Ambient Intelligence for Health [[electronic resource] ] : First International Conference, AmIHEALTH 2015, Puerto Varas, Chile, December 1-4, 2015, Proceedings / / edited by José Bravo, Ramón Hervás, Vladimir Villarreal

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
• Edizione: 1st ed. 2015.
• Descrizione fisica: 1 online resource (XIV, 304 p. 105 illus. in color.)
• Disciplina: 005.7
• Soggetto topico: Application software; Artificial intelligence; Information storage and retrieval; Computer communication systems; Pattern recognition; Health informatics; Information Systems Applications (incl. Internet); Artificial Intelligence; Information Storage and Retrieval; Computer Communication Networks; Pattern Recognition; Health Informatics
• Persona (resp. second.): BravoJosé; HervásRamón; VillarrealVladimir
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di contenuto: Intro -- Preface -- Organization -- Contents -- Technologies for Implementing AmIHealth Environments -- Real-Time Recognition of Arm Motion Using Artificial Neural Network Multi-perceptron with Arduino One MicroController and EKG/EMG Shield Sensor -- Abstract -- 1 Introduction -- 2 State of the Art -- 3 Model -- 3.1 EMG Signals -- 3.2 Electrodes -- 3.3 Hardware -- 4 Methodology -- 4.1 Protocol Decoding -- 4.2 Filtering -- 4.3 Full-Wave Rectification -- 4.4 Calibration Mode to Determine the Triggering Threshold -- 4.5 Detection of the Start of Activation -- 4.6 Generation of the Datasets with Training Patterns -- 4.7 Creation of the ANN -- 5 Test and Results -- 5.1 Network Training and the Matrix Creation for the Synaptic Weights -- 5.2 Tests in Real Time -- 6 Conclusion -- References -- Fully-Wireless Sensor Insole as Non-invasive Tool for Collecting Gait Data and Analyzing Fall Risk -- Abstract -- 1 Introduction -- 2 Solutions for Motion Detection and Gait Analysis -- 3 System Description -- 4 Wireless Insoles -- 5 Gait Analysis Tools -- 6 Validation and Results -- 7 Conclusion -- Acknowledgements -- References -- A Mobile Cloud Shared Workspace to Support Homecare for Respiratory Diseases in Chile -- Abstract -- 1 Introduction -- 2 Mobilizing Healthcare Services -- 3 The Proposed Mobile Cloud Shared Workspace -- 3.1 Cloud-Based Backend Services -- 3.2 Mobile and Web Monitoring Applications -- 3.3 Sensor Platform and Embedded Applications -- 3.4 Preliminary Results -- 4 Conclusions and Further Work -- Acknowledgements -- References -- Extracting Information from Electronic Medical Records to Identify Obesity Status of a Patient Based on Comorbidities and Bodyweight Measures -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset -- 2.2 Preprocessing -- 2.3 Annotation -- 2.4 Feature Extraction and Selection for Classification. ; 2.5 Feature Representation -- 2.6 Classification and Evaluation -- 3 Results -- 4 Discussion and Conclusion -- Acknowledgment -- References -- Daily Activity Monitoring for Prevention of Pressure Ulcers in Long-Term Wheelchair Users -- Abstract -- 1 Introduction -- 2 Methods -- 2.1 Instrumentation -- 2.2 PRT Detection Algorithm -- 2.3 Activity Level Estimation -- 2.4 Pilot Study -- 3 Results -- 4 Discussion -- Acknowledgment -- References -- Frameworks Related with AmIHealth Environments -- ReApp -- A Mobile App for the Rehabilitation of Ankle Sprains -- Abstract -- 1 Introduction -- 2 Methods and Implementation -- 2.1 ReApp Implementation -- 3 Evaluation and Results -- 3.1 Technical Evaluation -- 3.2 Clinical Evaluation -- 3.3 End-User Evaluation -- 4 Conclusion -- Acknowledgements -- References -- A Sensorized and Health Aspect-Based Framework to Improve the Continuous Monitoring on Diseases Using Smartphones and Smart Devices -- 1 Introduction -- 2 Clinical Variables and Disease Monitoring -- 3 Sensorized and Health Aspect-Based Framework -- 3.1 Definition of Health Aspects -- 3.2 Sensorization and Smart Devices -- 3.3 Monitoring Behavior and Objectives -- 4 Study Cases from the General Framework -- 5 Conclusions and Future Work -- References -- Applied Algorithms in e-Health Systems -- Real-Time Decision Support Using Data Mining to Predict Blood Pressure Critical Events in Intensive Medicine Patients -- Abstract -- 1 Introduction -- 2 Background -- 2.1 Blood Pressure -- 2.2 Intensive Care Units -- 2.3 INTCare -- 2.4 Critical Events -- 3 Methodologies, Materials and Methods -- 4 Real-Time Decision Support -- 4.1 Business Understanding -- 4.2 Data Understanding -- 4.3 Data Preparation -- 4.4 Modelling -- 4.5 Evaluation -- 5 Discussion -- 6 Conclusions and Future Work -- Acknowledgments -- References. ; A Real-Time Intelligent System for Tracking Patient Condition -- Abstract -- 1 Introduction -- 2 Background -- 2.1 Ambient Intelligence, Intensive Care and Critic Events -- 2.2 INTCare -- 3 Tracking System -- 3.1 Acquisition Process and Data Selection -- 3.2 Data Processing -- 3.3 Clinical Benefits -- 4 Conclusion and Future Work -- Acknowledgments -- References -- Detecting State Anxiety When Caring for People with Dementia -- 1 Introduction -- 2 Extending the Framework of Ambient-Assisted Interventions Systems (AaIS) for Dementia -- 3 An Experiment to Induce Anxiety on Informal Caregivers -- 3.1 Subjects -- 3.2 Training -- 3.3 Therapy Tasks -- 3.4 Setup -- 3.5 Data Gathering -- 4 Data Analysis and Initial Results -- 4.1 GSR Pre-processing -- 4.2 HR and IBI Pre-processing -- 4.3 Video Processing -- 4.4 Data Segmentation -- 4.5 Initial Results -- 5 Limitations -- 6 Conclusions -- References -- Mass Segmentation in Digital Mammograms -- Abstract -- 1 Introduction -- 2 Process for Mammographic Mass Detection -- 3 Experimental Results and Discussion -- 3.1 Detection Results -- 4 Conclusions -- References -- Comparison of a Vision-Based System and a Wearable Inertial-Based System for a Quantitative Analysis and Calculation of Spatio-Temporal Parameters -- 1 Introduction -- 2 Related Work -- 3 Depth Camera System -- 4 Wearable Inertial System -- 5 Experimental Protocol -- 6 Discussion -- References -- Interactions within the AmIHealth Environments -- Arm Muscular Effort Estimation from Images Using Computer Vision and Machine Learning -- 1 Introduction -- 2 Related Work -- 3 Our Approach -- 3.1 Capture and Segmentation (A) -- 3.2 Feature Extraction (B) -- 3.3 Inclusion of Anthropometric Data (C) -- 3.4 Feature Vector Normalization (D) -- 3.5 Estimation of Muscular Effort by Machine Learning (E) -- 4 Experimental Setup -- 4.1 Capture of Raw Image Data. ; 4.2 Datasets Generation -- 4.3 Performance Measures -- 5 Experimental Results -- 6 Discussions -- 7 Conclusions and Future Work -- References -- Ubiquitous and Ambient Assisted Living eHealth Platforms for the Republic of Panama: Two Cases of Study -- Abstract -- 1 Introduction -- 2 Ubiquity -- 3 Origin of Palliative Care -- 4 Palliative Care in Panama -- 5 Downs Syndrome -- 6 Ubiquitous eHealth Platforms Design, Development and Implementation -- 6.1 Ubiquitous Paleative Health Care Platform -- 6.2 Ubiquitous Platform for Down's Syndrome Risk Estimation Process -- 7 Conclusions -- Acknowledgments -- References -- Making the Physical Therapy Entertaining -- Abstract -- 1 Introduction -- 2 Background -- 2.1 Wearable Technology Applications in Healthcare -- 2.2 Related Work -- 3 Design and Development -- 3.1 The Wearable Device -- 3.2 App Design -- 4 Conclusions and Future Work -- Acknowledgments -- References -- Vision Based Extraction of Dynamic Gait Features Focused on Feet Movement Using RGB Camera -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Gait Specification -- 4 Heel Strike and Toe off Extraction Algorithm -- 4.1 Feature Extraction -- 5 Experimentation -- 6 Conclusion -- Acknowledgement -- References -- Reflections from a Long-term Deployment Study to Design Novel Interactive Surfaces for Children with Autism -- Abstract -- 1 Introduction -- 2 Related Work -- 3 SensoryPaint: Long-term Use of an Interactive Surface as a Multisensory Therapy for Children with Autism -- 3.1 Deployment Study Methods -- 3.2 Results: Design Implications for Sensorimotor Interactive Surface -- 4 Designing and Developing Sensorimotor Interactive Surfaces -- 4.1 SpaceHunters: An Eye-Foot Coordination Interactive Floor -- 4.2 BendableSound: A Fabric-Based Interactive Music Surface -- 5 Conclusion and Future Work -- References. ; Low Complexity Neural Networks to Classify EEG Signals Associated to Emotional Stimuli -- 1 Introduction -- 2 Experimental Characterization -- 2.1 Data Sources -- 2.2 Emotions -- 2.3 Emotion Model -- 3 Signal Conditioning -- 3.1 Bounded Regions and Brain Rhythms -- 4 Feature Extraction -- 4.1 Features Selection -- 4.2 Normalization -- 5 Recognition Process -- 5.1 Experimental Setup -- 6 Results -- 7 Conclusions -- References -- EmoBall: A Study on a Tangible Interface to Self-report Emotional Information Considering Digital Competences -- 1 Introduction -- 2 Related Work -- 2.1 Digital Skills -- 2.2 Interfaces for Emotions -- 3 Design of EmoBall -- 3.1 System Description -- 4 Methodology -- 4.1 Participants -- 4.2 Assessment Tools -- 4.3 Experiment -- 5 Results -- 5.1 System Usability Results -- 5.2 Analysis of Focus Groups -- 5.3 Usability Evaluation Concerning to Digital Competences -- 5.4 Design Insights -- 6 Conclusions and Future Work -- References -- Can Videogames Improve Executive Functioning? A Research Based on Computational Neurosciences -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Conducted Experiment -- 3.1 Population -- 3.2 Method -- 3.3 Materials -- 3.4 Results -- 3.4.1 Observational Analysis of Data -- 3.4.2 Quantitative Analysis of Data -- 4 Discussion and Future Work -- 5 Conclusions -- Acknowledgments -- References -- Arousal Level Classification in the Ageing Adult by Measuring Electrodermal Skin Conductivity -- 1 Introduction -- 2 Electrodermal Activity -- 2.1 Wearable Acquisition Device -- 3 Methodology -- 3.1 Experimental Design -- 3.2 Study Population -- 3.3 Finding Boundary Points on EDA -- 3.4 Feature Extraction -- 4 Results and Conclusions -- References -- Stress Modelling Using Transfer Learning in Presence of Scarce Data -- 1 Introduction -- 2 Related Work -- 3 Data Acquisition -- 3.1 Self-reports. ; 3.2 Objective Data Acquisition and Features Extraction.
• Sommario/riassunto: This book constitutes the refereed conference proceedings of the First International Conference on Ambient Intelligence for Health, AmIHEALTH 2015, held in Puerto Varas, Chile, in December 2015. The 20 revised full papers and 9 short papers were reviewed and selected from 32 submissions and cover topics on technologies for implementing AmIHealth environments; frameworks related with AmIHealth environments; applied algorithms in e-Health systems; interactions within the AmIHealth environments; applications and case studies of AmIHealth environments; and metrics for health environments.
• Titolo autorizzato: Ambient Intelligence for Health
• ISBN: 3-319-26508-3
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910484010203321
• Lo trovi qui: Univ. Federico II
• Serie: Information Systems and Applications, incl. Internet/Web, and HCI ; ; 9456