| Preface |
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v | |
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ICIMTH
2022. Scientific Programme Committee and Reviewers |
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vii | |
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A Method for the Classification of Digital Health Architectures as Medical Devices; a Digital Health Research Perspective |
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1 | (4) |
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Requirement Analysis for an Intelligent Warning System to Alarm the Rapid Response Team Prior to Patient Deterioration |
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5 | (7) |
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Sharareh Rostam Niakan Kalhori |
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Citizens' Use of eHealth Services During COVID-19 in Relation to National Policy Goals |
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12 | (4) |
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Superusers of Self-Paced Online Learning on OpenWHO |
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16 | (4) |
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Artificial Intelligence Solutions to Detect Fraud in Healthcare Settings: A Scoping Review |
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20 | (4) |
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Assessing Internal Consistency of HAIS-Q: A Survey Conducted in Greek Hospitals |
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24 | (4) |
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The Role of Artificial Intelligence and Machine Learning During the Covid-19 Pandemic: A Review |
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28 | (5) |
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Impact of Class I Software as Medical Devices (SaMDs) on Public Health |
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33 | (4) |
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Usability Evaluation of a Modern Multilingual MeSH Browser |
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37 | (4) |
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Point-of-Care Speech-Recognition Based mHealth Solution to Facilitate Physicians' Daily Work |
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41 | (2) |
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Tracing the Paradigm Shift on Relationships Through eHealth Components in Health Care |
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43 | (2) |
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Determining the Set of Items to Include in Breast Operative Reports, Using Clustering Algorithms on Retrospective Data Extracted from Clinical DataWarehouse |
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45 | (4) |
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Overview of Existing Tools for Extracting Health and Fitness Data from mHealth Apps |
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49 | (2) |
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Evaluating the Impact of Digital Game on Learning Medical Terminology of Paramedical Students: Protocol for a Randomized Controlled Trial |
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51 | (4) |
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Seyyedeh Fatemeh Mousavi Baigi |
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The ERN-LUNG Population Registry: Aims, Software-Implementation and First Results |
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55 | (4) |
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Jannik Schaaf Axel Zieschank |
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Thomas Otto Friedrich Wagner |
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The Impact of COVID-19 on Mental Health Services in Scotland, UK |
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59 | (4) |
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Use of Electronic Health Information to Advance Health Research |
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63 | (4) |
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The Implementation of a Participatory Technology Development Process in a Clinical Setting |
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67 | (4) |
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ICT Tools for Registry Research: A Market Survey |
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71 | (4) |
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Data Cleaning Process for mHealth Log Data to Inform Health Worker Performance |
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75 | (4) |
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Blockchain Enabled Patient-Centred Care for Inflammatory Bowel Disease: 4 Principles for Socio-Techical and Clinical Alignment |
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79 | (4) |
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Physician Acceptance of Machine Learning for Diagnostic Purposes: Caution, Bumpy Road Ahead! |
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83 | (4) |
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Impact of Follow-Up Imaging Recommendation Specificity on Adherence |
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87 | (4) |
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Time Bias Awareness in ECG-Based Multiple Source Data Matching |
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91 | (4) |
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Beat to BEAT -- Non-Invasive Investigation of Cardiac Function on the International Space Station |
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95 | (5) |
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Towards an Evolutionary Open Pediatric Intensive Care Dataset in the ELISE Project |
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100 | (4) |
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Christian Groszewski-Anders |
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Data Protection in Healthcare Research: Medical Students' Knowledge and Behavior |
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104 | (4) |
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Effectiveness of Serious Games for Language Processing Amongst Elderly Population with Cognitive Impairment: A Systematic Review and Meta-Analysis |
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108 | (4) |
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Effectiveness of Serious Games for Visuospatial Abilities in Elderly Population with Cognitive Impairment: A Systematic Review and Meta-Analysis |
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112 | (4) |
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Beyond the Brain: MIDS Extends BIDS to Multiple Modalities and Anatomical Regions |
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116 | (2) |
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Jose Manuel Saborit-Torres |
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Joaquim Angel Montell-Serrano |
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Artificial Intelligence-Based Mobile Application for Sensing Children Emotion Through Drawings |
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118 | (4) |
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Video Recordings of Interactions |
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122 | (2) |
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The Podcast "Digitization of Medicine" as a Form of Science Communication |
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124 | (4) |
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Visualization System for the Impact of Context Open Data in Clinical Settings |
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128 | (4) |
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Caregivers Interactions with Clinical Autocomplete Tool: A Retrospective Study |
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132 | (4) |
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Christophe Gaudet-Blavignac |
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Towards the Adoption of Novel Visualizations in Public Health |
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136 | (4) |
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A Systematic Review on Improving Health Literacy in Rural Africa Using Mobile Serious Games |
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140 | (4) |
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An Improved Infrastructure for Privacy-Preserving Analysis of Patient Data |
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144 | (4) |
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External Validation and Transportability of Models to Predict Acute Kidney Injury in the Intensive Care Unit |
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148 | (4) |
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Substantive Interpretation of Machine Learning Solutions by the Example of Determining the Activity of the Tuberculosis Process in Individuals with Minimal Tuberculosis Residual Changes |
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152 | (5) |
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The Impact of the COVID-19 Pandemic on Physician Electronic Health Record Use and Burden at a Canadian Mental Health Hospital |
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157 | (4) |
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PeterPandemic: A Serious Game for Pandemic Management |
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161 | (2) |
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The Utilization of Health Informatics Interventions in the COVID-19 Pandemic: A Scoping Review |
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163 | (4) |
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Data Federation in Healthcare for Artificial Intelligence Solutions |
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167 | (4) |
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An Evaluation Guide and Decision Support Tool for Journey Maps in Healthcare and Beyond |
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171 | (4) |
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Contextualizing Online Laboratory (lab) Results and Mapping the Patient Journey |
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175 | (4) |
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Information Provision and Quality. A Pilot Study on Shared Decision-Making in Multiple Sclerosis |
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179 | (4) |
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COVID-BIOCHIP: A Web Tool to Analyse COVID-19 Antigen Microarrays |
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183 | (4) |
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Ethical, Legal and Social Implications in a Nursing Field Study in Bavaria |
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187 | (2) |
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Comparison of Data Classification Results for Leap Motion Recovery Gestures |
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189 | (4) |
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Lacramioara Stoicu-Tivadar |
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The Effects of Health Behavior Changing Program for Systolic Blood Pressure Reduction Among Thai Buddhist Monks, Thailand |
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193 | (4) |
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Analyzing SARS-CoV-2 Sequence Patterns by Semantic Trajectories |
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197 | (4) |
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Federated Learning and Internet of Medical Things - Opportunities and Challenges |
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201 | (4) |
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Student Experience and Its Relationship with Campus Mental Well-Being |
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205 | (4) |
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Artificial Intelligence-Based Models for Predicting Vaccines Critical Tweets: An Experimental Study |
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209 | (4) |
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Portable Health Clinic System for Maternal and Child Health Care in COVID-19 Pandemic Situation |
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213 | (4) |
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Information Technologies for Cognitive Decline |
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217 | (4) |
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Health-Related Content in Transformer-Based Deep Neural Network Language Models: Exploring Cross-Linguistic Syntactic Bias |
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221 | (5) |
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Comparison of Non-AI and AI-Enabled M-Health Platforms for COVID-19 Self Screening in Indonesia |
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226 | (4) |
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Ariani Arista Putri Pertiwi |
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Comparing Themes Extracted via Topic Modeling and Manual Content Analysis: Korean-Language Discussions of Dementia on Twitter |
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230 | (4) |
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Collecting Data from Senior Citizens Using Serious Games |
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234 | (4) |
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Designing a Dashboard for HIV-data Reporting Performance by Facilities: Case Study of Kenya |
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238 | (4) |
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Implementation of a Geographic Information System-Based Smartphone Application for Health Vigilance in Older Adults by Village Health Volunteers (OSOMO) |
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242 | (4) |
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Songkramchai Leethongdeesakul |
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Narongsakdi Kuboonya-Aragsa |
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Mental Health Teleconsultation Patterns on the Most Popular mHealth Platforms in Indonesia |
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246 | (3) |
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Azzahra Fatinnuha Azmi Prayogi Putri |
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Ethical Issues in the Utilization of Black Boxes for Artificial Intelligence in Medicine |
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249 | (4) |
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Comparing Emotional Valence Scores of Twitter Posts from Manual Coding and Machine Learning Algorithms to Gain Insights to Refine Interventions for Family Caregivers of Persons with Dementia |
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253 | (4) |
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Data Literacy in Medical Education - An Expedition into the World of Medical Data |
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257 | (4) |
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Highmeducation Consortium |
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Designing a Social Robot Companion to Support Homecare: Usability Results |
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261 | (4) |
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Alexandra Villaverde Naveira |
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Using Logistic Regression to Predict Long COVID Conditions in Chronic Patients |
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265 | (4) |
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Azra Lagumdzija-Kulenovic |
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Inference Time of a CamemBERT Deep Learning Model for Sentiment Analysis of COVID Vaccines on Twitter |
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269 | (2) |
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Seismocardiography with Smartphones: No Leap from Bench to Bedside (Yet) |
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271 | (5) |
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Integrating Human Patterns of Qualitative Coding with Machine Learning: A Pilot Study Involving Technology-Induced Error Incident Reports |
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276 | (5) |
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Automatic Wound Type Classification with Convolutional Neural Networks |
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281 | (4) |
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Evaluating Usability of Telehealth Sehhaty Application Used in Saudi Arabia During Covid-19 |
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285 | (4) |
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Explaining Contextualized Word Embeddings in Biomedical Research - A Qualitative Investigation |
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289 | (4) |
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The Sortal Concept in the Context of Biomedical Record Linkage |
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293 | (5) |
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Diabetes and Obesity in Bulgaria. Study of a Large Number of Outpatient Records from 2018 |
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298 | (4) |
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Integration of Biobanking Architecture with Genomics Data: Genomics Integrated Biobanking Ontology (GIBO) |
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302 | (2) |
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Methods Used to Compare Narrative Clinical Practice Guidelines: A Scoping Review |
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304 | (4) |
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An Approach to Differentiate Cell Painted ER and Cytoplasm Using Zernike Moment Descriptor and Multilayer Perceptron |
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308 | (4) |
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Sreelekshmi Palliyil Sreekumar |
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Evaluating a Smart Healthcare System Design Through Participatory Approach |
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312 | (4) |
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Assessing Disparities in COVID-19 Testing Using National COVID Cohort Collaborative |
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316 | (4) |
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Implementation of a Mobile Application in Acute Stroke Care Documentation |
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320 | (4) |
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Applying Participatory Design Mixed-Methods Approaches to Refine Twitter-Based Social Support Interventions for African Americans and Hispanic Family Caregivers of Persons with Dementia |
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324 | (4) |
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Maria D. de Planell Saguer |
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Using Machine Learning to Identify No-Show Telemedicine Encounters in a New York City Hospital |
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328 | (4) |
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Adaptation of HL7 FHIR for the Exchange of Patients' Gene Expression Profiles |
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332 | (4) |
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BeWell@Digital uu Supporting Young People's Mental Health in Western Balkans with E-solutions |
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336 | (3) |
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Hospital Readmission Prediction via Keyword Extraction and Sentiment Analysis on Clinical Notes |
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339 | (4) |
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Effect of Hydroxychloroquine on Influenza Prevention |
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343 | (2) |
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Do Health Technology Safety Issues Vary by Vendor? |
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345 | (5) |
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Natural Language Processing Approaches for Retrieval of Clinically Relevant Genomic Information in Cancer |
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350 | (4) |
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Type and Number of Errors of the Iranian Electronic Health Record (SEPAS) in Hospitals Affiliated with Mashhad University of Medical Sciences |
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354 | (4) |
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Seyyedeh Fatemeh Mousavi Baigi |
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Seyyed Mojtaba Hashemi Hasani |
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Need of Equity in Virtual Mental Health in Canada in the Times of COVID-19 |
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358 | (2) |
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Treatment Prediction in the ICU Setting Using a Partitioned, Sequential Deep Time Series Analysis |
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360 | (2) |
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Classification of Challenges and Threats in Healthcare Cybersecurity: A Systematic Review |
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362 | (4) |
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Clinical Trials on Alternative Medicines for COVID-19 |
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366 | (4) |
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Open Source Web Application: An Application on Health Tourism in Greece |
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370 | (2) |
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Large-Scale EHR Suites and Path-Dependence |
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372 | (4) |
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An Autoscaling Platform Supporting Graph Data Modelling Big Data Analytics |
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376 | (4) |
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A Hand Motion Tracker Supporting Home-Based Rehabilitation for People with Hemiplegia due to Stroke |
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380 | (2) |
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Evaluating the Quality of a Clinical Mobile App for Physicians' CT Scan Ordering Using the MARS Rating Scale |
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382 | (4) |
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Acceptability and Feasibility of Smart Phone Application "OSOMO Prompt" for Health Surveillance in Older Adults by Community Health Workers |
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386 | (4) |
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Mapping SNOMED CT Codes to Semi-Structured Texts via an NLP Pipeline |
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390 | (4) |
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3D Digital Printing in Healthcare: Technologies, Applications and Health Issues |
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394 | (4) |
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Overcoming Major Barriers to Build Efficient Decision Support Systems in Pharmacovigilance |
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398 | (4) |
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Evaluating a Competency-Based MOOC for Paediatric Training |
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402 | (3) |
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Using Machine Learning for Predicting the Hospitalization of Emergency Department Patients |
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405 | (4) |
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Early Diabetes Prediction: A Comparative Study Using Machine Learning Techniques |
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409 | (5) |
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Medical Device Incident Reports by Professional Users in Finland 2014--2021 |
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414 | (4) |
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Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms |
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418 | (4) |
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Conception, Development and Validation of Classification Methods for Coding Support of Rare Diseases Using Artificial Intelligence |
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422 | (4) |
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Collaborative Learning Using Escape Designs and Pedagogies. A Needs Analysis Protocol |
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426 | (4) |
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Discovering Association Rules in Antimicrobial Resistance in Intensive Care Unit |
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430 | (4) |
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Chances and Risks of Using Robotic Assistance Systems in Early Neurological Rehabilitation: A Qualitative Analysis |
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434 | (4) |
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Augmenting the Doctor of the 21st Century with Patient-Centered Communication Skill-Sets: The FOR21 Project |
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438 | (4) |
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Anastassia Rodina-Theocharaki |
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Web Quality Assurance of Information in Healthcare |
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442 | (4) |
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A Formal Model for the FAIR4Health Information Architecture |
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446 | (4) |
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Symptom Management and Quality of Life of Palliative Cancer Patients After Being Administered with Thai Medicinal Cannabis |
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450 | (4) |
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Interactive Voice Response Service to Improve High School Students Covid-19 Literacy in Burkina Faso: A Usability Study |
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454 | (4) |
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Electronic Patient Reported Outcomes for Miscarriage Research in Tommy's Net |
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458 | (4) |
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Using Association Rules in Antimicrobial Resistance in Stone Disease Patients |
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462 | (4) |
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Cluster Analysis Assessment in Proposing a Surgical Technique for Benign Prostatic Enlargement |
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466 | (4) |
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Investigating Diabetes Mellittus Impact on Various Aspects of Patients' Quality of Life |
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470 | (4) |
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Ifigeneia Vasiliki Kontoteza |
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Athanasia Papazafiropoulou |
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Olympia Konstantakopoulou |
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Investigating Diabetes Mellitus Patients' Experiences with Self Monitoring Blood Glucose Methods |
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474 | (4) |
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Ifigeneia Vasiliki Kontoteza |
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Athanasia Papazafiropoulou |
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Olympia Konstantakopoulou |
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Structural and Semantic Mapping of Application Programming Interfaces |
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478 | (5) |
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Gokce Banu Laleci Erturkmen |
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Explainable Optimized LightGBM Based Differentiation of Mild Cognitive Impairment Using MR Radiomic Features |
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483 | (4) |
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CAREPATH: Developing Digital Integrated Care Solutions for Multimorbid Patients with Dementia |
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487 | (4) |
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Gokce Banu Laleci Erturkmen |
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Almudena Avendaho Cespedes |
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Elisa Belen Cortes Zamora |
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Wolfgang Schmidt-Barzynski |
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Deep Time Growing Neural Network vs Convolutional Neural Network for Intelligent Phonocardiography |
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491 | (4) |
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The Transition to Distance Learning in the Era of Covid-19 Pandemic: The Perceptions and Experiences of Nursing Students |
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495 | (4) |
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Utilization of Digital Health Dashboards in Improving COVID-19 Vaccination Uptake, Accounting for Health Inequities |
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499 | (4) |
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Exploratory Clustering for Emergency Department Patients |
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503 | (4) |
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Application of Machine Learning Techniques to Examine Social Service Needs Among Hispanic Family Caregivers of Persons with Dementia |
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507 | (4) |
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Automated Segmentation of Lateral Ventricles in Alzheimer's Conditions Using UNET++Model |
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511 | (4) |
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An OHDSI ATLAS Extension to Support Feasibility Requests in a Research Network |
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515 | (2) |
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Customized and Automated Machine Learning-Based Models for Diabetes Type 2 Classification |
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517 | (4) |
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Investigating the Impact of the Covid-19 Pandemic on the Economy and the Corresponding Entrepreneurship Support Measures in Europe |
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521 | (5) |
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Olympia Konstantakopoulou |
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A Bibliometric Analysis of Virtual Reality-Aided Vision Therapy |
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526 | (4) |
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Using an Extended Technology Acceptance Model to Evaluate Digital Health Services |
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530 | (4) |
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Artificial Intelligence: On the Way to Doctor's Trust |
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534 | (4) |
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Evaluation of the Discrimination Ability of the Decision Rule Allowing to Predict the Probability of Death in Oncosurgical Patients with Comorbid Pathology |
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538 | (4) |
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2D Anatomical Structure for COVID-19 Medical Images |
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542 | (3) |
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A Comparison of Convolutional Neural Networks and Traditional Feature-Based Classification Applied to Leukaemia Image Analysis |
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545 | (6) |
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Complexity and Health Technology Safety |
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551 | (4) |
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Predicting the Length of Stay in Neurosurgery with RuGPT-3 Language Model |
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555 | (4) |
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A Machine Learning Solution to Predict Elective Orthopedic Surgery Case Duration |
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559 | (3) |
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Serious Gaming and Artificial Intelligence in Rehabilitation of Rheumatoid Arthritis |
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562 | (4) |
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Lacramioara Stoicu-Tivadar |
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Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions |
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566 | (4) |
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Intelligent Pervasive Monitoring Solution of COVID-19 Patients |
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570 | (4) |
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A Conceptual Framework for Fetus Head Analysis Based on Ultrasound Images |
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574 | (5) |
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| Subject Index |
|
579 | (6) |
| Author Index |
|
585 | |
