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Studies in health technology and informatics ;.
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Оглавление
- 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
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