen, Laishuan Wang, Wei Chen, Chen Chen
2026 J jnl
Multidomain Selective Feature Fusion and Stacking Based Ensemble Framework for EEG-Based Neonatal Sleep Stratification.
IEEE J. Biomed. Health Informatics
Muhammad Irfan, Laishuan Wang, Husnain Shahid, Yan Xu, Abdulhamit Subasi, Adnan Munawar, Noman Mustafa, Chen Chen, Tomi Westerlund, Wei Chen
2025 J jnl
A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model.
IEEE Trans. Biomed. Eng.
Muhammad Irfan, Abdulhamit Subasi, Zhenning Tang, Laishuan Wang, Yan Xu, Chen Chen, Tomi Westerlund, Wei Chen
2025 J jnl
EEG electrode setup optimization using feature extraction techniques for neonatal sleep state classification.
Frontiers Comput. Neurosci.
Hafza Ayesha Siddiqa, Muhammad Farrukh Qureshi, Arsalan Khurshid, Yan Xu, Laishuan Wang, Saadullah Farooq Abbasi, Chen Chen, Wei Chen
2025 J jnl
Smart IoT-Based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multiview Fusion, and Rotational Ensemble Stacking.
IEEE Internet Things J.
Muhammad Irfan, Laishuan Wang, Yan Xu, Abdulhamit Subasi, Chen Chen, Riku Klén, Tomi Westerlund, Wei Chen
2024 — conf
A Hybrid Neonatal Sleep Staging Method based on Convolutional Neural Networks and Graph Neural Networks.
ICBET
Ligang Zhou, Xia Hu, Zheng Zeng, Laishuan Wang, Yan Xu, Chen Chen, Wei Chen
2024 J jnl
A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks.
Int. J. Neural Syst.
Hangyu Zhu, Yan Xu, Yonglin Wu, Ning Shen, Laishuan Wang, Chen Chen, Wei Chen
2024 J jnl
An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification.
IEEE Access
Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahli, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
2024 J jnl
MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups.
Expert Syst. Appl.
Hangyu Zhu, Yao Guo, Yonglin Wu, Yiyuan Zhang, Ning Shen, Yan Xu, Laishuan Wang, Chen Chen, Wei Chen
2024 J jnl
Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging.
IEEE Access
Hafza Ayesha Siddiqa, Zhenning Tang, Yan Xu, Laishuan Wang, Muhammad Irfan, Saadullah Farooq Abbasi, Anum Nawaz, Chen Chen, Wei Chen
2021 J jnl
A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video.
IEEE J. Biomed. Health Informatics
Muhammad Awais, Xi Long, Bin Yin, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Chunmei Lu, Xinhua Wang, Laishuan Wang, Jiong Zhang, Jeroen Dudink, Wei Chen
2021 J jnl
A digitized approach for amplitude-integrated electroencephalogram transformation towards a standardized procedure.
Biomed. Signal Process. Control.
Chen Chen, Yan Xu, Zeyu Wang, Chenglu Sun, Xian Zhao, Jiahao Fan, Hendrik Niemarkt, Peter Andriessen, Laishuan Wang, Wei Chen
2020 J jnl
Design of an Integrated Wearable Multi-Sensor Platform Based on Flexible Materials for Neonatal Monitoring.
IEEE Access
Hongyu Chen, Wei Chen, Shenjie Bao, Chunmei Lu, Laishuan Wang, Jianhua Ma, Peng Wang, Hongbin Lu, Feng Shu, Sidarto Bambang Oetomo
2020 J jnl
EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network.
IEEE Access
Saadullah Farooq Abbasi, Jawad Ahmad, Ahsen Tahir, Muhammad Awais, Chen Chen, Muhammad Irfan, Hafza Ayesha Siddiqa, Abu Bakar Waqas, Xi Long, Bin Yin, Saeed Akbarzadeh, Chunmei Lu, Laishuan Wang, Wei Chen
2020 — conf
Non-Contact Heart Rate Monitoring in Neonatal Intensive Care Unit using RGB Camera.
EMBC
Qiong Chen, Xinyu Jiang, Xiangyu Liu, Chunmei Lu, Laishuan Wang, Wei Chen
2020 J jnl
Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition.
IEEE Access
Muhammad Awais, Chen Chen, Xi Long, Bin Yin, Anum Nawaz, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Linkai Tao, Chunmei Lu, Laishuan Wang, Ronald M. Aarts, Wei Chen
2019 — conf
An Investigation into Audio Features and DTW Algorithms for Infant Cry Classification.
ICBBE
Xilin Yu, Laishuan Wang, Xian Zhao, Chunmei Lu, Xi Long, Wei Chen
2019 — conf
Evaluation of the Effects of Mozart Music on Cerebral Hemodynamics in Preterm Infants.
BioCAS
Haoran Ren, Xinyu Jiang, Ke Xu, Liangyan Zou, Laishuan Wang, Chunmei Lu, Xiangyu Liu, Wei Chen
2017 C conf
A wearable sensor system for neonatal seizure monitoring.
BSN
Hongyu Chen, Xiao Gu, Zhenning Mei, Ke Xu, Kai Yan, Chunmei Lu, Laishuan Wang, Feng Shu, Qixin Xu, Sidarto Bambang Oetomo, Wei Chen