Laishuan Wang

According to our database, Laishuan Wang authored at least 19 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Multidomain Selective Feature Fusion and Stacking Based Ensemble Framework for EEG-Based Neonatal Sleep Stratification.

Muhammad Irfan, Laishuan Wang, Husnain Shahid, Yan Xu, Abdulhamit Subasi, Adnan Munawar, Noman Mustafa, Chen Chen, Tomi Westerlund, Wei Chen

IEEE J. Biomed. Health Informatics, April, 2026

MABNSleepNet: A multi-view self-attention architecture based on brain network for neonatal sleep staging.

Ligang Zhou, Yan Xu, Yalin Wang, Xiaoyu Chen, Laishuan Wang, Wei Chen, Chen Chen

Biomed. Signal Process. Control., 2026

2025

A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model.

Muhammad Irfan, Abdulhamit Subasi, Zhenning Tang, Laishuan Wang, Yan Xu, Chen Chen, Tomi Westerlund, Wei Chen

IEEE Trans. Biomed. Eng., September, 2025

Smart IoT-Based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multiview Fusion, and Rotational Ensemble Stacking.

Muhammad Irfan, Laishuan Wang, Yan Xu, Abdulhamit Subasi, Chen Chen, Riku Klén, Tomi Westerlund, Wei Chen

IEEE Internet Things J., 2025

EEG electrode setup optimization using feature extraction techniques for neonatal sleep state classification.

Hafza Ayesha Siddiqa, Muhammad Farrukh Qureshi, Arsalan Khurshid, Yan Xu, Laishuan Wang, Saadullah Farooq Abbasi, Chen Chen, Wei Chen

Frontiers Comput. Neurosci., 2025

2024

A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks.

Hangyu Zhu, Yan Xu, Yonglin Wu, Ning Shen, Laishuan Wang, Chen Chen, Wei Chen

Int. J. Neural Syst., March, 2024

MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups.

Hangyu Zhu, Yao Guo, Yonglin Wu, Yiyuan Zhang, Ning Shen, Yan Xu, Laishuan Wang, Chen Chen, Wei Chen

Expert Syst. Appl., 2024

Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging.

Hafza Ayesha Siddiqa, Zhenning Tang, Yan Xu, Laishuan Wang, Muhammad Irfan, Saadullah Farooq Abbasi, Anum Nawaz, Chen Chen, Wei Chen

IEEE Access, 2024

An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification.

Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahli, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen

IEEE Access, 2024

A Hybrid Neonatal Sleep Staging Method based on Convolutional Neural Networks and Graph Neural Networks.

Ligang Zhou, Xia Hu, Zheng Zeng, Laishuan Wang, Yan Xu, Chen Chen, Wei Chen

Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 2024

2021

A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video.

Muhammad Awais, Xi Long, Bin Yin, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Chunmei Lu, Xinhua Wang, Laishuan Wang, Jiong Zhang, Jeroen Dudink, Wei Chen

IEEE J. Biomed. Health Informatics, 2021

A digitized approach for amplitude-integrated electroencephalogram transformation towards a standardized procedure.

Chen Chen, Yan Xu, Zeyu Wang, Chenglu Sun, Xian Zhao, Jiahao Fan, Hendrik Niemarkt, Peter Andriessen, Laishuan Wang, Wei Chen

Biomed. Signal Process. Control., 2021

2020

Design of an Integrated Wearable Multi-Sensor Platform Based on Flexible Materials for Neonatal Monitoring.

Hongyu Chen, Wei Chen, Shenjie Bao, Chunmei Lu, Laishuan Wang, Jianhua Ma, Peng Wang, Hongbin Lu, Feng Shu, Sidarto Bambang Oetomo

IEEE Access, 2020

Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition.

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

IEEE Access, 2020

EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network.

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

IEEE Access, 2020

Non-Contact Heart Rate Monitoring in Neonatal Intensive Care Unit using RGB Camera.

Qiong Chen, Xinyu Jiang, Xiangyu Liu, Chunmei Lu, Laishuan Wang, Wei Chen

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

An Investigation into Audio Features and DTW Algorithms for Infant Cry Classification.

Xilin Yu, Laishuan Wang, Xian Zhao, Chunmei Lu, Xi Long, Wei Chen

Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019

Evaluation of the Effects of Mozart Music on Cerebral Hemodynamics in Preterm Infants.

Haoran Ren, Xinyu Jiang, Ke Xu, Liangyan Zou, Laishuan Wang, Chunmei Lu, Xiangyu Liu, Wei Chen

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2017

A wearable sensor system for neonatal seizure monitoring.

Hongyu Chen, Xiao Gu, Zhenning Mei, Ke Xu, Kai Yan, Chunmei Lu, Laishuan Wang, Feng Shu, Qixin Xu, Sidarto Bambang Oetomo, Wei Chen

Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017