Table of Contents

• Data Compression for Wireless ECG DevicesElena Merdjanovska, Miha Mohorcic, Matjaz Depolli, Aleksandra Rashkovska, Tomaz Javornik. 15-21 [doi]
• AroNap: A Scent-based Nap Promotion SystemMayo Iizuka, Anna Yokokubo, Guillaume Lopez. 22-30 [doi]
• Classification of Volatile Compounds with Morphological Analysis of e-nose ResponseRita Alves, João Rodrigues, Efthymia Ramou, Susana I. C. J. Palma, Ana C. A. Roque, Hugo Gamboa. 31-39 [doi]
• Interpretable High-level Features for Human Activity RecognitionYale Hartmann, Hui Liu, Steffen Lahrberg, Tanja Schultz. 40-49 [doi]
• Evaluation of Fall Detection Approaches based on Virtual Devices: Leveraging on Motion Capture Data in Unity environmentsEduarda Vaz, Heitor Cardoso, Plinio Moreno. 50-56 [doi]
• Hypoxic-Ischaemic Encephalopathy Prognosis using Susceptibility Weighted Image Analysis based on Histogram Orientation GradientZhen Tang, Sasan Mahmoodi, Angela Darekar, Brigitte Vollmer. 57-62 [doi]
• Wavelet based Method of Mapping the Brain Activity Waves Travelling over the Cerebral CortexSergey V. Bozhokin, Irina B. Suslova, Daniil Tarakanov. 63-73 [doi]
• Bone Conduction Eating Activity Detection based on YAMNet Transfer Learning and LSTM NetworksWei Chen, Haruka Kamachi, Anna Yokokubo, Guillaume Lopez. 74-84 [doi]
• Paroxysmal Atrial Fibrillation Detection by Combined Recurrent Neural Network and Feature Extraction on ECG SignalsXinqi Bao, Fenghe Hu, Yujia Xu, Mohamed Trabelsi, Ernest Nlandu Kamavuako. 85-90 [doi]
• Adaptive Control of Cardio-respiratory Training in a Virtual Reality Hiking Simulation: A Feasibility StudyRodrigo Lima, Muhammad Asif Ahmad, Honorato Sousa, Sergi Bermúdez i Badia. 91-99 [doi]
• A New Method of Dimensionality Reduction for Large Time Series Applied to Accelerometer Wristbands' SignalsAlihuén García-Pavioni, Beatriz López 0001. 103-110 [doi]
• Contactless Heart Rate Measurement using Image ProcessingGaganjot Kaur, Jeff Kilby. 111-116 [doi]
• Exploiting EEG-extracted Eye Movements for a Hybrid SSVEP Home Automation SystemTracey A. Camilleri, Jeanluc Mangion, Kenneth P. Camilleri. 117-127 [doi]
• The Usage of Data Augmentation Strategies on the Detection of Murmur Waves in a PCG SignalJosé Torres, Jorge Oliveira 0002, Elsa Ferreira Gomes. 128-132 [doi]
• 12-Lead ECG Reconstruction via Combinatoric Inclusion of Fewer Standard ECG Leads with Implications for Lead Information and SignificanceUtkars Jain, Adam A. Butchy, Michael T. Leasure, Veronica A. Covalesky, Daniel McCormick, Gary S. Mintz. 133-141 [doi]
• Prediction of Personal Characteristics and Emotional State based on Voice Signals using Machine Learning TechniquesMarta Babel Guerreiro, Cátia Cepeda, Joana Sousa, Carolina Maio, João Ferreira, Hugo Gamboa. 142-149 [doi]
• Contactless Measurement of Respiratory Volumes: A Calibration Free Method based on Depth InformationFelix Wichum, Jacqueline Hassel, Christian Wiede, Karsten Seidl. 150-158 [doi]
• Biomedical Text Mining: Applicability of Machine Learning-based Natural Language Processing in Medical DatabaseNafiseh Mollaei, Cátia Cepeda, João Rodrigues, Hugo Gamboa. 159-166 [doi]
• Optimization of Tracer Dose for Scintigraphic ImageryC. Bousnah, S. Anebajagane, O. Monsarrat, J.-Ph. Conge, H. Maaref, Vincent Vigneron. 167-175 [doi]
• Iris Segmentation based on an Optimized U-NetSabry Abdalla M., Lubos Omelina, Jan Cornelis 0001, Bart Jansen. 176-183 [doi]
• RoSe: Robot Sentinel as an Alternative for Medicinal or Physical Fixation and for Human Sitting VigilsRobert Erzgräber, Falko Lischke, Frank Bahrmann, Hans-Joachim Böhme. 184-191 [doi]
• Denoising of Dynamic Contrast-enhanced Ultrasound Sequences: A Multilinear ApproachMetin Calis, Massimo Mischi, Alle-Jan van der Veen, Borbála Hunyadi. 192-199 [doi]
• The Comparison of Various Correlation Network Models in Studying Mobility Data for the Analysis of Depression EpisodesRama Krishna Thelagathoti, Hesham H. Ali. 200-207 [doi]
• A Calibration-free Blood Pressure Measurement on a Scale: Concept and ChallengesChristian Wiede, Carolin Wuerich, Anton Grabmaier. 208-214 [doi]
• Cross-lingual Detection of Dysphonic Speech for Dutch and Hungarian DatasetsDávid Sztahó, Miklós Gábriel Tulics, Jinzi Qi, Hugo Van Hamme, Klára Vicsi. 215-220 [doi]
• A New Method to Determine Systolic Blood Pressure Indirectly Aided by Parallel Recording of ECG and PPGPéter Nagy, Ákos Jobbágy. 221-227 [doi]
• Discovery of Effective Spectrum for Classifying iPS Cells Taken with CARS MicroscopeRyouichi Furukawa, Yohei Hayashi, Hideaki Kano, Junichi Matsumoto, Shoichi Honda, Kazuhiro Hotta. 228-235 [doi]
• Heart Rate Estimation based on Optical Flow: Enabling Smooth Angle Changes in Ultrasound SimulationHenning Schäfer, Hendrik Damm, Christoph M. Friedrich. 236-243 [doi]
• Personalized Evaluation of Life-threatening Conditions in Chronic Kidney Disease Patients: The Concept of Wearable Technology and Case AnalysisAna Santos Rodrigues, Birute Paliakaite, Saulius Daukantas, Andrius Solosenko, Andrius Petrenas, Vaidotas Marozas. 244-250 [doi]
• Generalized Poincaré Plots Analysis of Cardiac Interbeat Intervals in Heart FailureMirjana M. Platisa, Nikola N. Radovanovic, Aleksandar Kalauzi, Sinisa U. Pavlovic. 251-256
• A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion RecognitionGiovanni Costantini, Valerio Cesarini, Daniele Casali. 257-264 [doi]
• Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal NodulesValerio Cesarini, Carlo Robotti, Ylenia Piromalli, Francesco Mozzanica, Antonio Schindler, Giovanni Saggio, Giovanni Costantini. 265-272 [doi]
• Survival Status Prediction for Non-small Cell Lung Cancer Patients using Machine LearningAishwarya Mohan, Aleksandar Jeremic. 273-277 [doi]
• Preliminary Results on the Use of Classification Trees to Predict Non-suicidal Self-injury with Data Collected through a Mobile AppChiara Capra, Pere Martí-Puig, Daniel Vega Moreno, Laia Llunas, Stella Nicolaou, Carlos Schmidt, Jordi Solé-Casals. 278-282 [doi]
• Spectral Classification of Microplastics using Neural Networks: Pilot Feasibility StudyPetr Dolezel, Jiri Rolecek, Daniel Honc, Dominik Stursa, Bruno Baruque Zanon. 283-289 [doi]
• Wavelet based Machine Learning Approaches towards Precision Medicine in Diabetes MellitusAdeethyia Shankar, Stephanie Chang, Xiaodi Wang, Yongzhong Zhao. 290-297 [doi]
• Exploring Classification in Open and Closed Eyes EEG Data for People with Cognitive DisordersIoanna Chouvarda, Lampros Mpaltadoros, Ioanna Boutziona, George Nikolaos Tsakonas, Magda Tsolaki, Konstantinos I. Diamantaras. 298-305 [doi]
• Estimating Use of Short-term Asthma Reliever Inhalers from Electronic Prescription RecordsHolly Tibble, Aziz Sheikh, Athanasios Tsanas. 311-318 [doi]
• Comparative Analysis of Patient Distress in Opioid Treatment Programs using Natural Language ProcessingFatemeh Shah Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein. 319-326 [doi]
• Exploring Feature Selection and Feature Transformation Techniques to Improve Telephone-based Biomedical Speech Signal Processing towards Parkinson's AssessmentAthanasios Tsanas, Siddharth Arora. 327-334 [doi]