Wireless Mobile Communication and Healthcare: 9th Eai International Conference, Mobihealth 2020, Virtual Event, November 19, 2020, Proceedings

ISBN-13: 9783030705688 / Angielski / Miękka / 2021 / 364 str.

Juan Ye; Michael J. O'Grady; Gabriele Civitarese

Spis treści

Experiences in Designing a Mobile Speech-Based Assessment Tool for Neurological Diseases.- Patient-independent Schizophrenia Relapse Prediction Using Mobile Sensor based Daily Behavioral Rhythm Changes.- Understanding E-Mental Health for People with Depression: An Evaluation Study.- Evaluating memory and cognition via a wearable EEG system: a preliminary study.- Towards Mobile-based Preprocessing Pipeline for Electroencephalography (EEG) Analyses: The Case of Tinnitus.- Machine Learning in eHealth Applications.-Forecasting Health and Wellbeing for Shift Workers Using Job-role Based Deep Neural Network.- A Deep Learning Model for Exercise-Based Rehabilitation using Multi-channel Time-Series Data from a Single Wearable Sensor.- Bayesian Inference Federated Learning for Heart Rate Prediction.- Health Telemetry and Platforms.- A home-based self-administered assessment of neck proprioception.-Health Telescope: system design for longitudinal data collection using mobile applications.-Design of a Mobile-Based Neurological Assessment Tool for Aging Populations.-Improving Patient Throughput By Streamlining The Surgical Care-Pathway Process.-Connect - Blockchain and Self-Sovereign Identity Empowered Contact Tracing Platform.-EAI International Workshop on Medical Artificial Intelligence 2020.-Expanding eVision’s Granularity of Influenza Forecasting.-Explainable Deep Learning for Medical Time Series Data.-The effects of masking when classifying images of melanoma through CNNs.-Robust and markerfree in vitro axon segmentation with CNNs.-Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer’s Disease Diagnosis.-A Proposal of Clinical Decision Support System using Ensemble Learning For Coronary Artery Disease Diagnosis.-Deep-Learning-based Feature Encoding of Clinical Parameters for Patient Specifc CTA Dose Optimization COVID-19 patient outcome prediction using selected features from emergency department data and feed-forward neural networks.-EAI International Workshop on Digital Healthcare Technologies for the Global South.-Validation of Omron Wearable Blood Pressure Monitor HeartGuide in Free-living Environments.-Artificial Empathy for Clinical Companion Robots with Privacy-by-Design.