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Table of Contents
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.
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.