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PervasiveHealth 2022: Thessaloniki, Greece
- Athanasios Tsanas
, Andreas Triantafyllidis
Pervasive Computing Technologies for Healthcare - 16th EAI International Conference, PervasiveHealth 2022, Thessaloniki, Greece, December 12-14, 2022, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488, Springer 2023, ISBN 978-3-031-34585-2
Personal Informatics and Wearable Devices
- Wenchao Song
Robust Respiration Sensing Based on Wi-Fi Beamforming. 3-17 - Nouran Abdalazim
Heart Rate During Sleep Measured Using Finger-, Wrist- and Chest-Worn Devices: A Comparison Study. 18-32 - Md. Sabbir Ahmed
A Low-Cost Wearable System to Support Upper Limb Rehabilitation in Resource-Constrained Settings. 33-45
Computer Vision
- Fotios S. Konstantakopoulos
Multiclass Semantic Segmentation of Mediterranean Food Images. 49-59 - Tahsin Kazi
Comparative Study of Machine Learning Methods on Spectroscopy Images for Blood Glucose Estimation. 60-74 - Maryamalsadat Mahootiha
Classification of Kidney Tumor Grading on Preoperative Computed Tomography Scans. 75-89
IoT-HR: Internet of Things in Health Research
- Dario Salvi
An IoT-Based System for the Study of Neuropathic Pain in Spinal Cord Injury. 93-103 - Davide La Rosa, Filippo Palumbo, Alessandra Ronca, Francesco Sansone, Mario Tesconi, Alessandro Tonacci, Raffaele Conte:
IoT Smart Shoe Solution for Neuromuscular Disease Monitoring. 104-115 - Kevin C. H. Tsang
Compliance and Usability of an Asthma Home Monitoring System. 116-126 - Antonio Cobo
Assessing Older Adult's Gait Speed with Wearable Accelerometers in Community Settings: Validity and Reliability Study. 127-137 - Sara Fernández-Canosa
Healthcare Based on IoT Using Arduino, MPU6050 Accelerometer and Gyroscope Sensor and FSR-174 Strain Gauge for Fatigue. 138-148 - Laura Lopez-Perez
Smartphone-Based Strategy for Quality-of-Life Monitoring in Head and Neck Cancer Survivors. 149-158
Pervasive Health for COVID-19
- Changqing Ji, Baoluo Cheng, Zhiyong Gao, Jing Qin, Zumin Wang:
COVID-19 Classification Algorithm Based on Privacy Preserving Federated Learning. 161-173 - Andrei C. Rusu
Flattening the Curve Through Reinforcement Learning Driven Test and Trace Policies. 174-206 - Jessica Annette Pater
Connecting Self-reported COVID-19 Needs with Social Determinants of Health. 207-225
Machine Learning, Human Activity Recognition and Speech Recognition
- Peng Yue, Xiang Wang, Yu Yang, Jun Qi, Po Yang:
Up-Sampling Active Learning: An Activity Recognition Method for Parkinson's Disease Patients. 229-246 - Emma Bouton-Bessac, Lakmal Meegahapola
Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers. 247-258 - Daniel Kovac
Research on Passive Assessment of Parkinson's Disease Utilising Speech Biomarkers. 259-273 - Jorelle Aaron Herrera
Millimeter Wave Radar Sensing Technology for Filipino Sign Language Recognition. 274-288 - Priyeta Saha, Syed Muhammad Ibne Zulfiker, Tanzima Hashem
Dehydration Scan: An Artificial Intelligence Assisted Smartphone-Based System for Early Detection of Dehydration. 289-312
Software Frameworks and Interoperability
- Alireza Khanshan
Experiencer: An Open-Source Context-Sensitive Wearable Experience Sampling Tool. 315-331 - Haridimos Kondylakis
BONVITA: Enabling Integrated Self-Care for Improving Chronic Patient's Wellbeing. 332-343 - Bram Steenwinckel, Mathias De Brouwer
Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. 344-360 - Mate Bestek
Health Data Semantics: Exploring Requirements for Sustainable Health Systems. 361-375
Facial Recognition, Gesture Recognition and Object Detection
- Romana Burgess, Iryna Culpin, Helen Bould
A Quantitative Comparison of Manual vs. Automated Facial Coding Using Real Life Observations of Fathers. 379-396 - Jacobo Lopez-Fernandez
Knowledge-Driven Dialogue and Visual Perception for Smart Orofacial Rehabilitation. 397-411 - K. T. Y. Mahima, Malith Weerasekara, Kasun De Zoysa, Chamath Keppitiyagama, Markus Flierl, Luca Mottola, Thiemo Voigt:
MM4Drone: A Multi-spectral Image and mmWave Radar Approach for Identifying Mosquito Breeding Grounds via Aerial Drones. 412-426
Machine Learning, Predictive Models and Personalised Healthcare
- Jessica A. Pater
Spatio-Temporal Predictive Modeling for Placement of Substance Use Disorder Treatment Facilities in the Midwestern U.S. 429-438 - Gent Ymeri
Linking Data Collected from Mobile Phones with Symptoms Level in Parkinson's Disease: Data Exploration of the mPower Study. 439-449 - Daphne N. Katsarou, Eleni I. Georga, Maria Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis:
An Exploratory Study of the Value of Vital Signs on the Short-Term Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes - The GlucoseML Study. 450-459 - Md. Sabbir Ahmed
Less is More: Leveraging Digital Behavioral Markers for Real-Time Identification of Loneliness in Resource-Limited Settings. 460-476 - Alaa Alslaity, Gerry Chan, Richard Wilson, Rita Orji:
Toward Understanding Users' Interactions with a Mental Health App: An Association Rule Mining Approach. 477-495 - Luo Sixian, Yosuke Imamura, Ashir Ahmed:
Application of Shapley Additive Explanation Towards Determining Personalized Triage from Health Checkup Data. 496-509
Human-Centred Design of Pervasive Health Solutions
- Gonçalo Roxo
Dance Mat Fun - A Participatory Design of Exergames for Children with Disabilities. 513-527 - Guanhua Sun, Leila Aflatoony
Designing Hearing Aids to Mitigate Perceived Stigma Associated with Hearing Impairment. 528-539 - Melinda C. Braun, Matthias Wölfel:
Demands on User Interfaces for People with Intellectual Disabilities, Their Requirements, and Adjustments. 540-556 - Md. Sabbir Ahmed
A Rule Mining and Bayesian Network Analysis to Explore the Link Between Depression and Digital Behavioral Markers of Games App Usage. 557-569 - Anna N. Baglione, Sarah Tolman, Chloe Dapaah, Danielle Johnson, Kristen J. Wells, Richard D. Hall, Ryan D. Gentzler, Laura E. Barnes:
mHealth for Medication and Side Effect Monitoring: Patients' Attitudes Toward Smart Devices for Managing Oral Chemotherapy During Lung Cancer Treatment. 570-583 - Kamala Payyapilly Thiruvenkatanathan
Exploring the Design Space of Technological Interventions for Menopause: A Systematic Review. 584-599
Personalized Healthcare
- Nannan Wen
Understanding Barriers of Missing Data in Personal Informatics Systems. 603-618 - Stephanie Githa Nadarajah, Peder Walz Pedersen, Milo Marsfeldt Skovfoged
"I Have to Do Something About It" - An Exploration of How Dashboards Invoke Self-Reflections in Chronic Obstructive Pulmonary Disease Patients. 619-635 - Kyana Bosschaerts
Design of a Social Chatbot with Gamification for user Profiling and Smoking Trigger Detection. 636-650 - Luís Eduardo Costa Laurindo
Specification of Quality of Context Requirements for Digital Phenotyping Applications. 651-665 - Tariq Osman Andersen, Jonas Fritsch, Stina Matthiesen:
Patient Data Work with Consumer Self-tracking: Exploring Affective and Temporal Dimensions in Chronic Self-care. 666-680 - Alaa Alslaity, Najla Almutari, Rita Orji:
Personalizing mHealth Persuasive Interventions for Physical Activity: The Impact of Personality on the Determinants of Physical Activity. 681-698
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