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ORCID43rd EMBC 2021: Mexico
- 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021. IEEE 2021, ISBN 978-1-7281-1179-7
- María Magdalena Damián-Chávez, Paola Estefania Ledesma-Coronado, Mariana Drexel-Romo, David Ibarra-Zarate
, Luz María Alonso-Valerdi:
How Does Environmental Noise Impact Collaborative Activities at the Main Library of Tecnologico de Monterrey? 7-10 - Norberto E. Naal-Ruiz, Luz María Alonso-Valerdi, David Ibarra-Zarate:
Different Headphone Models Modulate Differently Alpha and Theta Brain Oscillations When Listening to the Same Sound. 11-14 - Johnathan Adams, Ziming Zhang, Gregory M. Noetscher, Ara Nazarian, Sergey N. Makarov:
Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening. 15-18 - Xiaochen Wang, Mingxing Zhu, Oluwarotimi Williams Samuel, Zijian Yang, Lin Lu, Xingxing Cai, Xin Wang, Shixiong Chen, Guanglin Li:
A Pilot Study on the Performance of Time-Domain Features in Speech Recognition based on high-density sEMG. 19-22 - Laura I. Bogatu, Simona Turco, Massimo Mischi, Lars Schmitt, Pierre Woerlee, Erik Bresch, Gerrit Jan Noordergraaf, Igor Paulussen, R. Arthur Bouwman, Hendrikus H. M. Korsten, Jens Muehlsteff:
Modulation of pulse travel and blood flow during cuff inflation- An experimental case study. 23-26 - Yalin Wang, Wei Chen:
A modified phase transfer entropy for cross-frequency directed coupling estimation in brain network. 27-30 - Jia Wen Li, Shovan Barma, Sio-Hang Pun, Fei Chen, Cheng Li, Ming Tao Li, Pan Ke Wang, Mang I Vai, Peng Un Mak:
EEG-based Emotion Recognition Using Similarity Measure of Brain Rhythm Sequencing. 31-34 - Suguru Kanoga, Tomoumi Takase, Takayuki Hoshino, Hideki Asoh:
Time-domain Mixup Source Data Augmentation of sEMGs for Motion Recognition towards Efficient Style Transfer Mapping. 35-38 - Jorge A. Ramírez Castillo, Juan M. Chau:
Cognitive performance drop detection during daily activities using EEG. 39-42 - Dongdong Zhou, Qi Xu, Jian Wang, Jiacheng Zhang, Guoqiang Hu, Lauri Kettunen, Zheng Chang, Fengyu Cong:
LightSleepNet: A Lightweight Deep Model for Rapid Sleep Stage Classification with Spectrograms. 43-46 - Hui Sophie Wang, Holly B. Jimison, Misha Pavel:
Reducing Motion Artifacts of Pulse Intervals from Photoplethysmogram of a Commercial Wristband for Heart Rate Variability Analysis. 47-51 - Lorenzo Frassineti, Antonio Lanatà, Claudia Manfredi:
HRV analysis: a non-invasive approach to discriminate between newborns with and without seizures*. 52-55 - Nicolas Aguirre, Edith Grall-Maës, Leandro J. Cymberknop, Ricardo L. Armentano:
A Delineator for Arterial Blood Pressure Waveform Analysis Based on a Deep Learning Technique. 56-59 - Abuzar Ahmad Qureshi, Lu Wang, Tomoaki Ohtsuki, Kazunari Owada, Naoki Honma, Hayato Hayashi:
An Autoencoder-Based Fetal Heart Rate Detector for Noninvasive Recordings. 60-63 - Shun Hinatsu, Daisuke Suzuki, Hiroki Ishizuka, Sei Ikeda, Osamu Oshiro:
Attack on PPG Biometrics: Presentation Attack by Stealth Recording and Waveform Estimation. 64-67 - Kun Qian, Tomoya Koike, Kota Tamada, Toru Takumi, Björn W. Schuller, Yoshiharu Yamamoto:
Sensing the Sounds of Silence: A Pilot Study on the Detection of Model Mice of Autism Spectrum Disorder from Ultrasonic Vocalisations. 68-71 - Gary Garcia Molina:
A model characterizing the coupling between slow-wave activity, instantaneous heart rate and heart rate variability during sleep*. 72-75 - Minh C. Tran, Douglas C. Crockett, Arun Joseph, Federico Formenti, Phi Anh Phan, Stephen J. Payne, Andrew D. Farmery:
Lung simulation to support non-invasive pulmonary blood flow measurement in Acute Respiratory Distress Syndrome in animals*. 76-79 - Truc Nguyen, Franz Pernkopf:
Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolutional Neural Networks. 80-83 - Monay Mokhtar Shoushan, Bersain Alexander Reyes, Aldo R. Mejía-Rodríguez, Jo Woon Chong:
Contactless Heart Rate Variability (HRV) Estimation Using a Smartphone During Respiratory Maneuvers and Body Movement. 84-87 - Jui-Kun Chiu, Chun-Shun Chang, Shun-Chi Wu:
ECG-based Biometric Recognition without QRS Segmentation: A Deep Learning-Based Approach. 88-91 - Pingting Lin, Yanmei Zhu, Xinlin Zhou, Yi Bai, Haixian Wang:
Neural Dissociations between Magnitude Processing of Fractions and Decimals. 92-95 - Anju Malik, Abdel-Rahman B. M. El-Daly, Leanne Lai-Hang Chan:
Phase-amplitude modulation during critical period plasticity in mouse visual cortex. 96-99 - Marianne Boyer, Laurent J. Bouyer, Jean-Sébastien Roy, Alexandre Campeau-Lecours:
A Real-Time Algorithm to Estimate Shoulder Muscle Fatigue Based on Surface EMG Signal For Static and Dynamic Upper Limb Tasks. 100-106 - Yufeng Zhou, Jing You, Fengjun Zhu, Anatol Bragin, Jerome Engel, Lin Li:
Automatic Electrophysiological Noise Reduction and Epileptic Seizure Detection for Stereoelectroencephalography. 107-112 - Binh P. Nguyen, Sharadha Kolappan, Venkat Bhat, Sridhar Krishnan:
Clustering and Feature Analysis of Smartphone Data for Depression Monitoring. 113-116 - Tianli Xie, Kun Chen, Li Ma, Qingsong Ai, Quan Liu, Andrew E. Hudson:
Brain Connectivity Analysis in Anesthetized and Awake States: an ECoG Study in Monkeys. 117-120 - Sofija Spasojevic, Antenor Rodrigues, Kimia Mahdaviani, W. Darlene Reid, Alex Mihailidis, Shehroz S. Khan:
Onset and Offset Detection of Respiratory EMG Data Based on Energy Operator Signal. 121-124 - Yunzhe Tao, Tao Sun, Aashiq Muhamed, Sahika Genc, Dylan Jackson, Ali Arsanjani, Suri Yaddanapudi, Liang Li, Prachi Kumar:
Gated Transformer for Decoding Human Brain EEG Signals. 125-130 - Changjie Pan, Ying-Hui Lai, Fei Chen:
The Effects of Classification Method and Electrode Configuration on EEG-based Silent Speech Classification. 131-134 - Sergi Gómez-Quintana, Ihor Shelevytsky, Victoriya Shelevytska, Emanuel M. Popovici, Andriy Temko:
Automatic segmentation for neonatal phonocardiogram. 135-138 - Yang Hong, Hongling Zhu, Xiaoyun Yang, Cheng Cheng, Ye Yuan:
A Novel Cluster-Based Method for Single-channel Fetal Electrocardiogram Detection. 139-143 - Po-Ya Hsu, Po-Han Hsu, Tsung-Han Lee, Hsin-Li Liu:
Motion Artifact Resilient SCG-based Biometric Authentication Using Machine Learning. 144-147 - Li Wang, Yue Yang, Steven Su:
Nonparametric Modelling Based Model Predictive Control for Human Heart Rate Regulation during Treadmill Exercise. 148-151 - Wenzheng Qiu, Banghua Yang, Jun Ma, Shouwei Gao, Yan Zhu, Wen Wang:
The Paradigm Design of a Novel 2-class Unilateral Upper Limb Motor Imagery Tasks and its EEG Signal Classification. 152-155 - Keyvan Farhang Razi, Alexandre Schmid:
Two-stage Hardware-Friendly Epileptic Seizure Detection Method with a Dynamic Feature Selection. 156-159 - Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal:
Unsupervised Approach for the Identification of the Predominant Site of Upper Airway Collapse in Obstructive Sleep Apnoea Patients Using Snore Signals. 160-163 - Villads Hulgaard Joergensen, Umaer Hanif, Poul Jennum, Emmanuel Mignot, Asbjoern W. Helge, Helge B. D. Sørensen:
Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea. 164-168 - Daniela M. Zolezzi, Luz María Alonso-Valerdi, Norberto E. Naal-Ruiz, David Ibarra-Zarate:
Identification of Neuropathic Pain Severity based on Linear and Non-Linear EEG Features. 169-173 - Boudewijn van den Berg, Tom Berfelo, Elisa M. H. Verhoeven, Imre P. Krabbenbos, Jan Reinoud Buitenweg:
Combining Psychophysical and EEG Biomarkers for Improved Observation of Altered Nociceptive Processing in Failed Back Surgery Syndrome. 174-177 - Taichi Tanaka, Isao Nambu, Yoshiko Maruyama, Yasuhiro Wada:
Verification of Normalization Method to Improve Usability and Versatility among Users of Applications that Predict Continuous Motion Using Electromyography. 178-181 - Yuri Antonacci, Ludovico Minati, Gorana Mijatovic, Luca Faes:
A new Framework for the Spectral Information Decomposition of Multivariate Gaussian Processes. 182-185 - Maurício Cagliari Tosin, Leia B. Bagesteiro, Alexandre Balbinot:
Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Type Identification in Surface Electromyography Data*. 186-189 - Fatima Al-Khuzaei, Leen Al Homoud, Dana Alyafei, Reza Tafreshi, Md Ferdous Wahid:
Development of Machine-Learning Algorithms for Recognition of Subjects' Upper Limb Movement Intention Using Electroencephalogram Signals. 190-193 - Saeed Jahromi, Margherita A. G. Matarrese, Eleonora Tamilia, M. Scott Perry, Joseph R. Madsen, Phillip L. Pearl, Christos L. Papadelis:
Mapping Propagation of Interictal Spikes, Ripples, and Fast Ripples in Intracranial EEG of Children with Refractory Epilepsy. 194-197 - Alessandra Camassa, Maurizio Mattia, Maria V. Sanchez-Vives:
Energy-Based Hierarchical Clustering of Cortical Slow Waves in Multi-Electrode Recordings. 198-203 - Rafael Correia, J. Miguel Sanches, Luca T. Mainardi:
Error perception classification in Brain-Computer Interfaces using CNN. 204-207 - Nadia Aloui, Anne Planat-Chretien, Stéphane Bonnet:
Artefact subspace reconstruction for both EEG and fNIRS co-registred signals. 208-211 - Kris van Noord, Wenjin Wang, Hailong Jiao:
Insights of 3D Input CNN in EEG-based Emotion Recognition. 212-215 - Fernando Vaquerizo-Villar, Daniel Álvarez, Jan F. Kraemer, Niels Wessel, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Félix del Campo, Leila Kheirandish-Gozal, David Gozal, Thomas Penzel, Roberto Hornero:
Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks. 216-219 - Vasily Grigorovsky:
Phase-Amplitude Coupling Features Accurately Classify Multiple Sub-States Within a Seizure Episode. 220-223 - Cheng Wang, Xin Wang, Mingxing Zhu, Yao Pi, Xiaochen Wang, Feng Wan, Shixiong Chen, Guanglin Li:
Spectrum power and brain functional connectivity of different EEG frequency bands in attention network tests. 224-227 - Christodoulos Kechris, Anastasios Delopoulos:
RMSSD Estimation From Photoplethysmography and Accelerometer Signals Using a Deep Convolutional Network. 228-231 - Wei-Yu Chiu, Liang-Yu Chen, Hung-Ming Chi, Tzu-Chien Hsiao:
Toward instantaneous frequency of respiration to investigate the risk of internet gaming disorder. 232-235 - Vassilis D. Tsakanikas, Dimitrios Dimopoulos, Nikolaos S. Tachos, Chariklia Chatzaki, Vasileios Skaramagkas, Georgios Christodoulakis, Manolis Tsiknakis, Dimitrios I. Fotiadis:
Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data. 236-239 - Shengjia Du, Qi Yu, Wei Dai, Verity M. McClelland, Zoran Cvetkovic:
Dictionary Learning Strategies for Cortico-Muscular Coherence Detection and Estimation. 240-244 - Soonhyun Yook, Yizhan Miao, Claire Park, Hea Ree Park, Jinyoung Kim, Diane C. Lim, Eun Yeon Joo, Hosung Kim:
Predicting brain age based on sleep EEG and DenseNet. 245-248 - Rana Zia Ur Rehman, Lynn Rochester, Alison J. Yarnall, Silvia Del Din:
Predicting the Progression of Parkinson's Disease MDS-UPDRS-III Motor Severity Score from Gait Data using Deep Learning. 249-252 - Lam Pham, Huy Phan, Alexander Schindler, Ross King, Alfred Mertins, Ian McLoughlin:
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases. 253-256 - Paolo Castiglioni, Gianfranco Parati, Andrea Faini:
Multifractal and Multiscale Detrended Fluctuation Analysis of Cardiovascular Signals: how the Estimation Bias Affects ShortTerm Coefficients and a Way to mitigate this Error. 257-260 - Julia Y. H. Liu, John A. Rudd, Peng Du:
A pipeline for phase-based analysis of in vitro micro-electrode array recordings of gastrointestinal slow waves. 261-264 - Vojtech Travnicek, Pavel Jurák, Jan Cimbalnik, Petr Klimes, Pavel Daniel, Milan Brazdil:
Ultra-fast oscillation detection in EEG signal from deep-brain microelectrodes. 265-268 - Yongfeng Huang, Tianchen Jin, Chenxi Sun, Xueyang Li, Shuchen Yang, Zhiming Zhang:
Efficient J Peak Detection From Ballistocardiogram Using Lightweight Convolutional Neural Network*. 269-272 - Xuen Hoong Kok, Syed Anas Imtiaz, Esther Rodríguez-Villegas:
Towards Automatic Identification of Epileptic Recordings in Long-term EEG Monitoring. 273-276 - Sergi Gómez-Quintana, Grainne Cowhig, Marco Borzacchi, Alison O'Shea, Andriy Temko, Emanuel M. Popovici:
An EEG analysis framework through AI and sonification on low power IoT edge devices. 277-280 - Chen Du, Sarah Graham, Colin Depp, Truong Nguyen:
Assessing Physical Rehabilitation Exercises using Graph Convolutional Network with Self-supervised regularization. 281-285 - Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra:
Do we really need a segmentation step in heart sound classification algorithms? 286-289 - Riccardo Pernice, Gabriele Volpes, Jana Cernanova Krohova, Michal Javorka, Alessandro Busacca, Luca Faes:
Feasibility of Linear Parametric Estimation of Dynamic Information Measures to assess Physiological Stress from Short-Term Cardiovascular Variability *. 290-293 - Luyao Zhu, Yongjian Zhao, Yuting Shen, Feng Gao, Li Liu, Fei Gao:
Photoacoustic Characterization of Cortical and Cancellous Bone in The Vertebrae. 294-297 - Wenjun Huang, Murtaza Bulut, Ron van Lieshout, Kiran H. J. Dellimore:
Exploration of using a pressure sensitive mat for respiration rate and heart rate estimation*. 298-301 - Razieh Faghihpirayesh, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan:
Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. 302-305 - Yi Ding, Nigel Wei Jun Ang, Aung Aung Phyo Wai, Cuntai Guan:
Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks. 306-310 - Eduardo Hernandez-de la Cruz, Sonia Charleston-Villalobos, Tomás Aljama-Corrales, Bersain Alexander Reyes:
Simultaneous Estimation of Instantaneous Heart and Respiratory Rates using Image Photoplethysmography on a Single Smartphone. 311-314 - Pablo Núñez, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Jesús Poza:
Effect of segment length, sampling frequency, and imaging modality on the estimation of measures of brain meta-state activation: an MEG/EEG study. 315-318 - Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari:
An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG. 319-324 - Seishiro Goto, Ryo Natsuaki, Akira Hirose:
Proposal of higher-order tensor independent component analysis for signal separation in multiple-input multiple-output respiration/heartbeat remote sensing*. 325-328 - Sébastien Naze, Jianbin Tang, James R. Kozloski, Stefan Harrer:
Features importance in seizure classification using scalp EEG reduced to single timeseries. 329-332 - Velu Prabhakar Kumaravel, Victor Javier Kartsch, Simone Benatti, Giorgio Vallortigara, Elisabetta Farella, Marco Buiatti:
Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction. 333-336 - Mario Corral Bolaños, Sheyla Barrado Ballestero, Sadasivan Puthusserypady:
Filter bank approach for enhancement of supervised Canonical Correlation Analysis methods for SSVEP-based BCI spellers. 337-340 - Gorana Mijatovic, Yuri Antonacci, Luca Faes:
Measuring the Rate of Information Transfer in Point-Process Data: Application to Cardiovascular Interactions. 341-344 - Pedro Faustino, Jorge Oliveira, Miguel T. Coimbra:
Crackle and wheeze detection in lung sound signals using convolutional neural networks. 345-348 - Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva:
Classification of Electrical Impedance Tomography Data Using Machine Learning. 349-353 - Melkamu Hunegnaw Asmare, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste:
Can Heart Sound Denoising be Beneficial in Phonocardiogram Classification Tasksƒ. 354-358 - Mo Han, Mehrshad Zandigohar, Mariusz P. Furmanek, Mathew Yarossi, Gunar Schirner, Deniz Erdogmus:
Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation. 359-364 - Xiaorong Ding, Wenjin Wang, Yifan Chen, Yumin Yang, Yan Zhao, Deyuan Kong:
Feasibility Study of Pulse Width at Half Amplitude of Camera PPG for Contactless Blood Pressure Estimation. 365-368 - Xinwen Liu, Huan Wang, Zongjin Li:
An Approach for Deep Learning in ECG Classification Tasks in the Presence of Noisy Labels. 369-372 - Michal Kozlowski, Sukhpreet Singh, Georgina Ramage, Esther Rodríguez-Villegas:
Effects of denoising strategies on R-wave detection in ECG analysis. 373-376 - Jiadao Zou, Qingxue Zhang:
eyeSay: Make Eyes Speak for ALS Patients with Deep Transfer Learning-empowered Wearable. 377-381 - Fiona Cheung, Phillip L. Pearl, Catherine Stamoulis:
Novel Seizure Biomarkers in Continuous Electrocardiograms from Pediatric Epilepsy Patients. 382-385 - Sebastian F. Ruf, Md Navid Akbar, Susan L. Whitfield-Gabrieli, Deniz Erdogmus:
Comparing Autoregressive and Network Features for Classification of Depression and Anxiety. 386-389 - Evangelos Papathomas, Andreas Triantafyllidis, Rafail-Evangelos Mastoras, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras:
A Machine Learning Approach for Prediction of Sedentary Behavior Based on Daily Step Counts. 390-394 - Fotis P. Kalaganis, Manuel S. Seet, Kostas Georgiadis, Vangelis P. Oikonomou, Nikolaos A. Laskaris, Spiros Nikolopoulos, Ioannis Kompatsiaris, Maria Panou, Andrei Dragomir, Anastasios Bezerianos:
Reconstructing EOG From EEG Timeseries: A Spatial Filtering Approach. 395-398 - Sandya Subramanian, Bryan Tseng, Riccardo Barbieri, Emery N. Brown:
Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity. 399-402 - Sarineh Keshishzadeh, Sarah Verhulst:
Individualized Cochlear Models Based on Distortion Product Otoacoustic Emissions. 403-407 - Ludovica Corona, Eleonora Tamilia, Joseph R. Madsen, Steven M. Stufflebeam, Phillip L. Pearl, Christos L. Papadelis:
Mapping Functional Connectivity of Epileptogenic Networks through Virtual Implantation. 408-411 - Juan Manuel Mayor Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi:
Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity. 412-415 - Zheng Peng, Ilde Lorato, Xi Long, Rong-Hao Liang, Deedee Kommers, Peter Andriessen, Ward Cottaar, Sander Stuijk, Carola van Pul:
Body Motion Detection in Neonates Based on Motion Artifacts in Physiological Signals from a Clinical Patient Monitor. 416-419 - Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Thilina Dulantha Lalitharatne, Anjula C. De Silva, Simon Lind Kappel:
Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network. 420-423 - Bahareh Salafian, Eyal Fishel Ben, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad:
Efficient Epileptic Seizure Detection Using CNN-Aided Factor Graphs. 424-429 - Hao Peng, Wenhao Lin, Guoqing Cai, Shoulin Huang, Yifan Pei, Ting Ma:
DW-FBCSP: EEG emotion recognition algorithm based on scale distance weighted optimization. 430-433 - Natsuho Niida, Lu Wang, Tomoaki Ohtsuki, Kazunari Owada, Naoki Honma, Hayato Hayashi:
Fetal Heart Rate Detection Using First Derivative of ECG Waveform and Multiple Weighting Functions. 434-438 - Tomás Vicar, Jaromir Gumulec, Radim Kolár, Jirí Chmelík, Jiri Navratil, Larisa Chmelíková, Vratislav Cmiel, Ivo Provazník, Michal Masarik:
Parametric Deconvolution for Cancer Cells Viscoelasticity Measurements from Quantitative Phase Images. 439-442 - Tomohiko Igasaki, Yugo Kuramura, Junya Takemoto:
Motor Imagery, Execution, and Observation Classification using Small Amount of EEG Data with Multiple Two-Class CNNs. 443-446 - Joana M. Warnecke, Nicolai Boeker, Nicolai Spicher, Ju Wang, Maximilian Flormann, Thomas M. Deserno:
Sensor Fusion for Robust Heartbeat Detection during Driving. 447-450 - S. V. Sandeep Avvaru, Nicole R. Provenza, Alik S. Widge, Keshab K. Parhi:
Decoding Human Cognitive Control Using Functional Connectivity of Local Field Potentials. 451-454 - Zongjin Li, Huan Wang, Xinwen Liu:
A One-Dimensional Siamese Few-Shot Learning Approach for ECG Classification under Limited Data. 455-458 - Jerrin Thomas Panachakel, Kanishka Sharma, Anusha A. S, A. G. Ramakrishnan:
Can we identify the category of imagined phoneme from EEG? 459-462 - Clémentine Aguet, Jérôme Van Zaen, João Jorge, Martin Proença, Guillaume Bonnier, Pascal Frossard, Mathieu Lemay:
Feature Learning for Blood Pressure Estimation from Photoplethysmography. 463-466 - Agnese Sbrollini, Ilaria Marcantoni, Micaela Morettini, Cees A. Swenne, Laura Burattini:
Repeated Structuring & Learning Procedure for Detection of Myocardial Ischemia: a Robustness Analysis. 467-470 - Lorenzo Frassineti, Claudia Manfredi, Benedetta Olmi, Antonio Lanatà:
A Generalized Linear Model for an ECG-based Neonatal Seizure Detector. 471-474 - Zoe Dittman, Tamanna T. K. Munia, Selin Aviyente:
Graph Theoretic Analysis of Multilayer EEG Connectivity Networks. 475-479 - Stefano Orsolini, Enrico Pannicke, Ivan Fomin, Oliver Thieme, Georg Rose:
Wireless Electrocardiography and Impedance Cardiography Devices Using a Network Time Protocol for Synchronized Data. 480-483 - Teppei Matsubara, Steven M. Stufflebeam, Sheraz Khan, Jyrki Ahveninen, Matti Hämäläinen, Yoshinobu Goto, Toshihiko Maekawa, Shozo Tobimatsu, Kuniharu Kishida:
A novel time-delayed correlation method decomposes mismatch response without using subtraction. 484-487 - Eoin Finnegan, Shaun M. Davidson, Mirae Harford, João Jorge, Mauricio Villarroel:
The presence of a circadian rhythm in pulse arrival time and its application for classifying blood pressure night-time dip. 488-491 - Mimma Nardelli, Alberto Greco, Nicola Vanello, Enzo Pasquale Scilingo:
Reliability of Pulse Rate Variability in Elderly Men and Women: an Application of Cross-Mapping Approach. 492-495 - Camilo E. Valderrama:
A comparison between the Hilbert-Huang and Discrete Wavelet Transforms to recognize emotions from electroencephalographic signals. 496-499 - Zuoting Song, Tao Fang, Shuang Li, Lan Niu, Yuan Zhang, Song Le, Gege Zhan, Xueze Zhang, Hui Li, Min Zhao, Haifeng Jiang, Lihua Zhang, Xiaoyang Kang:
Removing EOG Artifacts from the EEG signal of Methamphetamine Addicts. 500-503 - Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li:
Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices. 504-507 - Ozan Özgül, Bart Maesen, Ulrich Schotten, Pietro Bonizzi, Stef Zeemering:
State Space Embedding of Atrial Electrograms to Detect Repetitive Conduction Patterns During Atrial Fibrillation. 508-511 - Bruno Moraes Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva:
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. 512-516 - Jannis Lilienthal, Waltenegus Dargie:
Spectral Characteristics of Motion Artifacts in Wireless ECG and their Correlation with Reference Motion Sensors. 517-521 - Wei-Chih Li, Cheng-Jie Yang, Bo-Ting Liu, Wai-Chi Fang:
A Real-Time Affective Computing Platform Integrated with AI System-on-Chip Design and Multimodal Signal Processing System. 522-526 - Siddhartha Gairola, Francis Tom, Nipun Kwatra, Mohit Jain:
RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting. 527-530 - Payam Shahsavari Baboukani, Carina Graversen, Emina Alickovic, Jan Østergaard:
EEG Phase Synchrony Reflects SNR Levels During Continuous Speech-in-Noise Tasks. 531-534 - Arman Iranfar, Adriana Arza, David Atienza:
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals*. 535-541 - Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque:
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices. 542-545 - Agnieszka Kazimierska, Agnieszka Uryga, Cyprian Mataczynski, Malgorzata Burzynska, Arkadiusz Ziólkowski, Andrzej Rusiecki, Magdalena Kasprowicz:
Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients. 546-549 - Rahul Dasharath Gavas, Venkata Subramanian Viraraghavan, Ramesh Kumar Ramakrishnan:
A Novel Optimization Algorithm Leveraging a Three-Dimensional Approach of Periscopic, Pheromonic and Fractal Search. 550-553 - Jinghan Wu, Tao Zhao, Yakun Zhang, Liang Xie, Ye Yan, Erwei Yin:
Parallel-Inception CNN Approach for Facial sEMG based Silent Speech Recognition. 554-557 - Jiantao Fan, Mengmeng Li, Shuguan Cheng, Zhigang Shang, Hong Wan:
Spatial learning correlates with decreased hippocampal activity in the goal-directed behavior of pigeons. 558-561 - Nathaniel Barbara, Tracey A. Camilleri, Kenneth P. Camilleri:
TEMoD: Target-Enabled Model-Based De-Drifting of the EOG Signal Baseline using a Battery Model of the Eye. 562-565 - J. R. G. de Santana, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
A New Approach to Classify Cardiac Arrythmias Using 2D Convolutional Neural Networks. 566-570 - Shadi Sartipi, Mastaneh Torkamani-Azar, Müjdat Çetin:
EEG Emotion Recognition via Graph-based Spatio-Temporal Attention Neural Networks. 571-574 - Marco Bilucaglia, Rita Laureanti, Margherita Zito, Riccardo Circi, Alessandro Fici, Vincenzo Russo, Luca T. Mainardi:
It's a Question of Methods: Computational Factors Influencing the Frontal Asymmetry in Measuring the Emotional Valence. 575-578 - Irina-Emilia Nicolae, Alina Sultana, Ruxandra Aursulesei, Szabolcs Fulop:
Treating Electrical and Biopotential Artifacts in an EEG Pilot Study Experiment. 579-582 - Liran Ziegelman, Abdulrahman Alkurdi, Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Elizabeth T. Hsiao-Wecksler, Manuel E. Hernandez:
Feasibility of VR Technology in Eliciting State Anxiety Changes While Walking in Older Women. 583-586 - Yao Miao, Yasushi Iimura, Hidenori Sugano, Kosuke Fukumori, Taku Shoji, Toshihisa Tanaka:
Seizure Onset Zone Identification Based on Phase-Amplitude Coupling of Interictal Electrocorticogram. 587-590 - ByeongTak Lee, Seo Taek Kong, Youngjae Song, Yeha Lee:
Self-Supervised Learning with Electrocardiogram Delineation for Arrhythmia Detection. 591-594 - Marta Bonato, Laura Dossi, Emma Chiaramello, Martina Benini, Silvia Gallucci, Serena Fiocchi, Gabriella Tognola, Marta Parazzini:
Application of Stochastic Dosimetry for assessing the Human RFEMF Exposure in a 5G indoor Scenario. 595-599 - Zheng Zhang, Xin Li, Fengji Geng, Kejie Huang:
A Semi-Supervised Few-Shot Learning Model for Epileptic Seizure Detection. 600-603 - Gianluca Rho, Alejandro Luis Callara, Nicola Vanello, Claudio Gentili, Alberto Greco, Enzo Pasquale Scilingo:
Odor valence modulates cortico-cortical interactions: a preliminary study using DCM for EEG. 604-607 - Federica Gioia, Maria Antonietta Pascali, Alberto Greco, Sara Colantonio, Enzo Pasquale Scilingo:
Discriminating Stress From Cognitive Load Using Contactless Thermal Imaging Devices. 608-611 - Dhruv Gupta, Dustin L. Crouch:
Optimization of Data Quality Related EMG Feature Extraction Parameters to Increase Hand Movement Classification Accuracy. 612-615 - Mingxi Lei, Tom Maxim, Edwin Valladares, Eric Kezirian, B. Keith Jenkins:
Wavelet-based CNN for Predicting PAP Adherence Using Overnight Polysomnography Recordings: a Pilot Study. 616-620 - Dingyi Pei, Tülay Adali, Ramana Vinjamuri:
Generalizability of Hand Kinematic Synergies derived using Independent Component Analysis. 621-624 - Yasuyuki Kataoka, Hitonobu Tomoike:
Spatial Feature Extraction of Vectorcardiography via Minimum Volume Ellipsoid Enclosure in Classifying Left Ventricular Hypertrophy. 625-628 - Maria Camila Dias, Diana M. Costa, Teresa Sousa, João Castelhano, Verónica Figueiredo, Andreia C. Pereira, Miguel Castelo-Branco:
Classification of erroneous actions using EEG frequency features: implications for BCI performance*. 629-632 - Namhee Kwon, Samuel Kim:
Depression Severity Detection Using Read Speech with a Divide-and-Conquer Approach. 633-637 - Pradeep Kumar, Angkoon Phinyomark, Erik J. Scheme:
Verification-Based Design of a Robust EMG Wake Word. 638-642 - Gul Hameed Khan, Nadeem Ahmad Khan, Muhammad Awais Bin Altaf, Mujeeb Ur Rehman:
Classifying Single Channel Epileptic EEG data based on Sparse Representation using Shallow Autoencoder. 643-646 - Krzysztof Adamczyk, Adam G. Polak:
Derivation of Frequency Components from Overnight Heart Rate Variability Using an Adaptive Variational Mode Decomposition. 647-650 - Nittayapa Klangpornkun, Mathurada Ruangritchai, Adirek Munthuli, Chutamanee Onsuwan, Kankamol Jaisin, Keerati Pattanaseri, Juthawadee Lortrakul, Pattaranis Thanakulakkarachai, Thanaporn Anansiripinyo, Atita Amornlaksananon, Sirikhwan Laohawee, Charturong Tantibundhit:
Classification of Depression and Other Psychiatric Conditions Using Speech Features Extracted from a Thai Psychiatric and Verbal Screening Test. 651-656 - Pierre Humbert, Laurent Oudre, Clément Dubost:
Learning spatial filters from EEG signals with Graph Signal Processing methods. 657-660 - Ahmed M. Elbeshbeshy, Muhammad Ali Rushdi, Shereen M. El-Metwally:
Electromyography Signal Analysis and Classification using Time-Frequency Representations and Deep Learning. 661-664 - Gelareh Hajian, Evelyn Morin, Ali Etemad:
Convolutional Neural Network Approach for Elbow Torque Estimation during Quasi-dynamic and Dynamic Contractions. 665-668 - Erika Bondareva, Jing Han, William Bradlow, Cecilia Mascolo:
Segmentation-free Heart Pathology Detection Using Deep Learning. 669-672 - Miaojuan Xia, Shihan Ma, Chen Chen, Xinjun Sheng, Xiangyang Zhu:
Electrodes Adaptive Model in Estimating the Depth of Motor Unit: A Motor Unit Action Potential Based Approach. 673-676 - Jacopo Pavan, Chiara Dalla Man, David Herzig, Lia Bally, Simone Del Favero:
A PID Control Algorithm for a Post-Prandial Hypoglycemic Clamp Study. 677-680 - Durgesh Kusuru, Anish C. Turlapaty, Mainak Thakur:
A Laplacian-Gaussian Mixture Model for Surface EMG Signals from Upper Limbs. 681-685 - M. Sami Zitouni, Cheul Young Park, Uichin Lee, Leontios J. Hadjileontiadis, Ahsan Khandoker:
Arousal-Valence Classification from Peripheral Physiological Signals Using Long Short-Term Memory Networks. 686-689 - Adirek Munthuli, Sethavudh Vongsurakrai, Thanaporn Anansiripinyo, Varaporn Ellermann, Kanyaporn Sroykhumpa, Chutamanee Onsuwan, Panuvat Chutichetpong, Solaphat Hemrungrojn, Krit Kosawat, Charturong Tantibundhit:
Thammasat-NECTEC-Chula's Thai Language and Cognition Assessment (TLCA): The Thai Alzheimer's and Mild Cognitive Impairment Screening Test. 690-694 - Achuth Rao M. V, Shailesh BG, Drishti Ramesh Megalmani, Satish S. Jeevannavar, Prasanta Kumar Ghosh:
Noise Robust Detection of Fundamental Heart Sound using Parametric Mixture Gaussian and Dynamic Programming. 695-699 - Alfredo Lobaina Delgado, Adson F. da Rocha, Alexander A. Suárez León, Andrés Felipe Ruiz Olaya, Klaus Ribeiro Montero, Alberto López Delis:
Estimation of Joint Angle From sEMG and Inertial Measurements Based on Deep Learning Approach. 700-703 - Karen McCloy, Brett Duce, Craig Hukins, Udantha R. Abeyratne:
Mapping Sleep Spindle Characteristics to Vigilance Outcomes in Patients with Obstructive Sleep Apnea. 704-707 - Ahmed A. Al Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily:
Cardinality and Short-Term Memory Concepts based Novel Feature Extraction for Myoelectric Pattern Recognition. 708-712 - Drishti Ramesh Megalmani, Shailesh B. G, Achuth Rao M. V, Satish S. Jeevannavar, Prasanta Kumar Ghosh:
Unsegmented Heart Sound Classification Using Hybrid CNN-LSTM Neural Networks. 713-717 - Matthijs Oudkerk, Bob D. de Vos, Michiel M. Winter, Ivana Isgum:
Deep Learning-Based Data-Point Precise R-Peak Detection in Single-Lead Electrocardiograms. 718-721 - Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Jesús Poza:
High Frequential Resolution Networks: Considerations on a New Functional Brain Connectivity Framework. 722-725 - Eva Lendaro, Ebrahim Balouji, Karen Baca, Azam Sheikh Muhammad, Max Ortiz-Catalan:
Common Spatial Pattern EEG decomposition for Phantom Limb Pain detection. 726-729 - Muhamed Vila, Sara Rocher, Massimo Walter Rivolta, Javier Saiz, Roberto Sassi:
Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation. 730-733 - Shashika Chamod Munasingha, Kodithuwakkuge Keerthi Priyankara, Sandali Nisansa Liyanagoonawardena, Wijesekara Vithanage Charith, Chamil Sampath Pinto, Kithmin Wickramasinghe, Godwin Roger Constantine, Saroj Jayasinghe:
A Hybrid Approach for Screening Endothelial Dysfunction using Photoplethysmography and Digital Thermal Monitoring. 734-739 - Aruna Duraisingam, Ramaswamy Palaniappan, Daniele Soria:
Attentional bias towards high and low caloric food on repeated visual food stimuli: An ERP study. 740-743 - Seyed Amir Hossein Aqajari, Rui Cao, Amir Hosein Afandizadeh Zargari, Amir M. Rahmani:
An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks. 744-747 - Hélder Pinto, Riccardo Pernice, Celestino Amado, Maria Eduarda Silva, Michal Javorka, Luca Faes, Ana Paula Rocha:
Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations. 748-751 - Po-Hsun Huang, Wei-Chan Chung, Chau-Chyun Sheu, Jong-Rung Tsai, Tzu-Chien Hsiao:
Is the asynchronous phase of thoracoabdominal movement a novel feature of successful extubation? A preliminary result. 752-756 - Md. Rafiul Amin, Maryam Tahir, Rose T. Faghih:
A State-space Investigation of Impact of Music on Cognitive Performance during a Working Memory Experiment. 757-762 - Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus:
Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. 763-766 - Edgar Hernández-González, Pilar Gómez-Gil, Erik Bojorges-Valdez, Manuel Ramírez-Cortés:
Bi-dimensional representation of EEGs for BCI classification using CNN architectures. 767-770 - Andrea Duggento, Allegra Conti, Maria Guerrisi, Nicola Toschi:
Classification of real-world pathological phonocardiograms through multi-instance learning. 771-774 - Ferial AbuHantash, Ahsan H. Khandoker, Georgios K. Apostolidis, Leontios J. Hadjileontiadis:
Swarm Decomposition of Abdominal Signals for Non-invasive Fetal ECG Extraction. 775-778 - Zixiao He, Xinwen Liu, Hao He, Huan Wang:
Dual Attention Convolutional Neural Network Based on Adaptive Parametric ReLU for Denoising ECG Signals with Strong Noise. 779-782 - Nyi Nyi Tun, Fumiya Sanuki, Keiji Iramina:
EEG-EMG Correlation Analysis with Linear and Nonlinear Coupling Methods Across Four Motor Tasks. 783-786 - G. Pradeep Kumar, Kanishka Sharma, A. G. Ramakrishnan, A. Adarsh:
Increased Entropy of Gamma Oscillations in the Frontal Region during Meditation. 787-790 - Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Ejay Nsugbe, Yanjuan Geng, Alberto López Delis, Yazan Ali Jarrah, Oluwagbenga Paul Idowu, Shixiong Chen, Peng Fang, Guanglin Li:
A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization. 791-794 - R. Vishnupriya, Neethu Robinson, Ramasubba Reddy M, Cuntai Guan:
Performance Evaluation of Compressed Deep CNN for Motor Imagery Classification using EEG. 795-799 - Gauri Deshpande, Björn W. Schuller:
COVID-19 Biomarkers in Speech: On Source and Filter Components. 800-803 - Xi Cui, Mengjie Liu, Na Zhang, Jianhong Zhang, Na Wei, Ke Li:
Brain functional networks analysis of five fingers grasping in virtual reality environment. 804-807 - Fazla Rabbi Mashrur, Mohammad Tohidul Islam Miya, Ferdousi Sabera Rawnaque, Khandoker Mahmudur Rahman, Ravi Vaidyanathan, Syed Ferhat Anwar, Farhana Sarker, Khondaker Abdullah Al Mamun:
MarketBrain: An EEG based intelligent consumer preference prediction system. 808-811 - Jingjuan Qiao, Jiabei Tang, Jiajia Yang, Minpeng Xu, Dong Ming:
Basic Graphic Shape Decoding for EEG-based Brain-Computer Interfaces. 812-815 - Johannes Allgaier, Patrick Neff, Winfried Schlee, Stefan Schoisswohl, Rüdiger Pryss:
Deep Learning End-to-End Approach for the Prediction of Tinnitus based on EEG Data*. 816-819 - Surjya Ghosh, Tanaya Guha:
Towards Autism Screening through Emotion-guided Eye Gaze Response. 820-823 - Jessica Gemignani:
Classification of fNIRS data with LDA and SVM: a proof-of-concept for application in infant studies. 824-827 - Jessica Gemignani, Judit Gervain:
A practical guide for synthetic fNIRS data generation. 828-831 - Zhiwei Chen, Wenqiang Luo, Qi Zhang, Baiying Lei, Tianfu Wang, Zhong Chen, Yuan Fu, Peidong Guo, Changchuan Li, Teng Ma, Yue Ding, Jiang Liu:
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network. 832-835 - Jiahua Xu, Zheng Wu, Andreas Nürnberger, Bernhard A. Sabel:
Interhemispheric Cortical Network Connectivity Reorganization Predicts Vision Impairment in Stroke. 836-840 - Madhurima Patra, B. S. Rajeshwari, Arnab Sengupta, Amit Patra, Nirmalya Ghosh:
Wavelet based event detection in the phonocardiogram of prolapsed mitral valve. 841-844 - Ville Ahonen, Marko Leino, Tarmo Lipping:
Electroencephalography in Evaluating Mental Workload of Gaming. 845-848 - Illia Fedorin, Kostyantyn Slyusarenko:
Consumer Smartwatches As a Portable PSG: LSTM Based Neural Networks for a Sleep-Related Physiological Parameters Estimation. 849-452 - Nina Sviridova, Pietro Artoni, Michela Fagiolini, Takao K. Hensch, Kazuyuki Aihara:
Dynamical Characteristics of Wild-Type Mouse Spontaneous Pupillary Fluctuations*. 853-856 - Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Yazan Ali Jarrah, Shixiong Chen, Guanglin Li:
HD-sEMG Signal Denoising Method for Improved Classification Performance in Transhumeral Amputees Pros thesis Control. 857-861 - Maximiliano Mollura, Li-Wei H. Lehman, Riccardo Barbieri:
Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics. 862-865 - Dongze Wang, Yue Sun, Yue Xiao, Yifan Chen:
An Optimal Strategy for Individualized Drug Delivery Therapy: A Molecular Communication Inspired Waveform Design Perspective. 866-869 - Shivani Yadav, Dipanjan Gope, Uma Maheswari Krishnaswamy, Prasanta Kumar Ghosh:
Role of breath phase and breath boundaries for the classification between asthmatic and healthy subjects. 870-873 - Jinping Li, Ying Hou, Juan Wang, Huitian Zheng, Chengfan Wu, Na Zhang, Ke Li:
Functional Muscle Network in Post-stroke Patients during Quiet Standing*. 874-877 - Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas:
A Graph-Based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces. 878-881 - Yuntao Xie, Lang Qin, Hongcheng Tan, Xinyang Li, Bisen Liu, Huan Wang:
Automatic 12-Leading Electrocardiogram Classification Network with Deformable Convolution. 882-885 - Arijit Ukil, Ishan Sahu, Angshul Majumdar, Sai Chander Racha, Gitesh Kulkarni, Anirban Dutta Choudhury, Sundeep Khandelwal, Avik Ghose, Arpan Pal:
Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices. 886-889 - Christodoulos Kechris, Alexandros Delitzas, Vasileios Matsoukas, Panagiotis C. Petrantonakis:
Removing Noise from Extracellular Neural Recordings Using Fully Convolutional Denoising Autoencoders. 890-893 - Bruno V. Mendes, Ana Maria Tomé, Isabel M. Santos, Pedro Bem-Haja:
Analysis of eyewitness testimony using electroencephalogram signals. 894-897 - Shan He, Hilmi R. Dajani, Miodrag Bolic:
Novel Cuffless Blood Pressure Estimation Method Using a Bayesian Hierarchical Model. 898-901 - Serena Zanelli, Mounim A. El-Yacoubi, Magid Hallab, Mehdi Ammi:
Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals. 902-905 - Nicolina Sciaraffa, Daniele Germano, Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò:
Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis. 906-909 - Yassawe Kainolda, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari:
Is Riemannian Geometry Better than Euclidean in Averaging Covariance Matrices for CSP-based Subject-Independent Classification of Motor Imagery? 910-914 - Ilias Bilionis, Georgios K. Apostolidis, Vasileios S. Charisis, Christos N. Liatsos, Leontios J. Hadjileontiadis:
Non-invasive Detection of Bowel Sounds in Real-life Settings Using Spectrogram Zeros and Autoencoding. 915-919 - Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko:
Towards Deeper Neural Networks for Neonatal Seizure Detection. 920-923 - Maria Grazia Puxeddu, Manuela Petti, Laura Astolfi:
Multi-layer analysis of multi-frequency brain networks as a new tool to study EEG topological organization. 924-927 - Peihao Li, Evangelos Piliouras, Vahe Poghosyan, Majed H. Al-Hameed, Taous-Meriem Laleg-Kirati:
Automatic Detection of Epileptiform EEG Discharges based on the Semi-Classical Signal Analysis (SCSA) method. 928-931 - Elena Merdjanovska, Aleksandra Rashkovska:
Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network. 932-936 - Luigi Truppa, Pietro Garofalo, Michele Raggi, Elena Bergamini, Giuseppe Vannozzi, Angelo M. Sabatini, Andrea Mannini:
Magnetic-free Extended Kalman Filter for upper limb kinematic assessment in Yoga. 937-940 - Evan M. Dastin-van Rijn, Nicole R. Provenza, Matthew T. Harrison, David A. Borton:
How do packet losses affect measures of averaged neural signalsƒ. 941-944 - Sunghea Park, Sven Altermatt, Sandra Widmer Beierlein, Anja Blechschmidt, Claire Reymond, Markus Degen, Eliane Rickert, Sandra Wyss, Katrin P. Kuntner, Simone Hemm:
Evaluation of the Potential of Automatic Naming Latency Detection for Different Initial Phonemes during Picture Naming Task. 945-950 - Mohamed Zaid, Salman Ahmad, Ahmad Suliman, Maraya Camazine, Isaac Weber, Jared Sheppard, Mihail Popescu, James Keller, Laurel Despins, Marjorie Skubic, Giovanna Guidoboni:
Noninvasive cardiovascular monitoring based on electrocardiography and ballistocardiography: a feasibility study on patients in the surgical intensive care unit. 951-954 - Viviana Gómez-Orozco, Cristian Blanco Martínez, David Augusto Cárdenas-Peña, Paula Marcela Herrera-Gómez, Álvaro Ángel Orozco-Guitiérrez:
EEG representation approach based on Kernel Canonical Correlation Analysis highlighting discriminative patterns for BCI applications. 955-958 - Rosanne Zerafa, Tracey A. Camilleri, Kenneth P. Camilleri:
SAT: A Switch-And-Train Framework for Real-Time Training of SSVEP-based BCIs*. 959-962 - Kandala N. V. P. S. Rajesh, T. Sunil Kumar:
Schizophrenia Detection in Adolescents from EEG Signals using Symmetrically weighted Local Binary Patterns. 963-966 - Zhenghao Guo, Verity M. McClelland, Zoran Cvetkovic:
Unravelling Causal Relationships Between Cortex and Muscle with Errors-in-variables Models. 967-970 - Ying Gu, Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen:
Prediction of severe adverse event from vital signs for post-operative patients. 971-974 - Yuhan Chen, Michael D. Wilkins, Jeffrey Barahona, Alan J. Rosenbaum, Michael A. Daniele, Edgar J. Lobaton:
Toward Automated Analysis of Fetal Phonocardiograms: Comparing Heartbeat Detection from Fetal Doppler and Digital Stethoscope Signals. 975-979 - Varun Mandalapu, Joseph M. Hart, John C. Lach, Jiaqi Gong:
Rehabilitation Tracking of Athletes Post Anterior Cruciate Ligament Reconstruction (ACL-R) Surgery Through Causal Analysis of Gait Data & Computational Modeling. 980-984 - Gregorio Dotti, Marco Ghislieri, Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra:
The Effect of Number of Gait Cycles on Principal Activation Extraction. 985-988 - Edoardo Maria Polo, Maximiliano Mollura, Marta Lenatti, Marco Zanet, Alessia Paglialonga, Riccardo Barbieri:
Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method. 989-992 - Xuanteng Yan, Georgios D. Mitsis, Marie-Hélène Boudrias:
Identification of Beta Oscillatory Patterns During a Hand Grip Motor Task: A Comparative Analysis pre- and post-Exercise. 993-996 - Mahsa Aghaeeaval, Nathaniel Bendahan, Zaitoon Shivji, Carter McInnis, Amoon Jamzad, Lysa Boisse Lomax, Garima Shukla, Parvin Mousavi, Gavin P. Winston:
Prediction of patient survival following postanoxic coma using EEG data and clinical features. 997-1000 - Wenwen He, Yalan Ye, Yunxia Li, Tongjie Pan, Li Lu:
Online Cross-subject Emotion Recognition from ECG via Unsupervised Domain Adaptation. 1001-1005 - Carlos Emiliano Solórzano-Espíndola, Erik Zamora, Humberto Sossa:
Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks. 1006-1009 - Minoo Ashoori, Eugene M. Dempsey, Fiona B. McDonald, John M. O'Toole:
Sparse-Denoising Methods for Extracting Desaturation Transients in Cerebral Oxygenation Signals of Preterm Infants. 1010-1013 - Anil Kamat, Basiel Makled, Jack Norfleet, Xavier Intes, Anirban Dutta, Suvranu De:
Brain network effects related to physical and virtual surgical training revealed by Granger causality. 1014-1017 - Giulia Rocco, Jérôme Lebrun, Olivier Meste, Marie-Noële Magnie-Mauro:
A Chiral fNIRS Spotlight on Cerebellar Activation in a Finger Tapping Task. 1018-1021 - Giulia Rocco, Hervé Rix, Jérôme Lebrun, Sophie Guetat, Lucile Chanquoy, Olivier Meste, Marie-Noële Magnie-Mauro:
Single-Trial Detection of Event-Related Potentials with Integral Shape Averaging: An Application to the Elusive N400. 1022-1025 - Paul Leamy, Ted Burke, Dan Barry, David Dorran:
Audio-based cough counting using independent subspace analysis. 1026-1030 - Weinan Wang, Pedram Mohseni, Kevin L. Kilgore, Laleh Najafizadeh:
Cuff-Less Blood Pressure Estimation via Small Convolutional Neural Networks. 1031-1034 - Moxin Duan, Lingling Wang, Xiaoya Liu, Fangyue Su, Li An, Shuang Liu:
Abnormal brain activity in fronto-central regions in mental disorders with suicide: An EEG Study. 1035-1038 - Dung Truong, Michael P. Milham, Scott Makeig, Arnaud Delorme:
Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral Features. 1039-1042 - Sajila D. Wickramaratne, Md Shaad Mahmud:
LSTM based GAN Networks for Enhancing Ternary Task Classification Using fNIRS Data. 1043-1046 - Xingchen Ran, Yiwei Zhang, Chenye Shen, Blaise Yvert, Weidong Chen, Shaomin Zhang:
Dimensionality Reduction of Local Field Potential Features with Convolution Neural Network in Neural Decoding: A Pilot Study. 1047-1050 - Zhangsihao Yang, Jianfeng Wu, Paul M. Thompson, Yalin Wang:
Deep Learning on SDF for Classifying Brain Biomarkers. 1051-1054 - Anan Yaghmour, Md. Rafiul Amin, Rose T. Faghih:
Decoding a Music-Modulated Cognitive Arousal State using Electrodermal Activity and Functional Near-infrared Spectroscopy Measurements. 1055-1060 - Andac Demir, Toshiaki Koike-Akino, Ye Wang, Masaki Haruna, Deniz Erdogmus:
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals. 1061-1067 - Leandro Mateus Giacomini Rocha, Guilherme Paim, Dwaipayan Biswas, Sergio Bampi, Francky Catthoor, Chris Van Hoof, Nick Van Helleputte:
LSTM-only Model for Low-complexity HR Estimation from Wrist PPG. 1068-1071 - Begum Kasap, Kourosh Vali, Weitai Qian, Wai Ho Chak, Ata Vafi, Naoki Saito, Soheil Ghiasi:
Multi-Detector Heart Rate Extraction Method for Transabdominal Fetal Pulse Oximetry*. 1072-1075 - Kecheng Shi, Rui Huang, Fengjun Mu, Zhinan Peng, Jie Yin, Hong Cheng:
Channel Synergy-based Human-Robot Interface for a Lower Limb Walking Assistance Exoskeleton. 1076-1081 - Emran Ali, Radhagayathri K. Udhayakumar, Maia Angelova, Chandan K. Karmakar:
Performance Analysis of Entropy Methods in Detecting Epileptic Seizure from Surface Electroencephalograms. 1082-1085 - Sarai Velazco, Delina Kambo, Kevin Yu, Anushka Saha, Emily Beckman, Nishant Mysore, Gert Cauwenberghs:
Modeling Gene Expression: Lac operon. 1086-1091 - Michael Briden, Narges Norouzi:
WaveFusion Squeeze-and-Excitation: Towards an Accurate and Explainable Deep Learning Framework in Neuroscience. 1092-1095 - Deniz Kocanaogullari, Xiaofei Huang, Jennifer Mak, Minmei Shih, Elizabeth Skidmore, George F. Wittenberg, Sarah Ostadabbas, Murat Akçakaya:
Fine-tuning and Personalization of EEG-based Neglect Detection in Stroke Patients. 1096-1099 - Kourosh Vali, Begum Kasap, Weitai Qian, Ata Vafi, Mahya Saffarpour, Soheil Ghiasi:
Estimation of Fetal Blood Oxygen Saturation from Transabdominally Acquired Photoplethysmogram Waveforms*. 1100-1103 - Feryal A. Alskafi, Ahsan H. Khandoker, Herbert F. Jelinek:
A Comparative Study of Arousal and Valence Dimensional Variations for Emotion Recognition Using Peripheral Physiological Signals Acquired from Wearable Sensors*. 1104-1107 - Antonia K. Martínez-Reyna, Guadalupe Dorantes-Méndez, Bersain Alexander Reyes:
Analysis of Heart Rate Variability to Detect Changes Associated with Stress Using Cardiac Information Obtained via a Smartphone. 1108-1111 - Navaneethakrishna Makaram, S. R. Manuskandan:
Analysis of Heart Rate Variability in Normal and Diabetic ECG signals using Fragmentation Approach. 1112-1115 - Ming Li, Huan Gao, Yu Qi, Gang Pan:
A Brain Biometric-based Identification Approach Using Local Field Potentials. 1116-1119 - Fan Yang, Guijin Wang, Chuankai Luo, Zijian Ding:
Improving Automatic Detection of ECG Abnormality with Less Manual Annotations using Siamese Network. 1120-1123 - Søren M. Rasmussen, Malte E. K. Jensen, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen:
Semi-Supervised Analysis of the Electrocardiogram Using Deep Generative Models. 1124-1127 - Yalan Ye, Ziqi Liu, Ziwei Huang, Tongjie Pan, Zhengyi Wan:
End-to-End Versatile Human Activity Recognition with Activity Image Transfer Learning. 1128-1131 - Chuankai Luo, Guijin Wang, Zijian Ding, Hui Chen, Fan Yang:
Segment Origin Prediction: A Self-supervised Learning Method for Electrocardiogram Arrhythmia Classification. 1132-1135 - Carlos H. Mendoza-Cardenas, Austin J. Brockmeier:
Shift-invariant waveform learning on epileptic ECoG. 1136-1139 - Yalan Ye, Xin Zhu, Yunxia Li, Tongjie Pan, Wenwen He:
Cross-subject EEG-based Emotion Recognition Using Adversarial Domain Adaption with Attention Mechanism. 1140-1144 - Yalan Ye, Guocheng Xiong, Zhengyi Wan, Tongjie Pan, Ziwei Huang:
PPG-based Biometric Identification: Discovering and Identifying a New User. 1145-1148 - Jayendhra Shiva, S. R. Manuskandan, M. Joseph, Navaneethakrishna Makaram, Periyamolapalayam Allimuthu Karthick:
Analysis of Facial Electromyography Signals Using Linear and Non-Linear Features for Human-Machine Interface. 1149-1152 - Jianzhong Chen, Ke Sun, Yi Sun, Xinxin Li:
Signal Quality Assessment of PPG Signals using STFT Time-Frequency Spectra and Deep Learning Approaches. 1153-1156 - Florian Wolling, Sudam Maduranga Wasala, Kristof Van Laerhoven:
Optimal Preprocessing of Raw Signals from Reflective Mode Photoplethysmography in Wearable Devices. 1157-1163 - Rui Cao, Seyed Amir Hossein Aqajari, Emad Kasaeyan Naeini, Amir M. Rahmani:
Objective Pain Assessment Using Wrist-based PPG Signals: A Respiratory Rate Based Method. 1164-1167 - Tieying Xu, Maria A. Lizarralde-Iragorri, Jean Roman, Emile Martincic, Valentine Brousse, Wassim El Nemer, Olivier Français, Bruno Le Pioufle:
Reusable Device for the Electrical Sensing of Red Blood Cells Rigidity Abnormalities, Based on A Reversible Microfluidic Assembly *. 1168-1171 - Yangchao Zhou, Meihang He, Xuexin Duan:
100% Single Cell Encapsulation via Acoustofluidic Printing Based on a Gigahertz Acoustic Resonator. 1172-1175 - Monica Liliana Mejía, Maria E. Moncada, Claudia Patricia Ossa-Orozco:
Poly (vinyl alcohol)/Silk Fibroin/Ag NPs composite nanofibers for bone tissue engineering. 1176-1180