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ORCID13th BIOSTEC BIOSIGNALS 2020: Valletta, Malta
- Pedro Gómez Vilda, Ana Fred, Hugo Gamboa:
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) - Volume 4: BIOSIGNALS, Valletta, Malta, February 24-26, 2020. SCITEPRESS 2020, ISBN 978-989-758-398-8
Invited Speakers
- Roy A. Ruddle:
Visualizing Health Data - From Fundamental Research to Successful Applications. BIOSTEC 2020: 5 - Helena Canhão:
Patient Innovation - When Patients Innovate and Improve Their Lives. BIOSTEC 2020: 7 - Eduardo Aguilar, Bhalaji Nagarajan
, Rupali Khatun, Marc Bolaños, Petia Radeva:
Uncertainty Modeling and Deep Learning Applied to Food Image Analysis. 9-16 - Andreas Holzinger:
Towards Robust Machine Learning in the Medical Domain. BIOSTEC 2020: 17
Papers
- Rushda Basir Ahmad, Nadeem Ahmad Khan:
Exploring the Merit of Collaboration in Classification and Compression of Epilepsy EEG Signal. 23-29 - Cátia Cepeda, Maria Camila Dias, Dina Rindlisbacher, Marcus Cheetham, Hugo Gamboa:
Eye-pointer Coordination in a Decision-making Task Under Uncertainty. 30-37 - Shiva Khoshnoud, Mohammad Ali Nazari, Mousa Shamsi:
Source-based Multifractal Detrended Fluctuation Analysis for Discrimination of ADHD Children in a Time Reproduction Paradigm. 38-48 - Xianyin Hu, Shangyin Zou, Yuki Ban, Shin'ichi Warisawa:
The Effect of Maxblur-pooling in Neural Networks on Shift-invariance Issue in Various Biological Signal Classification Tasks. 49-59 - Jorge Sanchez-Casanova, Judith Liu-Jimenez, Pablo Fernández López, Raul Sánchez-Reillo:
Recurrent Neural Network for Gait Pathology Detection. 60-67 - Rosanne Zerafa, Tracey A. Camilleri, Owen Falzon, Kenneth P. Camilleri:
An Autoregressive Multiple Model Probabilistic Framework for the Detection of SSVEPs in Brain-Computer Interfaces. 68-78 - Sara Santos, Duarte Folgado, João Rodrigues, Nafiseh Mollaei, Carlos Fujão, Hugo Gamboa:
Explaining the Ergonomic Assessment of Human Movement in Industrial Contexts. 79-88 - Victor Hugo Batista Tsukahara, Pedro Virgilio Basilio Jeronymo, Jasiara Carla de Oliveira, Vinicius Rosa Cota, Carlos Dias Maciel:
Delayed Mutual Information to Develop Functional Analysis on Epileptic Signals. 89-97 - K. E. P. Pinho, Pedro Miguel Gewehr, A. C. Pinho, Andreia Magri Gusso, Carlos Alberto Goedert:
Image Evaluation in Magnetic Resonance Cholangiopancreatography. 98-105 - Valentine Wargnier-Dauchelle, Camille Simon Chane, Aymeric Histace:
Saliency Maps of Video-colonoscopy Images for the Analysis of Their Content and the Prevention of Colorectal Cancer Risks. 106-114 - M. Mezghani, Nicola Hagemeister, M. Kouki, Youssef Ouakrim, Alexandre Fuentes, Neila Mezghani:
Prediction of the Impact of Physical Exercise on Knee Osteoarthritis Patients using Kinematic Signal Analysis and Decision Trees. 115-120 - István Ketykó, Ferenc Kovács:
On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition. 121-132 - Yale Hartmann, Hui Liu, Tanja Schultz:
Feature Space Reduction for Multimodal Human Activity Recognition. 135-140 - Rushda Basir Ahmad, Nadeem Ahmad Khan, Muhammad Usama Rizwan:
A Study on Variation in EMG Trends under Different Muscular Energy Condition for Repeated Isokinetic Dumbbell Curl Exercise. 141-148 - Gul Hameed Khan, M. Asim Hashmi, Mian M. Awais, Nadeem A. Khan, Rushda Basir Ahmad:
High Performance Multi-class Motor Imagery EEG Classification. 149-155 - Patrick Schemrbi, Mariusz Pelc, Jixin Ma:
Impact of Mental Fatigue during Repetitive Exercises of a Visual P300 Speller. 156-163 - Harald Loose, Laura Tetzlaff, Jon Lindström Bolmgren:
A Public Dataset of Overground and Treadmill Walking in Healthy Individuals Captured by Wearable IMU and sEMG Sensors. 164-171 - Eri Shibayama, Kasumi Tanaka, Taira Suzuki:
Changes in a Chaotic Fluctuation of Eye Movement Produced by Stiff Shoulder Treatment. 172-178 - Bethany K. Bracken, Colette Houssan, John Broach, Andrew Milsten, Calvin Leather, Sean Tobyne, Aaron Winder, Mike Farry:
Evaluation of a New Functional near Infrared Spectroscopy (fNIRS) Sensor, the fNIRS Explorer™, and Software to Assess Cognitive Workload during Ecologically Valid Tasks. 179-186 - Alejandro Antonio Torres García, Luis Alfredo Moctezuma, Marta Molinas:
Assessing the Impact of Idle State Type on the Identification of RGB Color Exposure for BCI. 187-194 - Ga-Young Choi, Changhee Han, Hyunmi Lim, Jeonghun Ku, Won-Seok Kim, Han-Jeong Hwang:
Electroencephalography-based Motor Hotspot Detection. 195-198 - Shahab Pasha, Jan Lundgren, Marco Carratù, Patrik Wreeby, Consolatina Liguori:
Two-stage Artificial Intelligence Clinical Decision Support System for Cardiovascular Assessment using Convolutional Neural Networks and Decision Trees. 199-205 - Xinqi Bao, Yansha Deng, Nicholas Gall, Ernest Nlandu Kamavuako:
Analysis of ECG and PCG Time Delay around Auscultation Sites. 206-213 - Italo Zoppis, Alessio Zanga, Sara Manzoni, Giulia Cisotto, Angela Morreale, Fabio Stella, Giancarlo Mauri:
An Attention-based Architecture for EEG Classification. 214-219 - Letícia Fernandes, Marília Barandas, Hugo Gamboa:
Learning Human Behaviour Patterns by Trajectory and Activity Recognition. 220-227 - Stefan Kochev, Neven Stevchev, Svetlana Kocheva, Tome Eftimov, Monika Simjanoska:
A Novel Approach for Modelling the Relationship between Blood Pressure and ECG by using Time-series Feature Extraction. 228-235 - João Pestana, David Belo, Hugo Gamboa:
Detection of Abnormalities in Electrocardiogram (ECG) using Deep Learning. 236-243 - Somar Karheily, Ali Moukadem, Jean-Baptiste Courbot, Djaffar Ould Abdeslam:
Time-frequency Features for sEMG Signals Classification. 244-249 - Toshiki Iso:
Inferring Low-level Mental States of Mobile Users from Plethysmogram Features by Regression Models based on Kernel Method. 250-257 - Laura Prijot, Cédric Schwartz, Julien Watrin, Alex Mendes, Jean-Louis Croisier, Bénédicte Forthomme, Vincent Denoël, Olivier Brüls, Mohamed Boutaayamou:
Algorithm for Extracting Initial and Terminal Contact Timings during Treadmill Running using Inertial Sensors. 258-265 - Akira Takahashi, Masahiro Inazawa, Yuki Ban, Shin'ichi Warisawa:
Indirect Posture Correction System without Additional Equipment using Display Content Rotation. 266-273 - Minoru Nakayama, Yoshiya Hayakawa:
Impact of Task-evoked Mental Workloads on Oculo-motor Indices during a Manipulation Task. 274-279 - Alessa Anjos de Oliveira, Maria Eugenia Dajer, Paula Odete Fernandes, João Paulo Teixeira:
Clustering of Voice Pathologies based on Sustained Voice Parameters. 280-287 - Felipe L. Teixeira, João Paulo Teixeira:
Deep-learning in Identification of Vocal Pathologies. 288-295 - Hisham H. Hussein, Shaimaa A. Kandil, Khadeeja Amr:
Fractional Order Analysis of the Activator Model for Gene Regulation Process. 296-300 - Viacheslav E. Antsiperov, Gennady K. Mansurov, A. S. Bugaev:
Methods of the Pulse Wave Velocity Estimation based on Pneumatic Blood Pressure Sensor Data and Synchronous ECG Records. 301-307 - Seung Hee Yang, Minhwa Chung:
Improving Dysarthric Speech Intelligibility using Cycle-consistent Adversarial Training. 308-313 - Daisuke Matsuzuki, Kazuhiro Hotta:
Visualizing and Modifying Difficult Pixels in Cell Image Segmentation. 314-318 - Aleksandar Jeremic, Dejan Nikolic, Milena Kostadinovic, Milena Santric Milicevic:
Predicting Function Related Pain Outcomes using Comorbidity and Age Dependent Model. 319-323 - Abdullah Biran, Aleksandar Jeremic:
ECG based Human Identification using Short Time Fourier Transform and Histograms of Fiducial QRS Features. 324-329 - Sota Kato, Kazuhiro Hotta:
Cell Segmentation by Image-to-Image Translation using Multiple Different Discriminators. 330-335 - Katja Orlowski, Kai-Uwe Mrkor, Harald Loose, Stephanie John, Kerstin Witte:
Investigating the Gait of Lower Limb Amputees Regarding the Present Classification of Mobility Grades. 336-341 - Aleksandar Jeremic, Dejan Nikolic:
Detecting Neonatal Seizures using Short Time Fourier Transform and Frechet Distance. 342-347 - Anton Yu. Dolganov:
Possibilities of Predicting Arterial Pressure by Means of Heart Rate Variability. 348-354
Special Session on Mining Self-reported Outcome Measures, Clinical Assessments, and Non-invasive Sensor Data Towards Facilitating Diagnosis, Longitudinal Monitoring, and Treatment
- Agustín Álvarez, Andrés Gómez, Daniel Palacios-Alonso, Jirí Mekyska, Athanasios Tsanas, Pedro Gómez, Rafael Martínez:
Parkinson's Disease Glottal Flow Characterization: Phonation Features vs Amplitude Distributions. 359-368 - Athanasios Tsanas, Siddharth Arora:
Large-scale Clustering of People Diagnosed with Parkinson's Disease using Acoustic Analysis of Sustained Vowels: Findings in the Parkinson's Voice Initiative Study. 369-376 - Minhong Wang, Athanasios Tsanas, Guillaume Blin, Dave Robertson:
Assessing Preferred Proximity Between Different Types of Embryonic Stem Cells. 377-381 - Evdoxia Valavani, Dimitrios Doudesis, Ioannis Kourtesis, Richard F. M. Chin, Donald J. Macintyre, Sue Fletcher-Watson, James P. Boardman, Athanasios Tsanas:
Data-Driven Insights towards Risk Assessment of Postpartum Depression. 382-389
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