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ORCIDPervasiveHealth 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, Zhu Wang, Zhuo Sun, Hualei Zhang, Bin Guo, Zhiwen Yu, Chih-Chun Ho, Liming Chen:
Robust Respiration Sensing Based on Wi-Fi Beamforming. 3-17 - Nouran Abdalazim, Joseba Aitzol Arbilla Larraza, Leonardo Alchieri, Lidia Alecci, Silvia Santini, Shkurta Gashi:
Heart Rate During Sleep Measured Using Finger-, Wrist- and Chest-Worn Devices: A Comparison Study. 18-32 - Md. Sabbir Ahmed, Shajnush Amir, Samuelson Atiba, Rahat Jahangir Rony, Nervo Verdezoto Dias, Valerie Sparkes, Katarzyna Stawarz, Nova Ahmed:
A Low-Cost Wearable System to Support Upper Limb Rehabilitation in Resource-Constrained Settings. 33-45
Computer Vision
- Fotios S. Konstantakopoulos, Eleni I. Georga, Dimitrios I. Fotiadis:
Multiclass Semantic Segmentation of Mediterranean Food Images. 49-59 - Tahsin Kazi, Kiran Ponakaladinne, Maria Valero, Liang Zhao, Hossain Shahriar, Katherine H. Ingram:
Comparative Study of Machine Learning Methods on Spectroscopy Images for Blood Glucose Estimation. 60-74 - Maryamalsadat Mahootiha, Hemin Ali Qadir, Jacob Bergsland, Ilangko Balasingham:
Classification of Kidney Tumor Grading on Preoperative Computed Tomography Scans. 75-89
IoT-HR: Internet of Things in Health Research
- Dario Salvi, Gent Ymeri, Daniel Jimeno, Vanesa Soto-León, Yolanda Pérez-Borrego, Carl Magnus Olsson, Carmen Carrasco-Lopez:
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, Hilary Pinnock, Andrew M. Wilson, Dario Salvi, Carl Magnus Olsson, Syed Ahmar Shah:
Compliance and Usability of an Asthma Home Monitoring System. 116-126 - Antonio Cobo, Elena Villalba Mora, Rodrigo Pérez-Rodríguez, Juan E. Medina, Paula Robles-Mateos, Ángel Rodríguez-Laso, Leocadio Rodríguez-Mañas:
Assessing Older Adult's Gait Speed with Wearable Accelerometers in Community Settings: Validity and Reliability Study. 127-137 - Sara Fernández-Canosa, Verónica López-González, Antonio Consoli, Vanesa Soto-León:
Healthcare Based on IoT Using Arduino, MPU6050 Accelerometer and Gyroscope Sensor and FSR-174 Strain Gauge for Fatigue. 138-148 - Laura Lopez-Perez, Itziar Alonso, Despina Elisabeth Filippidis, Franco Mercalli, Stefano Cavalieri, Elena Martinelli, Lisa Licitra, Anastassios Manos, María Fernanda Cabrera-Umpiérrez, Giuseppe Fico:
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, Katayoun Farrahi, Mahesan Niranjan:
Flattening the Curve Through Reinforcement Learning Driven Test and Trace Policies. 174-206 - Jessica Annette Pater, Tammy Toscos, Mindy E. Flanagan, Michelle Drouin, Deborah McMahan, Meg Distler, Patti Hayes, Nelson Peters:
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, Daniel Gatica-Perez:
Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers. 247-258 - Daniel Kovac, Jirí Mekyska, Lubos Brabenec, Milena Kostalova, Irena Rektorová:
Research on Passive Assessment of Parkinson's Disease Utilising Speech Biomarkers. 259-273 - Jorelle Aaron Herrera, Almira Astrid Muro, Philip Luis Tuason, Paul Vincent Alpaño, Jhoanna Rhodette Pedrasa:
Millimeter Wave Radar Sensing Technology for Filipino Sign Language Recognition. 274-288 - Priyeta Saha, Syed Muhammad Ibne Zulfiker, Tanzima Hashem, Khandker Aftarul Islam:
Dehydration Scan: An Artificial Intelligence Assisted Smartphone-Based System for Early Detection of Dehydration. 289-312
Software Frameworks and Interoperability
- Alireza Khanshan, Pieter Van Gorp, Panos Markopoulos:
Experiencer: An Open-Source Context-Sensitive Wearable Experience Sampling Tool. 315-331 - Haridimos Kondylakis, Angelina Kouroubali, Dimitrios G. Katehakis:
BONVITA: Enabling Integrated Self-Care for Improving Chronic Patient's Wellbeing. 332-343 - Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, M. Jeroen Van Der Donckt, Jelle Nelis, Joeri Ruyssinck, Joachim van der Herten, Koen Casier, Jan Van Ooteghem, Pieter Crombez, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. 344-360 - Mate Bestek, Erik Grönvall:
Health Data Semantics: Exploring Requirements for Sustainable Health Systems. 361-375
Facial Recognition, Gesture Recognition and Object Detection
- Romana Burgess, Iryna Culpin, Helen Bould, Rebecca Pearson, Ian T. Nabney:
A Quantitative Comparison of Manual vs. Automated Facial Coding Using Real Life Observations of Fathers. 379-396 - Jacobo Lopez-Fernandez, Luis Unzueta, Meritxell Garcia, Maia Aguirre, Ariane Méndez, Arantza del Pozo:
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, Shion Guha, Rachel Pfafman, Connie Kerrigan, Tammy Toscos:
Spatio-Temporal Predictive Modeling for Placement of Substance Use Disorder Treatment Facilities in the Midwestern U.S. 429-438 - Gent Ymeri, Dario Salvi, Carl Magnus Olsson:
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, Nova Ahmed:
Less is More: Leveraging Digital Behavioral Markers for Real-Time Identification of Loneliness in Resource-Limited Settings. 460-476 - Ala'a 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, Rui Nóbrega, Rui Neves Madeira:
Dance Mat Fun - A Participatory Design of Exergames for Children with Disabilities. 513-527 - Guanhua Sun, Leila Aflatoony, Wendell Wilson:
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, Tanvir Hasan, Md. Mahfuzur Rahman, Nova 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, Shaowen Bardzell, Jeffrey Bardzell:
Exploring the Design Space of Technological Interventions for Menopause: A Systematic Review. 584-599
Personalized Healthcare
- Nannan Wen, Aditi Mallavarapu, Jacob T. Biehl, Erin Walker, Dmitriy Babichenko:
Understanding Barriers of Missing Data in Personal Informatics Systems. 603-618 - Stephanie Githa Nadarajah, Peder Walz Pedersen, Milo Marsfeldt Skovfoged, Hamzah Ziadeh, Hendrik Knoche:
"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, Jeroen Stragier, Bram Steenwinckel, Lieven De Marez, Sofie Van Hoecke, Femke Ongenae:
Design of a Social Chatbot with Gamification for user Profiling and Smoking Trigger Detection. 636-650 - Luís Eduardo Costa Laurindo, Ivan Rodrigues de Moura, Luciano Reis Coutinho, Francisco José da Silva e Silva:
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 - Ala'a 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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