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ORCID14th BIOSTEC BIOSIGNALS 2021
- Bethany K. Bracken, Ana Fred, Hugo Gamboa:
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, Volume 4: BIOSIGNALS, Online Streaming, February 11-13, 2021. SCITEPRESS 2021, ISBN 978-989-758-490-9
Invited Speakers
- Athanasios Tsanas:
Capitalizing on Patient Reported Outcome Measures, Wearables, and Smartphones Towards Developing New Clinical Decision Support Tools for Frequent, Remote, Longitudinal Monitoring of Chronic Disorders. BIOSTEC 2021: 5 - Thomas Ostermann:
Psychological Perspectives and Challenges towards Information Technology and Digital Health Interventions. 7-12 - Mireya Fernández-Chimeno:
ETERNITY: European Training Network on Electromagnetic Risks in Medical Technology. BIOSTEC 2021: 13 - Tiago João Guerreiro:
Democratizing Data-driven Healthcare. BIOSTEC 2021: 15
Papers
- Daivaras Sokas, Andrius Rapalis, Andrius Petrenas, Saulius Daukantas, Vaidotas Marozas:
Evaluation of Stair Climbing as an Approach for Estimating Heart Rate Recovery in Daily Activities. 21-25 - Vincent Rouanne, Maciej Sliwowski, Thomas Costecalde, Alim-Louis Benabid, Tetiana Aksenova:
Detection of Error Correlates in the Motor Cortex in a Long Term Clinical Trial of ECoG based Brain Computer Interface. 26-34 - Eri Shibayama, Taira Suzuki:
Chaotic Changes in Fingertip Pulse Waves during Autobiographical Memory Retrieval. 35-41 - Norman Pfeiffer, Toni Wachter, Jürgen Frickel, Christian Hofmann, Abdelhamid Errachid, Albert Heuberger:
Elliptical Fitting as an Alternative Approach to Complex Nonlinear Least Squares Regression for Modeling Electrochemical Impedance Spectroscopy. 42-49 - Justus Eilers, Jonas Chromik, Bert Arnrich:
Choosing the Appropriate QRS Detector. 50-59 - Achilleas Chytas, Dimitris Fotopoulos, Vassilis Kilintzis, Elisavet Koutsiana, Ioannis Ladakis, E. Kiana, Theodoros Loizidis, Ioanna Chouvarda:
Characterization of Upper Limb Functionality Caused by Neuromuscular Disorders using Novel Motion Features from a Specialized Gaming Platform. 60-68 - Jakub Wagner
, Pawel Mazurek:
Estimation of Movement Speed in Monitoring Systems based on Sensors of Multiple Types. 69-79 - António Santos, João Rodrigues, Duarte Folgado, Sara Santos, Carlos Fujão, Hugo Gamboa:
Self-Similarity Matrix of Morphological Features for Motion Data Analysis in Manufacturing Scenarios. 80-90 - Pedro Matias, Duarte Folgado, Hugo Gamboa, André V. Carreiro:
Robust Anomaly Detection in Time Series through Variational AutoEncoders and a Local Similarity Score. BIOSIGNALS 2021: 91-102 - Giovanni Costantini, Pietro Di Leo, Francesco Asci, Zakarya Zarezadeh, Luca Marsili, Vito Errico, Antonio Suppa, Giovanni Saggio:
Machine Learning based Voice Analysis in Spasmodic Dysphonia: An Investigation of Most Relevant Features from Specific Vocal Tasks. 103-113 - Pedro Gómez Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Athanasios Tsanas:
Performance of Monosyllabic vs Multisyllabic Diadochokinetic Exercises in Evaluating Parkinson's Disease Hypokinetic Dysarthria from Fluency Distributions. 114-123 - Athanasios Tsanas, Siddharth Arora:
Assessing Parkinson's Disease Speech Signal Generalization of Clustering Results across Three Countries: Findings in the Parkinson's Voice Initiative Study. 124-131 - Dávid Sztahó, Gábor Kiss, Miklós Gábriel Tulics:
Deep Learning Solution for Pathological Voice Detection using LSTM-based Autoencoder Hybrid with Multi-Task Learning. 135-141 - Sergey V. Bozhokin, Irina B. Suslova:
Wavelet Correlation of Non-stationary Bursts of EEG. 142-149 - Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao:
Cross-phase Emotion Recognition using Multiple Source Domain Adaptation. 150-157 - Alessa Anjos de Oliveira, Maria Eugenia Dajer, João Paulo Teixeira:
Clustering Pathologic Voice with Kohonen SOM and Hierarchical Clustering. 158-163 - Surej Mouli, Ramaswamy Palaniappan, Jane Ollis, Ian McLoughlin, Rahul Kanegaonkar, Sunil Arora:
Tragus based Vagus Nerve Stimulation for Stress Reduction. 164-168 - Tegegn Dagmawi Delelegn, Italo Zoppis, Sara Manzoni, Cezar Sas, Edoardo Lotti:
Convolutional Neural Networks for Quantitative Prediction of Different Organic Materials using Near-Infrared Spectrum. BIOSIGNALS 2021: 169-176 - Erika Lutin, Ryuga Hashimoto, Walter De Raedt, Chris Van Hoof:
Feature Extraction for Stress Detection in Electrodermal Activity. 177-185 - Lukás Vareka:
Comparison of Convolutional and Recurrent Neural Networks for the P300 Detection. 186-191 - Muhammad Usama Rizwan, Nadeem Ahmad Khan, Rushda Basir Ahmad, Muneeb Ijaz:
Surface EMG-based Profiling and Fatigue Analysis of the Biceps Brachii Muscle of Cricket Bowlers. 192-199 - Quadri Adewale, George Panoutsos:
Mental Workload Estimation using Wireless EEG Signals. 200-207 - Konstantin Egorov, Elena Sokolova, Manvel Avetisian, Alexander Tuzhilin:
Noise-resilient Automatic Interpretation of Holter ECG Recordings. 208-214 - Yale Hartmann, Hui Liu, Tanja Schultz:
Feature Space Reduction for Human Activity Recognition based on Multi-channel Biosignals. 215-222 - Abdullah Biran, Aleksandar Jeremic:
Segmented ECG Bio Identification using Fréchet Mean Distance and Feature Matrices of Fiducial QRS Features. 223-227 - Marisa Oliveira, Jorge Oliveira, Rui Camacho, Carlos Abreu Ferreira:
A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population. 228-234 - Kei Hasegawa, Hikaru Miyamoto, Yuki Ashida, Yuki Ban, Rui Fukui, Masahiro Inazawa, Shin'ichi Warisawa:
Estimation of Affective State based on Keystroke and Typing Vibration during Computer-Mediated Communication. 235-242 - Marisol Cristel Galarza Flores, Cristian Lopez Del Alamo, Juan Felipe Miranda Medina:
Classification of Myoelectric Surface Signals of Hand Movements using Supervised Learning Techniques. BIOSIGNALS 2021: 243-251 - Lucca R. Peregrino, Jordy V. Gomes, Thaís Gaudencio do Rêgo, Yuri de A. M. Barbosa, Telmo de Menezes e Silva Filho, Andrew D. A. Maidment, Bruno Barufaldi:
Automatic Segmentation of Mammary Tissue using Computer Simulations of Breast Phantoms and Deep-learning Techniques. 252-259 - Félix Nieto-del-Amor, Yiyao Ye-Lin, Javier Garcia-Casado, Alba Diaz-Martinez, María González Martínez, Rogelio Monfort-Ortiz, Gema Prats-Boluda:
Dispersion Entropy: A Measure of Electrohysterographic Complexity for Preterm Labor Discrimination. 260-267 - Amirmohammad Shamaei, Jana Starcuková, Zenon Starcuk Jr.:
A Wavelet Scattering Convolutional Network for Magnetic Resonance Spectroscopy Signal Quantitation. 268-275 - Luciana Albuquerque, Catarina Oliveira, António Teixeira, Daniela Figueiredo:
Eppur si muove: Formant Dynamics is Relevant for The Study of Speech Aging Effects. 276-283 - Luís Fillype da Silva, Jonathan Araujo Queiroz, Caroline Vanessa, Allan Kardec Barros, Gean Carlos Lopes, Letícia Cabral:
Separation Method of Atrial Fibrillation Classes with High Order Statistics and Classification using Machine Learning. 284-291 - Masahiro Inazawa, Yuki Ban, Naoki Tateyama, Shin'ichi Warisawa:
Estimation of Chronic Stress by Measuring Sympathetic Sedation Time. 292-298 - Tim Sziburis, Markus Nowak, Davide Brunelli:
Prototype Reduction on sEMG Data for Instance-based Gesture Learning towards Real-time Prosthetic Control. 299-305 - Júlia F. Soares, Rodolfo Abreu, Ana Cláudia Lima, Sónia Batista, Lívia Sousa, Miguel Castelo-Branco, João V. Duarte:
On the Optimal Strategy for Tackling Head Motion in fMRI Data. 306-313 - Florian Gondesen, Dieter Gollmann:
CIBA: Continuous Interruption-free Brain Authentication. 314-319 - Joana Silva, Nuno Cardoso, Jorge Ribeiro, Alberto Carvalho, Mariana Pereira, Fernando Ricaldoni, Carlos Resende, João Oliveira:
FRADE: Pervasive Platform for Fall Risk Assessment, Prevention and Fall Detection. 320-326 - Joana Sousa, Joana Silva, Ricardo Leonardo, Hugo Gamboa, Josefa Domingos:
Inertial-based Gait Analysis Applied to Patients with Parkinson Disease. 327-334 - Mateusz Dubiel, Minoru Nakayama, Xin Wang:
Evaluating Synthetic Speech Workload with Oculo-motor Indices: Preliminary Observations for Japanese Speech. 335-342 - Pauline Jurczynski, Steven Le Cam, Bruno Rossion, Radu Ranta:
Separating Local and Propagated Contributors to the Behnke-fried Microelectrode Recordings. 343-350 - Shih-Ting Huang, Yue Jiang, Hao-Chiang Shao:
Convolution-based Soma Counting Algorithm for Confocal Microscopy Image Stacks. 351-356 - Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali:
Automatic Emotion Recognition from DEMoS Corpus by Machine Learning Analysis of Selected Vocal Features. 357-364 - Tomomi Okano, Minoru Nakayama:
The Relationship between Psychological Workload and Oculomotor Indices under Visual Search Task Execution. 365-371
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