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ORCID15th BIOSTEC BIOSIGNALS 2022
- Athanasios Tsanas, Ana L. N. Fred, Hugo Gamboa:
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2022, Volume 4: BIOSIGNALS, Online Streaming, February 9-11, 2022. SCITEPRESS 2022, ISBN 978-989-758-552-4
Invited Speakers
- Federico Cabitza:
Wirewalking over Two Medical AI Chasms: Results and Open Problems in Making "Valid AI" Also Useful in Medical Practice. BIOSTEC 2022: 5 - Katja Bühler:
On Trust and Trustworthiness of Interpretable AI Methods for Decision Support in Radiology. BIOSTEC 2022: 7 - Ana Rita Londral:
Value-based Healthcare: Contributions from Biomedical Engineering. BIOSTEC 2022: 9
Papers
- Elena Merdjanovska, Miha Mohorcic, Matjaz Depolli, Aleksandra Rashkovska, Tomaz Javornik:
Data Compression for Wireless ECG Devices. 15-21 - Mayo Iizuka, Anna Yokokubo, Guillaume Lopez:
AroNap: A Scent-based Nap Promotion System. 22-30 - Rita Alves, João Rodrigues, Efthymia Ramou
, Susana I. C. J. Palma, Ana C. A. Roque, Hugo Gamboa:
Classification of Volatile Compounds with Morphological Analysis of e-nose Response. 31-39 - Yale Hartmann, Hui Liu, Steffen Lahrberg, Tanja Schultz:
Interpretable High-level Features for Human Activity Recognition. 40-49 - Eduarda Vaz, Heitor Cardoso, Plinio Moreno:
Evaluation of Fall Detection Approaches based on Virtual Devices: Leveraging on Motion Capture Data in Unity environments. 50-56 - Zhen Tang, Sasan Mahmoodi, Angela Darekar, Brigitte Vollmer:
Hypoxic-Ischaemic Encephalopathy Prognosis using Susceptibility Weighted Image Analysis based on Histogram Orientation Gradient. 57-62 - Sergey V. Bozhokin, Irina B. Suslova, Daniil Tarakanov:
Wavelet based Method of Mapping the Brain Activity Waves Travelling over the Cerebral Cortex. 63-73 - Wei Chen, Haruka Kamachi, Anna Yokokubo, Guillaume Lopez:
Bone Conduction Eating Activity Detection based on YAMNet Transfer Learning and LSTM Networks. 74-84 - Xinqi Bao, Fenghe Hu, Yujia Xu, Mohamed Trabelsi, Ernest Nlandu Kamavuako:
Paroxysmal Atrial Fibrillation Detection by Combined Recurrent Neural Network and Feature Extraction on ECG Signals. 85-90 - Rodrigo Lima, Muhammad Asif Ahmad, Honorato Sousa, Sergi Bermúdez i Badia:
Adaptive Control of Cardio-respiratory Training in a Virtual Reality Hiking Simulation: A Feasibility Study. 91-99 - Alihuén García-Pavioni, Beatriz López:
A New Method of Dimensionality Reduction for Large Time Series Applied to Accelerometer Wristbands' Signals. 103-110 - Gaganjot Kaur, Jeff Kilby:
Contactless Heart Rate Measurement using Image Processing. 111-116 - Tracey A. Camilleri, Jeanluc Mangion, Kenneth P. Camilleri:
Exploiting EEG-extracted Eye Movements for a Hybrid SSVEP Home Automation System. 117-127 - José Torres, Jorge Oliveira, Elsa Ferreira Gomes:
The Usage of Data Augmentation Strategies on the Detection of Murmur Waves in a PCG Signal. 128-132 - Utkars Jain, Adam A. Butchy, Michael T. Leasure, Veronica A. Covalesky, Daniel McCormick, Gary S. Mintz:
12-Lead ECG Reconstruction via Combinatoric Inclusion of Fewer Standard ECG Leads with Implications for Lead Information and Significance. 133-141 - Marta Babel Guerreiro, Cátia Cepeda, Joana Sousa, Carolina Maio, João Ferreira, Hugo Gamboa:
Prediction of Personal Characteristics and Emotional State based on Voice Signals using Machine Learning Techniques. 142-149 - Felix Wichum, Jacqueline Hassel, Christian Wiede, Karsten Seidl:
Contactless Measurement of Respiratory Volumes: A Calibration Free Method based on Depth Information. 150-158 - Nafiseh Mollaei, Cátia Cepeda, João Rodrigues, Hugo Gamboa:
Biomedical Text Mining: Applicability of Machine Learning-based Natural Language Processing in Medical Database. 159-166 - C. Bousnah, S. Anebajagane, O. Monsarrat, J.-Ph. Conge, Hichem Maaref, Vincent Vigneron:
Optimization of Tracer Dose for Scintigraphic Imagery. 167-175 - Sabry Abdalla M., Lubos Omelina, Jan Cornelis, Bart Jansen:
Iris Segmentation based on an Optimized U-Net. 176-183 - Robert Erzgräber, Falko Lischke, Frank Bahrmann, Hans-Joachim Böhme:
RoSe: Robot Sentinel as an Alternative for Medicinal or Physical Fixation and for Human Sitting Vigils. 184-191 - Metin Calis, Massimo Mischi, Alle-Jan van der Veen, Borbála Hunyadi:
Denoising of Dynamic Contrast-enhanced Ultrasound Sequences: A Multilinear Approach. 192-199 - Rama Krishna Thelagathoti, Hesham H. Ali:
The Comparison of Various Correlation Network Models in Studying Mobility Data for the Analysis of Depression Episodes. 200-207 - Christian Wiede, Carolin Wuerich, Anton Grabmaier:
A Calibration-free Blood Pressure Measurement on a Scale: Concept and Challenges. 208-214 - Dávid Sztahó, Miklós Gábriel Tulics, Jinzi Qi, Hugo Van hamme, Klára Vicsi:
Cross-lingual Detection of Dysphonic Speech for Dutch and Hungarian Datasets. 215-220 - Péter Nagy, Ákos Jobbágy:
A New Method to Determine Systolic Blood Pressure Indirectly Aided by Parallel Recording of ECG and PPG. 221-227 - Ryouichi Furukawa, Yohei Hayashi, Hideaki Kano, Junichi Matsumoto, Shoichi Honda, Kazuhiro Hotta:
Discovery of Effective Spectrum for Classifying iPS Cells Taken with CARS Microscope. 228-235 - Henning Schäfer, Hendrik Damm, Christoph M. Friedrich:
Heart Rate Estimation based on Optical Flow: Enabling Smooth Angle Changes in Ultrasound Simulation. 236-243 - Ana Santos Rodrigues, Birute Paliakaite, Saulius Daukantas, Andrius Solosenko, Andrius Petrenas, Vaidotas Marozas:
Personalized Evaluation of Life-threatening Conditions in Chronic Kidney Disease Patients: The Concept of Wearable Technology and Case Analysis. 244-250 - Mirjana M. Platisa, Nikola N. Radovanovic, Aleksandar Kalauzi, Sinisa U. Pavlovic:
Generalized Poincaré Plots Analysis of Cardiac Interbeat Intervals in Heart Failure. BIOSIGNALS 2022: 251-256 - Giovanni Costantini, Valerio Cesarini, Daniele Casali:
A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion Recognition. 257-264 - Valerio Cesarini, Carlo Robotti, Ylenia Piromalli, Francesco Mozzanica, Antonio Schindler, Giovanni Saggio, Giovanni Costantini:
Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal Nodules. 265-272 - Aishwarya Mohan, Aleksandar Jeremic:
Survival Status Prediction for Non-small Cell Lung Cancer Patients using Machine Learning. 273-277 - Chiara Capra, Pere Martí-Puig, Daniel Vega Moreno, Laia Llunas, Stella Nicolaou, Carlos Schmidt, Jordi Solé-Casals:
Preliminary Results on the Use of Classification Trees to Predict Non-suicidal Self-injury with Data Collected through a Mobile App. 278-282 - Petr Dolezel, Jiri Rolecek, Daniel Honc, Dominik Stursa, Bruno Baruque Zanon:
Spectral Classification of Microplastics using Neural Networks: Pilot Feasibility Study. 283-289 - Adeethyia Shankar, Stephanie Chang, Xiaodi Wang, Yongzhong Zhao:
Wavelet based Machine Learning Approaches towards Precision Medicine in Diabetes Mellitus. 290-297 - Ioanna Chouvarda, Lampros Mpaltadoros, Ioanna Boutziona, George Nikolaos Tsakonas, Magda Tsolaki, Konstantinos I. Diamantaras:
Exploring Classification in Open and Closed Eyes EEG Data for People with Cognitive Disorders. 298-305
Special Session on Diagnostic, Prognostic, and Phenotyping Models from Mined Administrative Healthcare Data
- Holly Tibble, Aziz Sheikh, Athanasios Tsanas:
Estimating Use of Short-term Asthma Reliever Inhalers from Electronic Prescription Records. 311-318 - Fatemeh Shah-Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein:
Comparative Analysis of Patient Distress in Opioid Treatment Programs using Natural Language Processing. 319-326 - Athanasios Tsanas, Siddharth Arora:
Exploring Feature Selection and Feature Transformation Techniques to Improve Telephone-based Biomedical Speech Signal Processing towards Parkinson's Assessment. 327-334
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