Health Informatics Journal

Article	Citations
Attitudes of patients and mental health professionals towards hypothetical use of serious games in psychotherapy	78
Demonstrating the data integrity of routinely collected healthcare systems data for clinical trials (DEDICaTe): A proof-of-concept study	76
Epid data explorer: A visualization tool for exploring and comparing spatio-temporal epidemiological data	45
Multimodal representation learning for medical analytics - a systematic literature review	36
Using virtual reality technology to prevent substance misuse and violence among university students: A pilot and feasibility study	29
Co-designing of a prototype mobile application for fetal radiation dose monitoring among pregnant radiographers using a design thinking approach	28
11th Panhellenic Conference on Biomedical Technology & 2nd Panhellenic Conference of Physical Sciences in Health: Innovations and Perspectives	24
Pathways to usage intention of mobile health apps among hypertensive patients: A fuzzy-set qualitative comparative analysis	23
Improving audit and feedback: A user-centred approach to designing feedback techniques for an online experiment	22
Workshop on evaluating medical apps using the mobile app Rubric for learning	21
Enhancing maternal nutrition: The development of Doojan, a gamified mHealth app for pregnant women	21
Enhanced threat detection in health care systems with random coupled bootstrapped ensemble classifier	20
Knowledge, attitudes and associated factors to use district health information system among healthcare providers in Illu Aba Bora zone, South West of Ethiopia	19
An indoor location-based hospital porter management system and trace analysis	18
The usability and effect of an mHealth disease management platform on the quality of life of patients with paroxysmal atrial fibrillation – The emPOWERD-AF study	18
The development of an IT-based intervention to support a healthy postpartum lifestyle through behavioral change	18
Critical risk and success factors for sustainability of an electronic health data capture, processing and dissemination platform for Uganda	17
Systematic review of machine learning applications in the early prediction and management of chronic lymphocytic leukaemia	17
Identifying and prioritizing the key performance indicators for hospital management dashboard at a national level: Viewpoint of hospital managers	16
Prediction of diabetes prescription volumes of various geographies using regression techniques	15
Presentation suitability and readability of ChatGPT’s medical responses to patient questions about on knee osteoarthritis	15
Paediatric orthopaedic expert system	14
Smart variant filtering - A blueprint solution for massively parallel sequencing-based variant analysis	13
Analysis of total RNA as a potential biomarker of developmental neurotoxicity in silico	12
Assessing the clinical reasoning of large language models on complex rheumatology cases: A multidimensional evaluation of four artificial intelligence	12

Building the foundation for immunization information system interoperability: Lessons from the Canadian context	12
Evaluating the quality and reliability of inflammatory bowel disease-related short videos on BiliBili and TikTok: A cross-sectional study	12
Using machine learning models to predict coronary artery calcium scores in firefighters	12
Real-world data analysis for the association of glucose control and mortality in critically ill patients	11
Why developers matter: The case of patient portals	11
Optimizing nursing clinical decision support systems: Insights from nurses’ experiences	11
Comparison of machine learning models to predict complications of bariatric surgery: A systematic review	11
Validation of the transformed clinical practice research datalink (CPRD) GOLD and aurum data into the OMOP common data model	11
Safe at home: Acceptance of surveillance technology among caregivers for persons with dementia	11
A web-based platform for studying the impact of artificial intelligence in video capsule endoscopy	11
The effect of an integrated electronic medical record system on malaria out-patient case management in a Ugandan health facility	11
Identifying adverse drug reactions from patient reviews on social media using natural language processing	11
Characteristics of adverse events following immunization reporting systems: A scoping review	11
Using cognitive behavioral therapy-based chatbots to alleviate symptoms of insomnia, depression, and anxiety: A randomized controlled trial	10
Identification of mycoplasma pneumonia in children based on fusion of multi-modal clinical free-text description and structured test data	10
Using a natural language processing toolkit to classify electronic health records by psychiatric diagnosis	10
Optimizing appreciation and persuasion of embodied conversational agents for health behavior change: A design experiment and focus group study	10
Effective detection of Covid-19 using Xception net architecture: A technical investigation using X-ray images	9
Prevalence and patterns of mobile device usage among physicians in clinical practice: A systematic review	9
ReferID + and AsthmaOptimiser: Digital tools to support structured asthma consultations in primary care	9
The association between information technology sophistication and patient portal use: A cross sectional study in Eastern North Carolina	9
Six years of Project ECHO: Implementation and evaluation of a hospice-led multiprofessional education programme	9
Technology-based interprofessional collaboration in primary care for home rehabilitation of the older adults: A dutch exploratory study	8
The perceived impact of project ECHO networks in Northern Ireland for health and social care providers, patients, and the health system: A qualitative analysis	8
Physicians differ in their perceptions of sensitive medical records: Survey and interview study	8
My Data Choices: Pilot evaluation of patient-controlled medical record sharing technology	8
Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England	8
Comparative analysis of machine learning algorithms for predicting diarrhea among under-five children in Ethiopia: Evidence from 2016 EDHS	8
Application of machine learning to identify key factors influencing agricultural workers’ mental health: A case study of Thai farmers	8
Evaluating large language models for mild cognitive impairment among older adults: A bilingual comparison of ChatGPT, Gemini, and Kimi	8
Programming techniques for improving rule readability for rule-based information extraction natural language processing pipelines of unstructured and semi-structured medical texts	8
Integrating clinical guidelines with large language models for improved sepsis mortality prediction	8
Informatics competency, attitudes toward evidence-based practice, and clinical decision-making skills in nurses	7
Telehealth care system for chronic disease management of middle-aged and older adults in remote areas	7
Exploring the challenges of and solutions to sharing personal genomic data for use in healthcare	7
‘Humans think outside the pixels’ – Radiologists’ perceptions of using artificial intelligence for breast cancer detection in mammography screening in a clinical setting	7
Reducing abnormal expenses in national health insurance based on a control chart and decision tree-driven define, measure, analyze, improve and control process	7
A hybrid cloud data lake architecture supporting the integration of clinical and genomics data	6
Public interest and seasonal peaks for wisdom teeth related web inquiries – A google trends analysis	6
A scoping review of the drivers and barriers influencing healthcare professionals’ behavioral intentions to comply with electronic health record data privacy policy	6
Anatomically Integrated In-Place Visualization of Patient Data for Cooperative Tasks with a Case Study on a Neurosurgical Ward	6
Evaluating the quality and reliability of endometrial cancer related videos on Chinese short-video platforms: A cross-sectional study	6
Digital access among a national sample of currently and formerly homeless veterans in 2022	6
Factors contributing to decisions for giving treatment and referrals to patients with cognitive complaints in chat-based telemedicine services in Indonesia	6
BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans	6
Identifying benefits and concerns with using digital health services during COVID-19: Evidence from a hospital-based patient survey	6
Predicting metabolic syndrome using machine learning – Analysis of commonly used indices	6
Performance of an EMR screening tool for social determinants of health	6
Navigating through regulatory frameworks for digital therapeutics and biomarkers	6
Application of machine learning to predict periodontal disease in US adults: A cross-sectional analysis of NHANES 2009–2014	5

Interpretable heart disease risk prediction via FCA-constrained logistic regression	5
Effects of community-based fall prevention interventions for older adults using information and communication technology: A systematic review and meta-analysis	5
Incomplete patient information exchange and unnecessary repeat diagnostics during oncological referrals in the Netherlands: exploring the role of information exchange	5
Development and usability of a mobile artificial intelligence platform for the management of childhood developmental disorders based on PHRs	5
What are the impetuses Behind E-health applications’ self-management services’ ongoing adoption by health community participants?	5
Evaluating the Health Information system implementation and utilization in healthcare delivery	5
Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial	5
Emergency department nurses’ learning and evolving perspectives in interacting with patients who self-harm. An explorative interview study of the use of a mobile application	5
“It tracks me!”: An analysis of apple watch nudging and user adoption mechanisms	5
Effect of integration of prescription drug monitoring program data in the electronic health record on queries by primary care providers	5
Editorial: AI and robotics for the smart hospitals of the future	5
Cognitive behavioral intervention on digital addiction behavior among nursing students in Saudi Arabia	5
Enhancing medical information retrieval: Re-engineering the tala-med search engine for improved performance and flexibility	5
Chronic stroke survivors’ perspective on the use of serious games to motivate upper limb rehabilitation – a qualitative study	5
Empowering healthcare education: A multilingual ontology for medical informatics and digital health (MIMO) integrated to artificial intelligence powered training in smart hospitals	5
Predictors of and reasons for refusal to participate in a digitally supported remote maintenance pulmonary rehabilitation programme	5
The development of an augmented reality application for exercise prescription within paediatric oncology: App design and protocol of a pilot study	5
Emerging trends in multi-modal artificial intelligence for clinical decision support: A narrative review	5
Deploying AI for global health equity: A readiness matrix and case studies from low- and middle-income countries	5
When and in what circumstances is patient-targeted googling acceptable for health and social care professionals? A narrative review and thematic analysis	5
The digital divide between primary and secondary care: An analysis using SARS-CoV-2 hospital admissions	4
Radiotherapy department supported by an optimization algorithm for scheduling patient appointments	4
Development of a home visit solution with a route- and appointment planning tool for patients with severe spasticity: A participatory design study	4
Consumer trust in telemedicine in Indonesia	4
Inadequate health professional touch in YouTube™ videos on how to administer subcutaneous immunoglobulin in immunodeficiency	4
Using personal writings to detect dementia: A text mining approach	4
A novel technology for harmonizing and analyzing cancer data. Observations from integrating health connect in Newfoundland and Labrador, Canada	4
A mobile application for home-based care of indwelling medical devices: Protocol for development and pilot implementation based on the self-efficacy framework and the analysis, design, development, im	4
Identifying protected health information by transformers-based deep learning approach in Chinese medical text	4
Machine learning based survival prediction in Glioma using large-scale registry data	4
Exploring the potential for introducing crowdsourced e-health services	4
Development of a nurse scheduling program using robotic process automation in Korea	4
Paving the way for COVID survivors’ psychosocial rehabilitation: Mining topics, sentiments, and their trajectories over time from Reddit	4
Application of machine learning algorithm for the prediction of lupus nephritis using SNP data, polygenic risk score, and electronic health record	4
Do we need a high level of detail in health information animations? An experimental study investigating the association between level of detail and information recall	4
An innovative X-RAG technique combined with GPT-4o for summarizing medical information from EHR and EMR to assist doctors in clinical decision-making effectively and efficiently	4
Analysis of health recommendations using longitudinal quality of life data: QoL@TbA − A transformer-based approach	4
The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes	4
A knowledge structure of unmet medical needs of people with disabilities	4
“They felt like safe questions in a safe environment” : A qualitative study examining the implementation of an Indigenous virtual primary care patient experience tool	4
Improving uptake of population health management through scalable analysis of linked electronic health data	4
COVID-19 open data: An ecological study and international collaboration examining pandemic trends in Northern Periphery arctic countries	3
Implementation of electronic health record systems in private health facilities: A qualitative study in Ghana	3
Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany	3
Impact of health information on medical, dental, and long-term care costs for patients with type 2 diabetes utilizing care insurance	3
Reducing bias in healthcare artificial intelligence: A white paper	3
Advanced monitoring, alerting and feedback in early risk mitigation for pancreatic cancer	3
A robust ensemble-based deep learning framework for automated retinal disease detection	3
Detecting atypical alert behavior through statistical process control: Clinical decision support alert frequency visualizations	3
Chatbot features for anxiety and depression: A scoping review	3
Analysis of the content of YouTube videos discussing acne, psoriasis, and anti-aging skincare in Arabic	3
Development of an evidence-based foundation for a Belgian nursing reference set in SNOMED CT	3
Analyzing dengue outbreak patterns using integrated machine learning approaches: A study in Bangladesh	3
A priority queue-based telemonitoring system for automatic diagnosis of heart diseases in integrated fog computing environments	3
Putting patients at the center of health information exchange design: An exploration of patient preferences for data sharing	3
Inclusive and accessible implementation of telemedicine: Insights from the United Nations international expert roundtable	3
Data-driven suicide risk prediction in patients suffering from chronic diseases using machine learning	3
The design process and development of MySleepSolutions - A sleep module for a lifestyle self-management app for low back pain	3
Improving the academic resilience of hospital nursing interns through a hybrid multi-criteria decision analysis model	3
Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre	3
Development of a population based patient cancer data warehouse from multiple electronic health record systems	3
Combating health misinformation with fusion-based credible retrieval techniques	3
Acuity-based rotational patient-to-physician assignment in an emergency department using electronic health records in triage	3
A double-edged sword: How social support and loneliness mediate the impact of digital health literacy on well-being among Chinese older adults	3
Unveiling emotional contagion in COVID-19 misinformation: Computational analysis for public health crisis surveillance	3
A blockchain-based health insurance model enhanced with quadratic voting	3
Unlocking the power of socially assistive robotic nurses in hospitals through innovative living lab methodology	3
Recommended target audience, course content and learning arrangements for teaching health informatics competencies: A scoping review	3
A cross-sectional multilevel study on nurses’ experiences with health information systems: A key to understanding documentation hazards and technology-induced errors in different working environments	3
Evaluating the comparability of patient-level social risk data extracted from electronic health records: A systematic scoping review	3
Override rate of drug-drug interaction alerts in clinical decision support systems: A brief systematic review and meta-analysis	3
Early prediction of 30- and 14-day all-cause unplanned readmissions	3
Exploring factors influencing acceptability of online capacity building platform for HIV and AIDS monitoring and evaluation in Ghana	3
Information technology use and tasks left undone by nursing staff: A qualitative analysis	3
Health perceptions and attitudes on mobile health apps in China	3
The impact of intrinsic motivation and social interaction on parents’ engagement with mobile health apps in Taiwan	3
Understanding information needs during COVID-19: A comparison study between an online health community and a Q&A platform	3
Next-generation security for big data analytics in healthcare IoT using hybrid cryptographic techniques	2
The ontology framework and challenges of smart healthcare system transformation using natural language processing and latent Dirichlet allocation	2
Technology readiness and smart healthcare device usage intentions among Chinese elderly: A moderated mediation model of technology interactivity and subjective norms	2

Sentiment analysis of the COVID-19 vaccine perception	2
Debiasing for trustworthy AI-based prediction of preterm birth	2
Human Digital Twins for pervasive healthcare: A scoping review	2
Tebyan: An AI-powered system for estimating developmental levels from children’s human figure drawings	2
Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep	2
Evaluating health information systems-related errors using the human, organization, process, technology-fit (HOPT-fit) framework	2
Ensemble learning based functional independence ability estimator for pediatric brain tumor survivors	2
Performance and security analysis of fully homomorphic encryption in cloud-based healthcare blockchain	2
The role of compression in large scale data transfer and storage of typical biomedical signals at hospitals	2
Researching public health datasets in the era of deep learning: a systematic literature review	2
A data quality assurance process to improve the precision of analysis of routinely collected administrative data for the NHS (National Health Service) UK	2
The direct effect of institutional factors on healthcare information systems (HIS) organisational interoperability in Malaysian public hospitals	2
Predicting functional outcomes after a stroke event by clinical text notes: A comparative study of traditional machine learning and deep learning methods	2
Deep survival learning for prognosis prediction in non-metastatic castration-resistant prostate cancer	2
A fog-assisted information model based on priority queue and clinical decision support systems	2
Predicting opioid use disorder before and after the opioid prescribing peak in the United States: A machine learning tool using electronic healthcare records	2
AI-based epidemic and pandemic early warning systems: A systematic scoping review	2
A comparative study of the 2D- and 3D-based skeleton avatar technology for assessing physical activity and functioning among healthy older adults	2
Machine learning approaches for asthma disease prediction among adults in Sri Lanka	2
Evaluating the quality of Spanish-language information for patients with type 2 diabetes on YouTube and Facebook	2
Evaluation of treatment information quality on hypertension and diabetes on WeChat and TikTok: A cross-sectional content analysis	2
A comprehensive framework for de-duplication: Acute kidney failure (AKF) case study	2
Digital home-based post-treatment exercise interventions for female cancer survivors: A systematic review and meta-analysis	2
Development of a new patient-reported outcome measure for Dupuytren disease: A study protocol	2
Retracted: “A novel optimized initial cluster center and enhanced objective function: Medical diagnosis through classification”	2
Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful	2
The effect of electronic error-reporting forms on nurse’s stress and the rate of error-reporting	2
The quality, suitability, and readability of web-based resources on endometriosis-associated dyspareunia: A systematic review	2
Diabetes apps cannot “stand alone”: A qualitative study of facilitators and barriers to the continued use of diabetes apps among type 2 diabetes	2
Big data analytics in the healthcare sector: Opportunities and challenges in developing countries. A literature review	2
Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an Open API	2
Design principles for enhancing a digital health platform for patients with atrial fibrillation	2
Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach	2
Person-first and identity-first language: A text-mining exploration of how geneticists discuss autism	2
Design and usability testing of SmartSHOTS: A mobile app to reduce vaccine barriers for children 0–24 months	2