Informatics and Technology in Clinical Care and Public Health.

• Superior document: Studies in Health Technology and Informatics Series ; v.289
• Author: Mantas, J.
• TeilnehmendeR: Hasman, A.; Househ, M. S.
• Place / Publishing House: Amsterdam : : IOS Press, Incorporated,, 2022.; Ã2022.
• Year of Publication: 2022
• Edition: 1st ed.
• Language: English
• Series: Studies in Health Technology and Informatics Series
• Physical Description: 1 online resource (540 pages)

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.