Precision Medicine Powered by pHealth and Connected Health: ICBHI 2017, Thessaloniki, Greece, 18-21 November 2017

Front Matter ....Pages i-xii
Front Matter ....Pages 1-1
 Hybrid Hierarchical Clustering Algorithm Used for Large Datasets: A Pilot Study on Long-Term Sleep Data  (V. Gerla, M. Murgas, A. Mladek, E. Saifutdinova, M. Macas, L. Lhotska)....Pages 3-7
 Epileptic Seizure Prediction with Stacked Auto-encoders: Lessons from the Evaluation on a Large and Collaborative Database  (R. Barata, B. Ribeiro, A. Dourado, C. A. Teixeira)....Pages 9-13
 Deep Learning Techniques on Sparsely Sampled Multichannel Data—Identify Deterioration in ICU Patients  (A. Chytas, K. Vaporidi, Y. Surlatzis, D. Georgopoulos, N. Maglaveras, I. Chouvarda)....Pages 15-18
 Convolutional Neural Networks for Early Seizure Alert System  (T. Iešmantas, R. Alzbutas)....Pages 19-23
 Prediction of Cardiac Arrest in Intensive Care Patients Through Machine Learning  (E. Akrivos, V. Papaioannou, N. Maglaveras, I. Chouvarda)....Pages 25-29
Front Matter ....Pages 31-31
 Α Respiratory Sound Database for the Development of Automated Classification  (B. M. Rocha, D. Filos, L. Mendes, I. Vogiatzis, E. Perantoni, E. Kaimakamis et al.)....Pages 33-37
 Hidden Markov Model Based Respiratory Sound Classification  (N. Jakovljević, T. Lončar-Turukalo)....Pages 39-43
 An Automated Lung Sound Preprocessing and Classification System Based OnSpectral Analysis Methods  (Gorkem Serbes, Sezer Ulukaya, Yasemin P. Kahya)....Pages 45-49
 Detection of Cough and Adventitious Respiratory Sounds in Audio Recordings by Internal Sound Analysis  (B. M. Rocha, L. Mendes, I. Chouvarda, P. Carvalho, R. P. Paiva)....Pages 51-55
Front Matter ....Pages 57-57
 A Content-Aware Analytics Framework for Open Health Data  (L. Koumakis, H. Kondylakis, D. G. Katehakis, G. Iatraki, P. Argyropaidas, M. Hatzimina et al.)....Pages 59-64
 Towards Harmonized Data Processing in SMBG  (Sara Zulj, Goran Seketa, Ratko Magjarevic)....Pages 65-68
 Notarization of Knowledge Retrieval from Biomedical Repositories Using Blockchain Technology  (P. Mytis-Gkometh, G. Drosatos, P. S. Efraimidis, E. Kaldoudi)....Pages 69-73
 Gap Analysis for Information Security in Interoperable Solutions at a Systemic Level: The KONFIDO Approach  (J. Rasmussen, P. Natsiavas, K. Votis, K. Moschou, P. Campegiani, L. Coppolino et al.)....Pages 75-79
 Identification of Barriers and Facilitators for eHealth Acceptance: The KONFIDO Study  (P. Natsiavas, C. Kakalou, K. Votis, D. Tzovaras, N. Maglaveras, I. Komnios et al.)....Pages 81-85
 A Personalized Cloud-Based Platform for AAL Support to Cognitively Impaired Elderly People  (Stefanos Stavrotheodoros, Nikolaos Kaklanis, Dimitrios Tzovaras)....Pages 87-91
 Enhanced Healthcare System Based on Mobile Communication  (Cheng-Huei Yang, Tsung-Che Wu, Hsiu-Chen Huang)....Pages 93-96
 Experience of Using the WELCOME Remote Monitoring System on Patients with COPD and Comorbidities  (E. Kaimakamis, E. Perantoni, E. Serasli, V. Kilintzis, I. Chouvarda, R. Kayyali et al.)....Pages 97-102
Front Matter ....Pages 103-103
 Adipose Tissue as a Biomarker in Data Mining Predictive Models of Metabolic Pathophysiologies  (O. Tsave, I. Kavakiotis, I. Vlahavas, A. Salifoglou)....Pages 105-108
 Portable Near-Infrared Spectroscopy for Detecting Peripheral Arterial Occlusion  (W.-C. Lu, S.-H. Lu, M.-F. Chen, T.-C. Fu, K.-P. Lin, C.-L. Tsai)....Pages 109-113
 Physiological Monitoring of Cold-Air Stimulated Rhinitis  (M.-S. Jhuang, C.-M. Chen, S.-H. Lu, M.-F. Chen, K.-P. Lin, C.-L. Tsai)....Pages 115-118
 Association Between SpO2 Signal Characteristics and Sleep Architecture with Insulin Resistance in Patients with Obstructive Sleep Apnea Syndrome  (E. Perantoni, P. Steiropoulos, D. Filos, N. Maglaveras, K. Nikolaou, I. Chouvarda)....Pages 119-123
Front Matter ....Pages 125-125
 Preprocessing and Filtration Techniques of BSPM Signals in a Small-Scale Study  (M. Hrachovina, L. Lhotská, M. Huptych)....Pages 127-132
 Blood Vessel Segmentation from Microcirculation Images  (Bea Lyn M. Virtudazo, Jimmy Hasugian, Wen-Chen Lin, Mei-Fen Chen, Kang-Ping Lin)....Pages 133-137
 Active Learning for Semi-automated Sleep Scoring  (N. Grimova, M. Macas, V. Gerla)....Pages 139-143
 Human Fall Detection from Acceleration Measurements Using a Recurrent Neural Network  (T. Theodoridis, V. Solachidis, N. Vretos, P. Daras)....Pages 145-149
 Optimal Threshold Selection for Acceleration-Based Fall Detection  (G. Šeketa, J. Vugrin, I. Lacković)....Pages 151-155
 Camera Based Real Time Fall Detection Using Pattern Classification  (M. Macaš, S. Lesoin, A. Périn)....Pages 157-161
Front Matter ....Pages 163-163
 Epileptic Seizures Classification Based on Long-Term EEG Signal Wavelet Analysis  (K. D. Tzimourta, A. T. Tzallas, N. Giannakeas, L. G. Astrakas, D. G. Tsalikakis, M. G. Tsipouras)....Pages 165-169
 Heartrate Variability Comparison Between Electrocardiogram, Photoplethysmogram and Ballistic Pulse Waveforms at Fiducial Points  (G. M. W. Janjua, R. Hadia, D. Guldenring, D. D. Finlay, J. A. D. McLaughlin)....Pages 171-177
 Wavelet ECG Analysis in Time-Frequency Domain of the QRS-Complex in Individuals with Left Bundle Branch Block  (Kalliopi Papathoma, Stavros Chatzimiltiadis, Nikolaos Maglaveras, Ioanna Chouvarda, Efstratios Theofilogiannakos, Dimitrios Konstantinou et al.)....Pages 179-183
 Adaboost Classifier with Dimensionality Reduction Techniques for Epilepsy Classification from EEG  (S. K. Prabhakar, H. Rajaguru)....Pages 185-189
 Performance Analysis of Factor Analysis and Isomap with Hybrid ABC-PSO Classifier for Epilepsy Classification  (S. K. Prabhakar, H. Rajaguru)....Pages 191-195
 Performance Analysis of Breast Cancer Classification with Softmax Discriminant Classifier and Linear Discriminant Analysis  (S. K. Prabhakar, H. Rajaguru)....Pages 197-201
Front Matter ....Pages 203-203
 Emotion Recognition from Haptic Touch on Android Device Screens  (C. Maramis, L. Stefanopoulos, I. Chouvarda, N. Maglaveras)....Pages 205-209
 Objective Smoking: Towards Smoking Detection Using Smartwatch Sensors  (C. Maramis, V. Kilintzis, P. Scholl, I. Chouvarda)....Pages 211-215
 Towards Value Propositions for Persuasive Health and Wellbeing Applications  (M. S. Haque, A. Arman, M. Kangas, T. Jämsä, M. Isomursu)....Pages 217-221
 Parkinson’s Disease Patients Classification Based on a Motion Tracking Methodology  (Eleftheria Polychronidou, Sofia Segkouli, Elias Kalamaras, Stavros Papadopoulos, Anastasios Drosou, Konstantinos Votis et al.)....Pages 223-227
 Patient Empowerment Through Summarization of Discussion Threads on Treatments in a Patient Self-help Forum  (Sourabh Dandage, Johannes Huber, Atin Janki, Uli Niemann, Ruediger Pryss, Manfred Reichert et al.)....Pages 229-233
Front Matter ....Pages 235-235
 A Computer-Assisted System with Kinect Sensors and Wristband Heart Rate Monitors for Group Classes of Exercise-Based Rehabilitation  (A. Triantafyllidis, D. Filos, R. Buys, J. Claes, V. Cornelissen, E. Kouidi et al.)....Pages 237-241
 A Computerized System for Real-Time Exercise Performance Monitoring and e-Coaching Using Motion Capture Data  (Anargyros Chatzitofis, Dimitris Zarpalas, Petros Daras)....Pages 243-247
 Design of a Fully Automated Service to Generate an Individualized Exercise Rehabilitation Program for Adults with Congenital Heart Disease  (R. Buys, V. A. Cornelissen)....Pages 249-253
 Adherence to Physical Activity in Patients with Heart Disease: Types, Settings and Evaluation Instruments  (K. Livitckaia, V. Koutkias, N. Maglaveras, E. Kouidi, M. van Gils, I. Chouvarda)....Pages 255-259
 Training System Methodology Using ECG Signal  (E. Butkeviciute, L. Bikulciene, K. Poderiene)....Pages 261-265
Back Matter ....Pages 267-269