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ORCIDNCDHWS 2024: Oulu, Finland
- Mariella Särestöniemi
, Pantea Keikhosrokiani, Daljeet Singh, Erkki Harjula, Aleksei Tiulpin, Miia Jansson, Minna Isomursu, Mark J. van Gils, Simo Saarakkala, Jarmo Reponen:
Digital Health and Wireless Solutions - First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7-8, 2024, Proceedings, Part II. Communications in Computer and Information Science 2084, Springer 2024, ISBN 978-3-031-59090-0
Clinical Decision Support and Medical AI 1
- Mustafa Kemal Arslantas, Tunç Asuroglu, Reyhan Arslantas, Emin Pashazade, Pelin Corman Dincer, Gulbin Tore Altun, Alper Kararmaz:
Using Machine Learning Methods to Predict the Lactate Trend of Sepsis Patients in the ICU. 3-16 - Satu I. Inkinen, Antti Kotiaho, M. Hanni, Miika T. Nieminen, Mikael A. K. Brix:
Computed Tomography Artefact Detection Using Deep Learning - Towards Automated Quality Assurance. 17-28 - Nabid Faiem, Tunç Asuroglu, Koray Açici, Antti Kallonen, Mark J. van Gils:
Assessment of Parkinson's Disease Severity Using Gait Data: A Deep Learning-Based Multimodal Approach. 29-48
Digital Care Pathways II
- Anna Grøndahl Larsen, Ragnhild Halvorsrud, Rolf Eigil Berg, Märt Vesinurm:
Dual-Perspective Modeling of Patient Pathways: A Case Study on Kidney Cancer. 51-68 - Merja Hoffrén-Mikkola:
Digital Services in the Welfare, Social and Health Sector Organizations of the South Ostrobothnia Region. 69-82 - Renata Savian Colvero de Oliveira, Grace T. Marcon Dal Sasso, M. Sriram Iyengar, Harri Oinas-Kukkonen:
A Persuasive mHealth Application for Postoperative Cardiac Procedures: Prototype Design and Usability Study. 83-100 - Riku Yli-Ikkelä, Aki Rintala, Anna Köyhäjoki, Harto Hakonen, Hilkka Korpi, Mirjami Kantola, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti:
Effectiveness of Robot-Assisted Lower Limb Rehabilitation on Balance in People with Stroke: A Systematic Review, Meta-analysis, and Meta-regression. 101-116 - Merja Nikula, Mirjami Mäntymaa, Steven M. LaValle, Ari Pouttu, Julia Jaekel, Eeva T. Aronen, Tytti Pokka, Juha Salmi, Johanna Uusimaa:
Virtual Reality in Rehabilitation of Executive Functions in Children (VREALFUN) - Study Protocols for Randomized Control Trials. 117-124
Novel Sensors and Bioinformatics
- Constantino Álvarez Casado, Pauli Räsänen, Le Ngu Nguyen, Arttu Lämsä, Johannes Peltola, Miguel Bordallo López:
A Distributed Framework for Remote Multimodal Biosignal Acquisition and Analysis. 127-146 - Thanatcha Satitchantrakul, Chanathan Manapreecha, Sukrit Phongpatrawiset, Ping Jack Soh:
Passively Reconfigurable Antenna Using Gravitational Method. 147-154 - Hany Ferdinando, Martti Ilvesmäki, Janne Kananen, Sadegh Moradi, Teemu Myllylä:
A Skewness-Based Harmonic Filter for Harmonic Attenuation of Wearable Functional Near-Infrared Spectroscopy Signals. 155-167 - Jakov Basic, Johanna Uusimaa, Juha Salmi:
Wearable Motion Sensors in the Detection of ADHD: A Critical Review. 168-185 - Aleksandra Zienkiewicz, Erkki Vihriälä, Teemu Myllylä:
Influence of Arterial Vessel Diameter and Blood Viscosity on PTT in Pulsatile Flow Model. 186-199
Clinical Decision Support and Medical AI 2
- Jyoti Verma, Isha Kansal, Renu Popli, Vikas Khullar, Daljeet Singh, Manish Snehi, Rajeev Kumar:
A Hybrid Images Deep Trained Feature Extraction and Ensemble Learning Models for Classification of Multi Disease in Fundus Images. 203-221 - Pantea Keikhosrokiani, Katheeravan Balasubramaniam, Minna Isomursu:
Drug Recommendation System for Healthcare Professionals' Decision-Making Using Opinion Mining and Machine Learning. 222-241 - Emmanuel C. Chukwu, Pedro A. Moreno-Sánchez:
Enhancing Arrhythmia Diagnosis with Data-Driven Methods: A 12-Lead ECG-Based Explainable AI Model. 242-259 - Jakob Rostovski, Mohammad Hasan Ahmadilivani, Andrei Krivosei, Alar Kuusik, Muhammad Mahtab Alam:
Real-Time Gait Anomaly Detection Using 1D-CNN and LSTM. 260-278 - Neil Cronin, Ari Lehtiö, Jussi Talaskivi:
Research for JYU: An AI-Driven, Fully Remote Mobile Application for Functional Exercise Testing. 279-287 - Laura Tahvanainen, Birgitta Tetri, Outi Ahonen:
Exploring and Extending Human-Centered Design to Develop AI-Enabled Wellbeing Technology in Healthcare. 288-306
Health Technology Assessment and Impact Evaluation
- Jari Haverinen, Jarno Suominen, Rauli Kaksonen, Paula Veikkolainen, Merja Voutilainen, Jarmo Reponen, Juha Röning, Petra Falkenbach:
Finnish Digi-HTA Assessment Model for Digital Health and an International Comparison. 309-321 - Ilona Ruotsalainen, Mikko Valtanen, Riikka Kärsämä, Adil Umer, Suvi Parikka, Annamari Lundqvist, Jaana Lindström:
Influencing Factors in Digital Health Intervention Uptake: The Interplay of Education, Lifestyle, and Digital Literacy. 322-332 - Heli Kerimaa, Marianne Haapea, Mervi Hakala, Willy Serlo, Tarja Pölkki:
A Mobile Application Can Be Used as an Alternative to the Traditional Preparation Method for Parents in Pediatric Day Surgery: A Randomized Controlled Trial. 333-348 - Anna Köyhäjoki, Hilkka Korpi, Riku Yli-Ikkelä, Harto Hakonen, Mirjami Kantola, Aki Rintala, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti:
The Effects of Robotic Training on Walking and Functional Independence of People with Spinal Cord Injury: A Systematic Review, Meta-analysis and Meta-regression. 349-365
Wireless Technologies and Medical Devices
- Simone Soderi, Mariella Särestöniemi, Syifaul Fuada, Matti Hämäläinen, Marcos Katz, Jari H. Iinatti:
Securing Hybrid Wireless Body Area Networks (HyWBAN): Advancements in Semantic Communications and Jamming Techniques. 369-387 - Syifaul Fuada, Malalgodage Amila Nilantha Perera, Mariella Särestöniemi, Marcos Katz:
Optical Wireless Power Transmission Through Biological Tissue Using Commercial Photovoltaic Cells Under 810 nm LEDs: Feasibility Study. 388-400 - Jaakko Palosaari, Eetu Virta, Miika Miinala, Yang Bai:
Method to Monitor Cough by Employing Piezoelectric Energy Harvesting Configurations. 401-412 - Daljeet Singh, Erkki Vihriälä, Mariella Särestöniemi, Teemu Myllylä:
Microwave Technique Based Noninvasive Monitoring of Intracranial Pressure Using Realistic Phantom Models. 413-425 - Mariella Särestöniemi, Attaphongse Taparugssanagorn, Jari H. Iinatti, Teemu Myllylä:
Detection of Intestinal Tumors Outside the Visibility of Capsule Endoscopy Camera Utilizing Radio Signal Recognition. 426-440 - Leon Robertz, Lassi Rieppo, Seppo Korkala, Tommi Jaako, Simo Saarakkala:
Inter- and Intra-Day Precision of a Low-Cost and Wearable Bioelectrical Impedance Analysis Device. 441-450 - Syifaul Fuada, Mariella Särestöniemi, Marcos Katz, Simone Soderi, Matti Hämäläinen:
Experimental Study of In-Body Devices Misalignment Impact on Light-Based In-Body Communications. 451-466 - Syifaul Fuada, Mariella Särestöniemi, Marcos Katz, Simone Soderi, Matti Hämäläinen:
Study on Fat as the Propagation Medium in Optical-Based In-Body Communications. 467-479 - Daljeet Singh, Theresa Eleonye, Lukasz Surazynski, Hany Ferdinando, Atul Kumar, Hem Dutt Joshi, Mariella Särestöniemi, Teemu Myllylä:
Preliminary Studies on mm-Wave Radar for Vital Sign Monitoring of Driver in Vehicular Environment. 480-493
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