Informatics and Technology in Clinical Care and Public Health

J. Mantas, A. Hasman, M.S. Househ, Arie Hasman, Mowafa S. Househ, Emmanouil Zoulias, Joseph Liaskos

• Publisher: SAGE Publications Ltd
• Year: 2022
• Print ISBN: 9781643682501
• eBook ISBN: 9781643682518
• Edition: 1
• Topic: Medicine
• Subtopic: Public Health, Administration & Care

Data, informatics, and technology are now among the most important aspects inspiring health professionals and informaticians to improve healthcare for the benefit of patients. This book presents the proceedings of the 19th annual International Conference on Informatics, Management, and Technology in Healthcare (ICIMTH 2021), held as a virtual event due to COVID-19 pandemic restrictions on 16 and 17 October 2021 in Athens, Greece. The ICIMTH conferences are a series of scientific events which bring together scientists working in the field of biomedical and health informatics from around the world. The 2021 conference examined the field of biomedical and health informatics in a very broad framework, presenting the research and application outcomes of informatics from cell to populations, and including a number of technologies such as imaging, sensors and biomedical equipment, as well as management and organizational aspects, including legal and social issues and the setting of research priorities in health informatics. A significant number of the papers included here relate to the COVID-19 pandemic. Providing an insight into the latest developments in biomedical and health informatics, the book will be of interest to all those working in the field.

Table of contents

• Title Page
• Preface
• ICIMTH 2021 Scientific Programme Committee and Reviewers
• Contents
• 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
• A Comparison of Word Embeddings to Study Complications in Neurosurgery
• Gulf Cooperation Council Clinical Trials in the Pursuit of Medications for COVID-19
• Hazards for the Implementation and Use of Artificial Intelligence Enabled Digital Health Interventions, a UK Perspective
• An Evaluation of Pretrained BERT Models for Comparing Semantic Similarity Across Unstructured Clinical Trial Texts
• AI Enhanced Person-Centred Care Services for Monitoring Stroke Outpatient Rehabilitation
• FAIR and Quality Assured Data - The Use Case of Trueness
• Using Machine Learning to Improve Personalised Prediction: A Data-Driven Approach to Segment and Stratify Populations for Healthcare
• Prediction of Postoperative Speech Dysfunction Based on Cortico-Cortical Evoked Potentials and Machine Learning
• Early Prediction of Neoplasms Using Machine Learning: A Study of Electronic Health Records from the Ministry of National Guard Health Affairs in Saudi Arabia
• Medical Informatics in a Tension Between Black-Box AI and Trust
• Development of an Expert Knowledge-Based Genomic Variant Prioritisation Platform
• Pro-Active Detection of Potentially Wrong Diagnoses Due to Substantial Changes of Laboratory Measurements
• The Clinical and Biochemical Parameter Data: Effect of High Blood Glucose on Diabetic Nephropathy Among Non-Insulin-Dependent Diabetes Mellitus (NIDDM), Thailand
• Public Sentiment Towards Vaccination After COVID-19 Outbreak in the Arab World
• ABiMed: Towards an Innovative Clinical Decision Support System for Medication Reviews and Polypharmacy Management
• Machine Learning Approaches for Early Prostate Cancer Prediction Based on Healthcare Utilization Patterns
• Semiautomatic Identification of Pulmonary Embolism in Electronic Health Records Through Sentence Labeling
• Utilizing Shared Big Data to Identify Liver Cancer Dedifferentiation Markers
• ALLD: Acute Lymphoblastic Leukemia Detector
• Application of Natural Language Processing to Learn Insights on the Clinician's Lived Experience of Electronic Health Records
• Healthcare Professionals' Perceptions and Opinions on "Do not Attempt Resuscitation" (DNAR) Order and Documentation
• A Framework for User-Configurable Data Quality Assurance of Electronic Patient Records
• Predicting the Risk Factors of Second Primary Cancer in Patients with Hepatocellular Carcinoma
• A Deep Learning Program to Predict Acute Kidney Injury
• Designing an Electronic Shared Care Plan to Enable Person-Centred, Team-Based Home Care
• Reviewing and Content Analysis of Persian Language Mobile Health Apps for COVID-19 Management
• Mobile-Based Self-Care Application for COVID-19: Development Process Using the ADDIE Model
• Minimization of the Drug and Gene Interactions in Polypharmacy Therapies Augmented with COVID-19 Medications
• Introduction of the EU Digital COVID Certificate in Slovenia: Technological and Process Aspects
• Latent COVID-19 Clusters in Patients with Opioid Misuse
• Smartphone-Based Healthcare Apps for Older Adults in the COVID-19 Era: Heuristic Evaluation
• A-Test Method for Quantifying Structural Risk and Learning Capacity of Supervised Machine Learning Methods
• Factors for Individualization of Therapeutic Exercises for the Design of Health-Enabling Technologies
• Intellicor: Mobile Design for Monitoring Phonographic Signals
• Design and Implementation of a Computerized Management System for Adverse Drug Reactions at the Souro SANOU University Hospital (CHUSS) in Bobo-Dioulasso, Burkina Faso
• Implementation of a Monitoring System for Pregnancy by Tele-Ultrasound in an African Context (Burkina Faso)
• Mobile Monitoring of Diabetic Patients in the Active File of the Medical Center of Do (Burkina Faso)
• Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations
• Drawing on the Doctor-Patient Relationship in e-Health Services
• Tracking Activities of Daily Living in the Home Office
• Developing an Ontology for Documenting Adverse Events While Avoiding Pitfalls
• 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
• Identification of COVID-19 Vaccines Concerns in Health-Related French Web Forums: A Topic Modelling Approach
• MDA Framework for FAIR Principles
• Students' Satisfaction and e-Learning Courses in Covid-19 Pandemic Era: A Case Study
• Cultural Adaptation and Piloting of iSupport Dementia in Greece
• Continuing Education of Nurses in Patient Handovers: Development and Evaluation of a Digitally Enabled Problem-Based Learning Course
• Multilingual Approach to COVID-19 Online Learning Response on OpenWHO.org
• Could Linguistic Complexity Be Automatically Evaluated? A Multilingual Study on WHO's Emergency Learning Platform
• User-Based Evaluation of a Data-Driven Medical Education Platform
• Sharing the IT Educational Experience of Developing 3D Applications for Medical Students Training
• Artificial Intelligence in Primary Care: An Overview
• Development and Evaluation of a Bayesian Risk Stratification Method for Major Amputations in Patients with Diabetic Foot Ulcers
• Effectively Detecting Left Bundle Branch Block False Defects in Myocardial Perfusion Imaging (MPI) with a Convolutional Neural Network (CNN)
• Usability of Venous Thromboembolism Prophylaxis Recommender System: A Pilot Study
• Development of a Clinical Decision Support System for Smart Algorithms in Emergency Medicine
• Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data
• Applying Social Network Analysis to Compare Dementia Caregiving Networks on Twitter in Hispanic and Black Communities
• The Biopsychosocial Actor in the Contexts of Health and Human Services Informatics
• Towards Harmonized Data Quality in the Medical Informatics Initiative - Current State and Future Directions
• The Linkage Between Bone Densitometry and Cardiovascular Disease
• Radiotherapy Information System in Cancer Treatment Improvement: A Case Study at the Brazilian National Cancer Institute
• eHealth Literacy Among Health Sciences Students in Greece
• Trust in E-Health System and Willingness to Share Personal Health Data
• Assisting Data Retrieval with a Drug Knowledge Graph
• Artificial Intelligence Models for Heart Chambers Segmentation from 2D Echocardiographic Images: A Scoping Review
• Recent Developments in Artificial Intelligence-Based Techniques for Prostate Cancer Detection: A Scoping Review
• Findings from a Panel Discussion on Evaluation Methods in Medical Informatics
• The Effect of Short Messaging System-Based Feedback on Physicians' Head CT Scan Ordering Behavior in Neurology and Neurosurgery Departments
• Evaluative Frameworks and Models for Health Information Systems (HIS) and Health Information Technologies (HIT)
• CARE REGIO - Digital Transformation and Technology in Nursing Care
• Description of a Digital Health Platform for Emotional and Self-Management Support of Caregivers of Children Receiving Growth Hormone Treatment
• Clinical Notes De-Identification: Scoping Recent Benchmarks for n2c2 Datasets
• Predicting Hospital Admission for Emergency Department Patients: A Machine Learning Approach
• Automatic Classification of Diabetic Foot Ulcer Images - A Transfer-Learning Approach to Detect Wound Maceration
• Effects of Computer-Aided Decision Support Systems on Appropriate Antibiotic Prescribing by Medical Interns: A Quasi-Experimental Study
• Remote AI Supported E-Multidisciplinary Oncology Conference in Breast Cancer as a Technology and Method to Optimize Outcomes in the Peripheries
• E-Multidisciplinary Oncology Conference for Liver Cancer as a Technology and Method to Optimize Personalization and Outcomes in the Peripheries
• Use of Artificial Intelligence for Predicting COVID-19 Outcomes: A Scoping Review
• A Conceptual Framework to Predict Mental Health Patients' Zoning Classification
• Stroke Units Necessity for Patients, Web-Based "SUN4P" Registry: Descriptive Characteristics of the Population
• Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care
• Contribution of Artificial Intelligence in Pregnancy: A Scoping Review
• Introducing Gamification in eHealth Platforms for Promoting Wellbeing
• Use of Scratch as ICT Educational Tool in Health
• The Journey of Clinical Registries Through Various Phases of the Digital Age: A Technical Perspective
• Patient's Unique Identifier for Efficient and Secure Monitoring of Pregnant Women in Burkina Faso
• The Implementation of a Mobile APP for Cancer Care Management at the Brazilian National Cancer Institute
• A Self-Management App for Patients with Schizophrenia: A Pilot Study
• The Use of Robotics in Dementia Care: An Ethical Perspective
• Development of Algorithms for Automated Timed Up-and-Go Test Subtask and Step Frequency Analysis
• Digital Health Platform for Emotional and Self-Management Support of Caregivers of Children Receiving Growth Hormone Treatment
• Evaluation of Meditation Apps Available on Google Play and Apple Store: An App Review
• Features of Meditation Apps: A Scoping Review
• A Multilingual Browser Platform for Medical Subject Headings
• Data Privacy, Regulations and Legal Issues on COVID-19 Tracking Apps: A Scoping Review
• Assessing Staff's and Stroke Patients' Experiences in 8 Hospitals in Greece: Results from a Prospective Multi-Center Study ("SUN4Patients")
• Quantifying Heterogeneity in Tumors: Proposing a New Method Utilizing Convolutional Neuronal Networks
• The Need for Data Contextualization in Urban-Water Systems in Terms of Environmental and Behavioural Health
• Usability Inspection of a Mobile Cancer Telerehabilitation System
• Using Automated Text Processing to Assess the Patient Experience of an On-Demand Tele-Urgent Care
• Inference Control in a Diabetes Data Set Using a Java-Based Prototype of LDH Algorithm
• Admission and Discharge Following Ambulance Transport to the Emergency Department
• Cory COVID-Bot: An Evidence-Based Behavior Change Chatbot for COVID-19
• Geographic Information System-Based Mobile Application Design for Health Care in Older Persons in Rural Community by Village Health Volunteers
• Exploring the Influence of Users' Characteristics in Continuance Intention to Use Electronic Medical Records (EMR): Extending the Expectation Confirmation Model (ECM)
• A Resilience Model for Moderating Outcomes Related to Electronic Medical Record Downtime
• Inpatient Cost of Stroke Care in Greece: Preliminary Results of the Web-Based "SUN4P" Registry
• Embedding Risk-Based Anonymization into Data Access Control for Providing Individual-Level Health Data in a Secure Way
• A Safety Maturity Model for Technology-Induced Errors
• The Wellness Center in Public Hospitals in Thailand: A Qualitative Assessment Using RE-AIM Model
• The Contribution of Informatics to Overcoming the Covid-19 Fake News Outbreak by Learning to Navigate the Infodemic
• A GDPR-Compliant Partner Notification Service
• Quantifying Citizens' Well-Being in Areas with Natural Based Solutions Using Mobile Computing
• Perform the Regulatory Process: A National Approach for Evaluation of the Pre-Hospital Emergency Information System in I.R. Iran
• Pitfalls of Social Media in the Era of COVID-19 Pandemics
• The Impact of Virtual Reality in Enhancing the Quality of Life of Pediatric Oncology Patients
• Electronic Health Records and Physician Burnout: A Scoping Review
• openEHR-to-FHIR: Converting openEHR Compositions to Fast Healthcare Interoperability Resources (FHIR) for the German Corona Consensus Dataset (GECCO)
• Healthcare Professionals' Perceptions of Adoption of EHRs in Primary Care in Saudi Arabia
• Combining Machine Learning and Network Analysis Pipelines: The Case of Microbiome and Metabolomics Data in Colorectal Cancer
• Digital Entrepreneurial Nest: Supporting Digitization of Healthcare at National Level in Montenegro
• Co-Designing Smartphone Notifications According to the Clinical Routine of Cancer Patients
• Range-Measurement Sensor to Improve the Authentication Workflow for Users of a Hospital Information System: A Proof-of-Concept Study
• Application Using Standard Communication Between Medical Facilities
• Scientific Model Application "Smart Personalized Telecare Approach in Primary Healthcare"
• Accreditation on Biomedical and Health Informatics in Europe: Guidelines and Procedures
• Subject Index
• Author Index