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2025	Machine learning-based prediction of preterm birth risk using methylation changes in neonatal cord blood CpG sites BMC Pregnancy and Childbirth Yuxin Feng, Ying Ni, Wenkai Wang, Fen Guo, Liyu Wang, Fan Zhu, Luyao Zhang, Ying Feng
2025	Lecture Notes in Computer Science Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Jesús-Arnulfo Barradas-Palmeros
2024	Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data Entropy Yan Niu, Jie Xiang, Kai Gao, Jinglong Wu, Jie Sun, Bin Wang, Runan Ding, Mingliang Dou, Xin Wen, Xiaohong Cui, Mengni Zhou
2023	EEG-Based Emotion Recognition for Hearing Impaired and Normal Individuals With Residual Feature Pyramids Network Based on Time–Frequency–Spatial Features IEEE Transactions on Instrumentation and Measurement Fazheng Hou, Junjie Liu, Zhongli Bai, Zhiyi Yang, Jiayin Liu, Qiang Gao, Yu Song
2023	Epileptic Activity Detection using Mean Value, RMS, Sample Entropy, and Permutation Entropy Methods The Journal of Cognitive Systems Ceren CANYURT, Reyhan ZENGİN
2022	Entropy-Based Emotion Recognition from Multichannel EEG Signals Using Artificial Neural Network Computational Intelligence and Neuroscience Si Thu Aung, Mehedi Hassan, Mark Brady, Zubaer Ibna Mannan, Sami Azam, Asif Karim, Sadika Zaman, Yodchanan Wongsawat
2022	Commentary: Interictal High Gamma Oscillation Regularity as a Marker for Presurgical Epileptogenic Zone Localization Operative Neurosurgery Panagiotis Kerezoudis, Vasileios Kokkinos
2022	Seizure Prediction Based on Transformer Using Scalp Electroencephalogram Applied Sciences Jianzhuo Yan, Jinnan Li, Hongxia Xu, Yongchuan Yu, Tianyu Xu
2022	The performance evaluation of the state-of-the-art EEG-based seizure prediction models Frontiers in Neurology Zhe Ren, Xiong Han, Bin Wang
2022	Coarse-graining and the Haar wavelet transform for multiscale analysis Bioelectronic Medicine William J. Bosl, Tobias Loddenkemper, Solveig Vieluf
2021	Variational Embedding Multiscale Sample Entropy: A Tool for Complexity Analysis of Multichannel Systems Entropy Hongjian Xiao, Danilo P. Mandic