Center for Intelligent Medical Electronics

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#	Title	Journal	Year	Citations
1	Interactive wearable systems for upper body rehabilitation: a systematic review	Journal of NeuroEngineering and Rehabilitation	2017	245
2	A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare	IEEE Journal of Translational Engineering in Health and Medicine	2018	213
3	Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic	IEEE Reviews in Biomedical Engineering	2021	174
4	Highly Sensitive and Large-Range Strain Sensor with a Self-Compensated Two-Order Structure for Human Motion Detection	ACS Applied Materials & Interfaces	2019	113
5	A Review of Wearable Sensor Systems for Monitoring Body Movements of Neonates	Sensors	2016	73
6	MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning	IEEE Journal of Biomedical and Health Informatics	2021	60
7	A review of wearable and unobtrusive sensing technologies for chronic disease management	Computers in Biology and Medicine	2021	55
8	A Hierarchical Neural Network for Sleep Stage Classification Based on Comprehensive Feature Learning and Multi-Flow Sequence Learning	IEEE Journal of Biomedical and Health Informatics	2020	52
9	A Two-Stage Neural Network for Sleep Stage Classification Based on Feature Learning, Sequence Learning, and Data Augmentation	IEEE Access	2019	49
10	Histogram of Oriented Gradient-Based Fusion of Features for Human Action Recognition in Action Video Sequences	Sensors	2020	45
11	Potential Applications of Mobile and Wearable Devices for Psychological Support During the COVID-19 Pandemic: A Review	IEEE Sensors Journal	2021	45
12	Open Access Dataset, Toolbox and Benchmark Processing Results of High-Density Surface Electromyogram Recordings	IEEE Transactions on Neural Systems and Rehabilitation Engineering	2021	44
13	Information and Communication Systems to Tackle Barriers to Breastfeeding: Systematic Search and Review	Journal of Medical Internet Research	2019	43
14	Sensor-Driven Achieving of Smart Living: A Review	IEEE Sensors Journal	2021	40
15	Markerless gait analysis based on a single RGB camera		2018	38
16	Design of an Integrated Wearable Multi-Sensor Platform Based on Flexible Materials for Neonatal Monitoring	IEEE Access	2020	36
17	ReCognizing SUspect and PredictiNg ThE SpRead of Contagion Based on Mobile Phone LoCation DaTa (COUNTERACT): A system of identifying COVID-19 infectious and hazardous sites, detecting disease outbreaks based on the internet of things, edge computing, and artificial intelligence	Sustainable Cities and Society	2021	35
18	EEG data augmentation: towards class imbalance problem in sleep staging tasks	Journal of Neural Engineering	2020	34
19	Comparison of Active Electrode Materials for Non-Contact ECG Measurement	Sensors	2019	33
20	Enhancing IoT Security via Cancelable HD-sEMG-Based Biometric Authentication Password, Encoded by Gesture	IEEE Internet of Things Journal	2021	33
21	Automatic Atrial Fibrillation Detection Based on Heart Rate Variability and Spectral Features	IEEE Access	2018	32
22	Neuromuscular Password-Based User Authentication	IEEE Transactions on Industrial Informatics	2021	32
23	Classification of single-channel EEG signals for epileptic seizures detection based on hybrid features	Technology and Health Care	2018	31
24	EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network	IEEE Access	2020	31
25	Wavelet Domain Optimized Savitzky–Golay Filter for the Removal of Motion Artifacts From EEG Recordings	IEEE Transactions on Instrumentation and Measurement	2021	31
26	Novel Flexible Material-Based Unobtrusive and Wearable Body Sensor Networks for Vital Sign Monitoring	IEEE Sensors Journal	2019	30
27	Healthcare Professional in the Loop (HPIL): Classification of Standard and Oral Cancer-Causing Anomalous Regions of Oral Cavity Using Textural Analysis Technique in Autofluorescence Imaging	Sensors	2020	30
28	Deep Residual Networks for Sleep Posture Recognition With Unobtrusive Miniature Scale Smart Mat System	IEEE Transactions on Biomedical Circuits and Systems	2021	30
29	EOGNET: A Novel Deep Learning Model for Sleep Stage Classification Based on Single-Channel EOG Signal	Frontiers in Neuroscience	2021	30
30	Cancelable HD-sEMG-Based Biometrics for Cross-Application Discrepant Personal Identification	IEEE Journal of Biomedical and Health Informatics	2021	29
31	Smart Home Anti-Theft System: A Novel Approach for Near Real-Time Monitoring and Smart Home Security for Wellness Protocol	Applied System Innovation	2018	28
32	Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	IEEE Transactions on Neural Systems and Rehabilitation Engineering	2022	28
33	Photoplethysmography Motion Artifacts Removal Based on Signal-Noise Interaction Modeling Utilizing Envelope Filtering and Time-Delay Neural Network	IEEE Sensors Journal	2020	24
34	Motor Control Training for the Shoulder with Smart Garments	Sensors	2017	23
35	A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video	IEEE Journal of Biomedical and Health Informatics	2021	22
36	Data Management for Transfer Learning Approaches to Elbow EMG-Torque Modeling	IEEE Transactions on Biomedical Engineering	2021	20
37	A hierarchical sequential neural network with feature fusion for sleep staging based on EOG and RR signals	Journal of Neural Engineering	2019	17
38	Stochastic Modeling Based Nonlinear Bayesian Filtering for Photoplethysmography Denoising in Wearable Devices	IEEE Transactions on Industrial Informatics	2020	17
39	Unsupervised Domain Adaptation by Statistics Alignment for Deep Sleep Staging Networks	IEEE Transactions on Neural Systems and Rehabilitation Engineering	2022	17
40	Independent Decision Path Fusion for Bimodal Asynchronous Brain–Computer Interface to Discriminate Multiclass Mental States	IEEE Access	2019	16
41	Omnidirectionally stretchable electrodes based on wrinkled silver nanowires through the shrinkage of electrospun polymer fibers	Journal of Materials Chemistry C	2020	16
42	Flexible Electrodes-Based Smart Mattress for Monitoring Physiological Signals of Heart and Autonomic Nerves in a Non-Contact Way	IEEE Sensors Journal	2021	15
43	Smart mat system with pressure sensor array for unobtrusive sleep monitoring		2017	14
44	The feasibility of predicting impending malignant ventricular arrhythmias by using nonlinear features of short heartbeat intervals	Computer Methods and Programs in Biomedicine	2021	14
45	Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population	IEEE Journal of Biomedical and Health Informatics	2020	13
46	High-Density Surface Electromyogram-based Biometrics for Personal Identification		2020	13
47	AI-enabled radiologist in the loop: novel AI-based framework to augment radiologist performance for COVID-19 chest CT medical image annotation and classification from pneumonia	Neural Computing and Applications	2023	13
48	Non-Contact Heart Rate Monitoring in Neonatal Intensive Care Unit using RGB Camera		2020	12
49	Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition	IEEE Access	2020	12
50	Cancelable HD-SEMG Biometric Identification via Deep Feature Learning	IEEE Journal of Biomedical and Health Informatics	2022	12

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