Sensor Informatics

Sensor Informatics 1269 634 Journal of Biomedical and Health Informatics (JBHI)

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