In this issue, vol. 26, issue 8, August 2022, 13 papers are published related to the topic Sensor Informatics. Please click here to view them, with link in IEEE XPLORE.
DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography
Kim, Dong-Kyu; Kim, Young-Tak; Kim, Hakseung; Kim, Dong-Joo
Multi-Dimensional Feature Combination Method for Continuous Blood Pressure Measurement Based on Wrist PPG Sensor
Yao, Pan; Xue, Ning; Yin, Siyuan; You, Changhua; Guo, Yusen; Shi, Yi; Liu, Tiezhu; Sun, Jianhai; Liu, Chunxiu; Yao, Lei; Zhou, Jun; Dong, Cheng; Zhao, Ming
Non-contact Heartbeat Detection Based on Ballistocardiogram Using UNet and Bidirectional Long Short-Term Memory
Mai, Yaozong; Chen, Zizhao; Yu, Baoxian; Li, Ye; Pang, Zhiqiang; Han, Zhang
An effective photoplethysmography heart rate estimation framework integrating two-level denoising method and heart rate tracking algorithm guided by finite state machine
Guo, Jingbin; Chen, Xiang; Zhao, Jiaqi; Zhang, Xu; Chen, Xun
A Stochastic Resonance Electrocardiogram Enhancement Algorithm for Robust QRS Detection
Güngör, Cihan Berk; Mercier, Patrick; Töreyin, Hakan
Effective connectivity in cortical networks during deception: A lie detection study using EEG
Gao, Junfeng; Min, Xiangde; Kang, QianRuo; Si, HuiFang; Zhan, HuiMiao; Manyande, Anne; Tian, Xuebi; Dong, Yinhong; Zheng, Hua; Song, Jian
Time-adaptive Unsupervised Auditory Attention Decoding Using EEG-based Stimulus Reconstruction
Geirnaert, Simon; Francart, Tom; Bertrand, Alexander
Estimation of Step Length with Wearable Thigh Sensor using an Unscented Kalman Filter
Chandrasekaran, Sanjay; Lueken, Markus; Leonhardt, Steffen; Gandhi, Uma; Laurentius, Thea; Bollheimer, Cornelius; Ngo, Chuong
Semi-supervised learning for automatic atrial fibrillation detection in 24-hour Holter monitoring
Zhang, Peng; Chen, Yuting; Lin, Fan; Wu, Sifan; Yang, Xiaoyun; Li, Qiang
Multi-Scale Convolutional Neural Network Ensemble for Multi-Class Arrhythmia Classification
Prabhakararao, Eedara; Dandapat, Samarendra
Whole-Brain Dynamic Resting-State Functional Network Analysis in Benign Epilepsy with Centrotemporal Spikes
Zhang, Siqi; Tang, Jihong; Huang, Jing; Suo, Guihai; Zhou, Zhiyiong; You, Bo; Dai, Yakang; Liu, Yan
Towards Robust, Adaptive and Reliable Upper-limb Motion Estimation Using Machine Learning and Deep Learning–A Survey in Myoelectric Control
Bao, Tianzhe; Xie, Sheng; Yang, Pengfei; Zhou, Ping; Zhang, Zhiqiang
Gating attractor dynamics of frontal cortex under acupuncture via recurrent neural network
Li, Kai; wang, jiang; Hu, Zhicai; Deng, Bin; Yu, Haitao