| Preface |
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| ICIMTH 2021 Scientific Programme Committee and Reviewers |
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vii | |
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Using Artificial Intelligence to Develop a Lexicon-Based African American Tweet Detection Algorithm to Inform Culturally Sensitive Twitter-Based Social Support Interventions for African American Dementia Caregivers |
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1 | (4) |
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A Comparison of Word Embeddings to Study Complications in Neurosurgery |
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5 | (4) |
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Gulf Cooperation Council Clinical Trials in the Pursuit of Medications for COVID-19 |
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9 | (5) |
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Hazards for the Implementation and Use of Artificial Intelligence Enabled Digital Health Interventions, a UK Perspective |
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14 | (4) |
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An Evaluation of Pretrained BERT Models for Comparing Semantic Similarity Across Unstructured Clinical Trial Texts |
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18 | (4) |
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Johns Hopkins Molecular Tumor Board Investigators |
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AI Enhanced Person-Centred Care Services for Monitoring Stroke Outpatient Rehabilitation |
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22 | (3) |
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FAIR and Quality Assured Data - The Use Case of Trueness |
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25 | (4) |
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Using Machine Learning to Improve Personalised Prediction: A Data-Driven Approach to Segment and Stratify Populations for Healthcare |
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29 | (4) |
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Prediction of Postoperative Speech Dysfunction Based on Cortico-Cortical Evoked Potentials and Machine Learning |
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33 | (4) |
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Early Prediction of Neoplasms Using Machine Learning: A Study of Electronic Health Records from the Ministry of National Guard Health Affairs in Saudi Arabia |
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37 | (4) |
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Medical Informatics in a Tension Between Black-Box AI and Trust |
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41 | (4) |
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Development of an Expert Knowledge-Based Genomic Variant Prioritisation Platform |
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45 | (4) |
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Pro-Active Detection of Potentially Wrong Diagnoses Due to Substantial Changes of Laboratory Measurements |
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49 | (4) |
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The Clinical and Biochemical Parameter Data: Effect of High Blood Glucose on Diabetic Nephropathy Among Non-Insulin-Dependent Diabetes Mellitus (NIDDM), Thailand |
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53 | (4) |
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Public Sentiment Towards Vaccination After COVID-19 Outbreak in the Arab World |
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57 | (4) |
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ABiMed: Towards an Innovative Clinical Decision Support System for Medication Reviews and Polypharmacy Management |
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61 | (4) |
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Machine Learning Approaches for Early Prostate Cancer Prediction Based on Healthcare Utilization Patterns |
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65 | (4) |
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Semiautomatic Identification of Pulmonary Embolism in Electronic Health Records Through Sentence Labeling |
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69 | (4) |
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Utilizing Shared Big Data to Identify Liver Cancer Dedifferentiation Markers |
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73 | (4) |
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ALLD: Acute Lymphoblastic Leukemia Detector |
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77 | (4) |
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Application of Natural Language Processing to Learn Insights on the Clinician's Lived Experience of Electronic Health Records |
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81 | (4) |
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Healthcare Professionals' Perceptions and Opinions on "Do not Attempt Resuscitation" (DNAR) Order and Documentation |
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85 | (4) |
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A Framework for User-Configurable Data Quality Assurance of Electronic Patient Records |
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89 | (4) |
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Predicting the Risk Factors of Second Primary Cancer in Patients with Hepatocellular Carcinoma |
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93 | (4) |
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A Deep Learning Program to Predict Acute Kidney Injury |
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97 | (5) |
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Designing an Electronic Shared Care Plan to Enable Person-Centred, Team-Based Home Care |
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102 | (4) |
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Reviewing and Content Analysis of Persian Language Mobile Health Apps for COVID-19 Management |
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106 | (4) |
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Mobile-Based Self-Care Application for COVID-19: Development Process Using the ADDIE Model |
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110 | (4) |
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Minimization of the Drug and Gene Interactions in Polypharmacy Therapies Augmented with COVID-19 Medications |
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114 | (4) |
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Azra Lagumdzija-Kulenovic |
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Introduction of the EU Digital COVID Certificate in Slovenia: Technological and Process Aspects |
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118 | (5) |
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Latent COVID-19 Clusters in Patients with Opioid Misuse |
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123 | (5) |
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Smartphone-Based Healthcare Apps for Older Adults in the COVID-19 Era: Heuristic Evaluation |
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128 | (4) |
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A-Test Method for Quantifying Structural Risk and Learning Capacity of Supervised Machine Learning Methods |
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132 | (4) |
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Factors for Individualization of Therapeutic Exercises for the Design of Health-Enabling Technologies |
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136 | (4) |
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Intellicor: Mobile Design for Monitoring Phonographic Signals |
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140 | (4) |
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Design and Implementation of a Computerized Management System for Adverse Drug Reactions at the Souro SANOU University Hospital (CHUSS) in Bobo-Dioulasso, Burkina Faso |
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144 | (8) |
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Implementation of a Monitoring System for Pregnancy by Tele-Ultrasound in an African Context (Burkina Faso) |
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148 | (4) |
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Mobile Monitoring of Diabetic Patients in the Active File of the Medical Center of Do (Burkina Faso) |
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152 | (4) |
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Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations |
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156 | (4) |
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Drawing on the Doctor-Patient Relationship in e-Health Services |
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160 | (2) |
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Tracking Activities of Daily Living in the Home Office |
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162 | (4) |
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Developing an Ontology for Documenting Adverse Events While Avoiding Pitfalls |
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166 | (4) |
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Analyzing Topics and Sentiments from Twitter to Gain Insights to Refine Interventions for Family Caregivers of Persons with Alzheimer's Disease and Related Dementias (ADRD) During COVID-19 Pandemic |
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170 | (4) |
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Identification of COVID-19 Vaccines Concerns in Health-Related French Web Forums: A Topic Modelling Approach |
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174 | (4) |
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MDA Framework for FAIR Principles |
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178 | (2) |
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Students' Satisfaction and e-Learning Courses in Covid-19 Pandemic Era: A Case Study |
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180 | (4) |
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Cultural Adaptation and Piloting of I Support Dementia in Greece |
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184 | (4) |
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Anastasios Mastroyiannakis |
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Continuing Education of Nurses in Patient Handovers: Development and Evaluation of a Digitally Enabled Problem-Based Learning Course |
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188 | (4) |
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Multilingual Approach to COVID-19 Online Learning Response on Open WHO.org |
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192 | (4) |
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Could Linguistic Complexity Be Automatically Evaluated? A Multilingual Study on WHO's Emergency Learning Platform |
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196 | (4) |
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User-Based Evaluation of a Data-Driven Medical Education Platform |
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200 | (4) |
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Sharing the IT Educational Experience of Developing 3D Applications for Medical Students Training |
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204 | (4) |
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Lacramioara Stoicu-Tivadar |
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Artificial Intelligence in Primary Care: An Overview |
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208 | (4) |
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Development and Evaluation of a Bayesian Risk Stratification Method for Major Amputations in Patients with Diabetic Foot Ulcers |
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212 | (4) |
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Effectively Detecting Left Bundle Branch Block False Defects in Myocardial Perfusion Imaging (MPI) with a Convolutional Neural Network (CNN) |
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216 | (4) |
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Usability of Venous Thromboembolism Prophylaxis Recommender System: A Pilot Study |
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220 | (4) |
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Development of a Clinical Decision Support System for Smart Algorithms in Emergency Medicine |
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224 | (4) |
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Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data |
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228 | (4) |
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Applying Social Network Analysis to Compare Dementia Caregiving Networks on Twitter in Hispanic and Black Communities |
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232 | (4) |
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The Biopsychosocial Actor in the Contexts of Health and Human Services Informatics |
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236 | (4) |
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Towards Harmonized Data Quality in the Medical Informatics Initiative - Current State and Future Directions |
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240 | (4) |
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The Linkage Between Bone Densitometry and Cardiovascular Disease |
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244 | (4) |
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Radiotherapy Information System in Cancer Treatment Improvement: A Case Study at the Brazilian National Cancer Institute |
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248 | (4) |
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Antonio Augusto Goncalves |
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Sandro Luis Freire de Castro Silva |
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Emmanuel Tenorio Cavalcante |
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Jose Geraldo Pereira Barbosa |
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Francisco Santos Sabbadini |
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eHealth Literacy Among Health Sciences Students in Greece |
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252 | (4) |
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Trust in E-Health System and Willingness to Share Personal Health Data |
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256 | (4) |
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Assisting Data Retrieval with a Drug Knowledge Graph |
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260 | (4) |
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Artificial Intelligence Models for Heart Chambers Segmentation from 2D Echocardiographic Images: A Scoping Review |
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264 | (4) |
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Recent Developments in Artificial Intelligence-Based Techniques for Prostate Cancer Detection: A Scoping Review |
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268 | (4) |
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Findings from a Panel Discussion on Evaluation Methods in Medical Informatics |
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272 | (4) |
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The Effect of Short Messaging System-Based Feedback on Physicians' Head CT Scan Ordering Behavior in Neurology and Neurosurgery Departments |
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276 | (4) |
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Evaluative Frameworks and Models for Health Information Systems (HIS) and Health Information Technologies (HIT) |
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280 | (6) |
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CARE REGIO - Digital Transformation and Technology in Nursing Care |
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286 | (4) |
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Description of a Digital Health Platform for Emotional and Self-Management Support of Caregivers of Children Receiving Growth Hormone Treatment |
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290 | (3) |
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Francisco Jose Nuiiez-Benjumea |
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Clinical Notes De-Identification: Scoping Recent Benchmarks for n2c2 Datasets |
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293 | (4) |
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Predicting Hospital Admission for Emergency Department Patients: A Machine Learning Approach |
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297 | (4) |
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Automatic Classification of Diabetic Foot Ulcer Images - A Transfer-Learning Approach to Detect Wound Maceration |
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301 | (4) |
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Effects of Computer-Aided Decision Support Systems on Appropriate Antibiotic Prescribing by Medical Interns: A Quasi-Experimental Study |
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305 | (4) |
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Remote AI Supported E-Multidisciplinary Oncology Conference in Breast Cancer as a Technology and Method to Optimize Outcomes in the Peripheries |
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309 | (4) |
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E-Multidisciplinary Oncology Conference for Liver Cancer as a Technology and Method to Optimize Personalization and Outcomes in the Peripheries |
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313 | (4) |
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Use of Artificial Intelligence for Predicting COVID-19 Outcomes: A Scoping Review |
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317 | (4) |
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A Conceptual Framework to Predict Mental Health Patients' Zoning Classification |
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321 | (4) |
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Stroke Units Necessity for Patients, Web-Based "SUN4P" Registry: Descriptive Characteristics of the Population |
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325 | (4) |
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Olympia Konstantakopoulou |
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Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care |
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329 | (4) |
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Contribution of Artificial Intelligence in Pregnancy: A Scoping Review |
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333 | (4) |
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Introducing Gamification in eHealth Platforms for Promoting Wellbeing |
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337 | (4) |
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Use of Scratch as ICT Educational Tool in Health |
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341 | (4) |
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The Journey of Clinical Registries Through Various Phases of the Digital Age: A Technical Perspective |
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345 | (4) |
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Mohammad Shouki Bazarbashi |
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Patient's Unique Identifier for Efficient and Secure Monitoring of Pregnant Women in Burkina Faso |
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349 | (4) |
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The Implementation of a Mobile APP for Cancer Care Management at the Brazilian National Cancer Institute |
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353 | (4) |
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Emmanuel Tenorio Cavalcante Pires |
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Sandro Luis Freire de Castro Silva |
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Francisco Santos Sabbadini |
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Antonio Augusto Goncalves |
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A Self-Management App for Patients with Schizophrenia: A Pilot Study |
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357 | (5) |
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The Use of Robotics in Dementia Care: An Ethical Perspective |
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362 | (5) |
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Development of Algorithms for Automated Timed Up-and-Go Test Subtask and Step Frequency Analysis |
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367 | (4) |
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Digital Health Platform for Emotional and Self-Management Support of Caregivers of Children Receiving Growth Hormone Treatment |
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371 | (5) |
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Francisco Jose Nunez-Benjumea |
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Evaluation of Meditation Apps Available on Google Play and Apple Store: An App Review |
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376 | (4) |
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Features of Meditation Apps: A Scoping Review |
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380 | (4) |
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A Multilingual Browser Platform for Medical Subject Headings |
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384 | (4) |
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Data Privacy, Regulations and Legal Issues on COVID-19 Tracking Apps: A Scoping Review |
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388 | (4) |
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Assessing Staffs and Stroke Patients' Experiences in 8 Hospitals in Greece: Results from a Prospective Multi-Center Study ("SUN4Patients") |
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392 | (5) |
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Olympia Konstantakopoulou |
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Quantifying Heterogeneity in Tumors: Proposing a New Method Utilizing Convolutional Neuronal Networks |
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397 | (4) |
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Friederike Liesche-Starnecker |
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The Need for Data Contextualization in Urban-Water Systems in Terms of Environmental and Behavioural Health |
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401 | (4) |
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Usability Inspection of a Mobile Cancer Telerehabilitation System |
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405 | (5) |
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Using Automated Text Processing to Assess the Patient Experience of an On-Demand Tele-Urgent Care |
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410 | (4) |
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Inference Control in a Diabetes Data Set Using a Java-Based Prototype of LDH Algorithm |
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414 | (4) |
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Admission and Discharge Following Ambulance Transport to the Emergency Department |
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418 | (4) |
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Cory COVID-Bot: An Evidence-Based Behavior Change Chatbot for COVID-19 |
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422 | (4) |
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Geographic Information System-Based Mobile Application Design for Health Care in Older Persons in Rural Community by Village Health Volunteers |
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426 | (4) |
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Songkramchai Leethongdeesakul |
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Narongsakdi Kuboonya-Aragsa |
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Exploring the Influence of Users' Characteristics in Continuance Intention to Use Electronic Medical Records (EMR): Extending the Expectation Confirmation Model (ECM) |
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430 | (4) |
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A Resilience Model for Moderating Outcomes Related to Electronic Medical Record Downtime |
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434 | (5) |
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Inpatient Cost of Stroke Care in Greece: Preliminary Results of the Web-Based "SUN4P" Registry |
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439 | (4) |
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Olympia Konstantakopoulou |
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Embedding Risk-Based Anonymization into Data Access Control for Providing Individual-Level Health Data in a Secure Way |
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443 | (4) |
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A Safety Maturity Model for Technology-Induced Errors |
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447 | (5) |
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The Wellness Center in Public Hospitals in Thailand: A Qualitative Assessment Using RE-AIM Model |
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452 | (4) |
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Kwanpracha Chiangchaisakulthai |
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The Contribution of Informatics to Overcoming the Covid-19 Fake News Outbreak by Learning to Navigate the Infodemic |
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456 | (4) |
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A GDPR-Compliant Partner Notification Service |
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460 | (5) |
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Quantifying Citizens' Well-Being in Areas with Natural Based Solutions Using Mobile Computing |
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465 | (4) |
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Perform the Regulatory Process: A National Approach for Evaluation of the Pre-Hospital Emergency Information System in I.R. Iran |
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469 | (4) |
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Pitfalls of Social Media in the Era of COVID-19 Pandemics |
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473 | (4) |
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The Impact of Virtual Reality in Enhancing the Quality of Life of Pediatric Oncology Patients |
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477 | (4) |
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Electronic Health Records and Physician Burnout: A Scoping Review |
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481 | (4) |
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openEHR-to-FHIR: Converting openEHR Compositions to Fast Healthcare Interoperability Resources (FHIR) for the German Corona Consensus Dataset (GECCO) |
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485 | (2) |
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Healthcare Professionals' Perceptions of Adoption of EHRs in Primary Care in Saudi Arabia |
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487 | (2) |
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Combining Machine Learning and Network Analysis Pipelines: The Case of Microbiome and Metabolomics Data in Colorectal Cancer |
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489 | (2) |
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Digital Entrepreneurial Nest: Supporting Digitization of Healthcare at National Level in Montenegro |
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491 | (3) |
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Co-Designing Smartphone Notifications According to the Clinical Routine of Cancer Patients |
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494 | (2) |
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Range-Measurement Sensor to Improve the Authentication Workflow for Users of a Hospital Information System: A Proof-of-Concept Study |
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496 | (2) |
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Application Using Standard Communication Between Medical Facilities |
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498 | (2) |
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Lacrdmioara Stoicu-Tivadar |
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Scientific Model Application "Smart Personalized Telecare Approach in Primary Healthcare" |
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500 | (2) |
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Accreditation on Biomedical and Health Informatics in Europe: Guidelines and Procedures |
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502 | (3) |
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| Subject Index |
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505 | (6) |
| Author Index |
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511 | |
