9781643682518

9781643682501

Studies in Health Technology and Informatics Ser. ; v.289

Intro

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.