Health Informatics Journal

Article	Citations
Epid data explorer: A visualization tool for exploring and comparing spatio-temporal epidemiological data	73
Demonstrating the data integrity of routinely collected healthcare systems data for clinical trials (DEDICaTe): A proof-of-concept study	72
Multimodal representation learning for medical analytics - a systematic literature review	39
Systematic review of machine learning applications in the early prediction and management of chronic lymphocytic leukaemia	27
Presentation suitability and readability of ChatGPT’s medical responses to patient questions about on knee osteoarthritis	25
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	22
Knowledge, attitudes and associated factors to use district health information system among healthcare providers in Illu Aba Bora zone, South West of Ethiopia	21
Improving audit and feedback: A user-centred approach to designing feedback techniques for an online experiment	20
Enhancing maternal nutrition: The development of Doojan, a gamified mHealth app for pregnant women	20
Attitudes of patients and mental health professionals towards hypothetical use of serious games in psychotherapy	19
Using virtual reality technology to prevent substance misuse and violence among university students: A pilot and feasibility study	18
Workshop on evaluating medical apps using the mobile app Rubric for learning	18
The development of an IT-based intervention to support a healthy postpartum lifestyle through behavioral change	17
Critical risk and success factors for sustainability of an electronic health data capture, processing and dissemination platform for Uganda	16
11th Panhellenic Conference on Biomedical Technology & 2nd Panhellenic Conference of Physical Sciences in Health: Innovations and Perspectives	15
Pathways to usage intention of mobile health apps among hypertensive patients: A fuzzy-set qualitative comparative analysis	15
Co-designing of a prototype mobile application for fetal radiation dose monitoring among pregnant radiographers using a design thinking approach	14
An indoor location-based hospital porter management system and trace analysis	14
Identifying and prioritizing the key performance indicators for hospital management dashboard at a national level: Viewpoint of hospital managers	14
Paediatric orthopaedic expert system	13
Enhanced threat detection in health care systems with random coupled bootstrapped ensemble classifier	13
Analysis of total RNA as a potential biomarker of developmental neurotoxicity in silico	13
Smart variant filtering - A blueprint solution for massively parallel sequencing-based variant analysis	12
Real-world data analysis for the association of glucose control and mortality in critically ill patients	12
Prediction of diabetes prescription volumes of various geographies using regression techniques	12

A web-based platform for studying the impact of artificial intelligence in video capsule endoscopy	11
Using machine learning models to predict coronary artery calcium scores in firefighters	11
Identifying adverse drug reactions from patient reviews on social media using natural language processing	11
Building the foundation for immunization information system interoperability: Lessons from the Canadian context	11
Why developers matter: The case of patient portals	10
Safe at home: Acceptance of surveillance technology among caregivers for persons with dementia	10
Validation of the transformed clinical practice research datalink (CPRD) GOLD and aurum data into the OMOP common data model	10
Comparison of machine learning models to predict complications of bariatric surgery: A systematic review	10
My Data Choices: Pilot evaluation of patient-controlled medical record sharing technology	10
Using a natural language processing toolkit to classify electronic health records by psychiatric diagnosis	10
Application of machine learning to identify key factors influencing agricultural workers’ mental health: A case study of Thai farmers	10
The effect of an integrated electronic medical record system on malaria out-patient case management in a Ugandan health facility	10
Effective detection of Covid-19 using Xception net architecture: A technical investigation using X-ray images	9
Using cognitive behavioral therapy-based chatbots to alleviate symptoms of insomnia, depression, and anxiety: A randomized controlled trial	9
Physicians differ in their perceptions of sensitive medical records: Survey and interview study	9
The association between information technology sophistication and patient portal use: A cross sectional study in Eastern North Carolina	9
Integrating clinical guidelines with large language models for improved sepsis mortality prediction	9
Six years of Project ECHO: Implementation and evaluation of a hospice-led multiprofessional education programme	9
Optimizing appreciation and persuasion of embodied conversational agents for health behavior change: A design experiment and focus group study	9
The design, development and usability testing of a smartphone-based mobile system for management of children’s oral health	9
ReferID + and AsthmaOptimiser: Digital tools to support structured asthma consultations in primary care	9
Prevalence and patterns of mobile device usage among physicians in clinical practice: A systematic review	8
Evaluating large language models for mild cognitive impairment among older adults: A bilingual comparison of ChatGPT, Gemini, and Kimi	8
Identification of mycoplasma pneumonia in children based on fusion of multi-modal clinical free-text description and structured test data	8
Informatics competency, attitudes toward evidence-based practice, and clinical decision-making skills in nurses	8
Comparative analysis of machine learning algorithms for predicting diarrhea among under-five children in Ethiopia: Evidence from 2016 EDHS	8
Technology-based interprofessional collaboration in primary care for home rehabilitation of the older adults: A dutch exploratory study	8
Predicting metabolic syndrome using machine learning – Analysis of commonly used indices	7
The perceived impact of project ECHO networks in Northern Ireland for health and social care providers, patients, and the health system: A qualitative analysis	7
Identifying benefits and concerns with using digital health services during COVID-19: Evidence from a hospital-based patient survey	7
Navigating through regulatory frameworks for digital therapeutics and biomarkers	7
Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England	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
BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans	7
Programming techniques for improving rule readability for rule-based information extraction natural language processing pipelines of unstructured and semi-structured medical texts	7
Performance of an EMR screening tool for social determinants of health	7
Public interest and seasonal peaks for wisdom teeth related web inquiries – A google trends analysis	7
A hybrid cloud data lake architecture supporting the integration of clinical and genomics data	6
Telehealth care system for chronic disease management of middle-aged and older adults in remote areas	6
Factors contributing to decisions for giving treatment and referrals to patients with cognitive complaints in chat-based telemedicine services in Indonesia	6
Determinants of the implementation of an artificial intelligence-supported device for the screening of diabetic retinopathy in primary care – a qualitative study	6
Anatomically Integrated In-Place Visualization of Patient Data for Cooperative Tasks with a Case Study on a Neurosurgical Ward	5
Emerging trends in multi-modal artificial intelligence for clinical decision support: A narrative review	5
The development of an augmented reality application for exercise prescription within paediatric oncology: App design and protocol of a pilot study	5
Effect of integration of prescription drug monitoring program data in the electronic health record on queries by primary care providers	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
Digital access among a national sample of currently and formerly homeless veterans in 2022	5
Enhancing medical information retrieval: Re-engineering the tala-med search engine for improved performance and flexibility	5

Application of machine learning to predict periodontal disease in US adults: A cross-sectional analysis of NHANES 2009–2014	5
Evaluating the quality and reliability of endometrial cancer related videos on Chinese short-video platforms: A cross-sectional study	5
Online health management continuance and the moderating effect of service type and age difference: A meta-analysis	5
When and in what circumstances is patient-targeted googling acceptable for health and social care professionals? A narrative review and thematic analysis	5
Empowering healthcare education: A multilingual ontology for medical informatics and digital health (MIMO) integrated to artificial intelligence powered training in smart hospitals	5
A scoping review of the drivers and barriers influencing healthcare professionals’ behavioral intentions to comply with electronic health record data privacy policy	5
Development and usability of a mobile artificial intelligence platform for the management of childhood developmental disorders based on PHRs	5
Evaluating the Health Information system implementation and utilization in healthcare delivery	5
Incomplete patient information exchange and unnecessary repeat diagnostics during oncological referrals in the Netherlands: exploring the role of information exchange	5
Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial	5
Predictors of and reasons for refusal to participate in a digitally supported remote maintenance pulmonary rehabilitation programme	5
What are the impetuses Behind E-health applications’ self-management services’ ongoing adoption by health community participants?	5
Exploring the challenges of and solutions to sharing personal genomic data for use in healthcare	5
The digital divide between primary and secondary care: An analysis using SARS-CoV-2 hospital admissions	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
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
Effects of community-based fall prevention interventions for older adults using information and communication technology: A systematic review and meta-analysis	4
Analysis of health recommendations using longitudinal quality of life data: QoL@TbA − A transformer-based approach	4
Development of a home visit solution with a route- and appointment planning tool for patients with severe spasticity: A participatory design study	4
Machine learning based survival prediction in Glioma using large-scale registry data	4
Improving uptake of population health management through scalable analysis of linked electronic health data	4
Inadequate health professional touch in YouTube™ videos on how to administer subcutaneous immunoglobulin in immunodeficiency	4
Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre	4
The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes	4
Radiotherapy department supported by an optimization algorithm for scheduling patient appointments	4
Cognitive behavioral intervention on digital addiction behavior among nursing students in Saudi Arabia	4
Quality of medical records in public health facilities: A case of Southern Ethiopia, resource limited setting	4
Paving the way for COVID survivors’ psychosocial rehabilitation: Mining topics, sentiments, and their trajectories over time from Reddit	4
A knowledge structure of unmet medical needs of people with disabilities	4
Consumer trust in telemedicine in Indonesia	4
Identifying protected health information by transformers-based deep learning approach in Chinese medical text	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
Chronic stroke survivors’ perspective on the use of serious games to motivate upper limb rehabilitation – a qualitative study	4
Application of machine learning algorithm for the prediction of lupus nephritis using SNP data, polygenic risk score, and electronic health record	4
Early prediction of 30- and 14-day all-cause unplanned readmissions	4
Using personal writings to detect dementia: A text mining approach	3
Evaluating the comparability of patient-level social risk data extracted from electronic health records: A systematic 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
Data-driven suicide risk prediction in patients suffering from chronic diseases using machine learning	3
Combating health misinformation with fusion-based credible retrieval techniques	3
Advanced monitoring, alerting and feedback in early risk mitigation for pancreatic cancer	3
Exploring the potential for introducing crowdsourced e-health services	3
“They felt like safe questions in a safe environment” : A qualitative study examining the implementation of an Indigenous virtual primary care patient experience tool	3
The design process and development of MySleepSolutions - A sleep module for a lifestyle self-management app for low back pain	3
Putting patients at the center of health information exchange design: An exploration of patient preferences for data sharing	3
Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany	3
Development of a nurse scheduling program using robotic process automation in Korea	3
A novel technology for harmonizing and analyzing cancer data. Observations from integrating health connect in Newfoundland and Labrador, Canada	3
Improving the academic resilience of hospital nursing interns through a hybrid multi-criteria decision analysis model	3
Reducing bias in healthcare artificial intelligence: A white paper	3
Impact of health information on medical, dental, and long-term care costs for patients with type 2 diabetes utilizing care insurance	3
Detecting atypical alert behavior through statistical process control: Clinical decision support alert frequency visualizations	3
Exploring factors influencing acceptability of online capacity building platform for HIV and AIDS monitoring and evaluation in Ghana	3
Override rate of drug-drug interaction alerts in clinical decision support systems: A brief systematic review and meta-analysis	3
Unveiling emotional contagion in COVID-19 misinformation: Computational analysis for public health crisis surveillance	2
Chatbot features for anxiety and depression: A scoping review	2
Development of an evidence-based foundation for a Belgian nursing reference set in SNOMED CT	2
A comprehensive framework for de-duplication: Acute kidney failure (AKF) case study	2
Design and usability testing of SmartSHOTS: A mobile app to reduce vaccine barriers for children 0–24 months	2
A fog-assisted information model based on priority queue and clinical decision support systems	2
AI-based epidemic and pandemic early warning systems: A systematic scoping review	2
Evaluating the quality of Spanish-language information for patients with type 2 diabetes on YouTube and Facebook	2
The role of compression in large scale data transfer and storage of typical biomedical signals at hospitals	2
The ontology framework and challenges of smart healthcare system transformation using natural language processing and latent Dirichlet allocation	2
Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach	2
Analysis of the content of YouTube videos discussing acne, psoriasis, and anti-aging skincare in Arabic	2
Health perceptions and attitudes on mobile health apps in China	2
Unlocking the power of socially assistive robotic nurses in hospitals through innovative living lab methodology	2
Analyzing dengue outbreak patterns using integrated machine learning approaches: A study in Bangladesh	2
A robust ensemble-based deep learning framework for automated retinal disease detection	2
Information technology use and tasks left undone by nursing staff: A qualitative analysis	2
Performance and security analysis of fully homomorphic encryption in cloud-based healthcare blockchain	2
Development of a new patient-reported outcome measure for Dupuytren disease: A study protocol	2
Predicting functional outcomes after a stroke event by clinical text notes: A comparative study of traditional machine learning and deep learning methods	2
The quality, suitability, and readability of web-based resources on endometriosis-associated dyspareunia: A systematic review	2
Understanding information needs during COVID-19: A comparison study between an online health community and a Q&A platform	2
Sentiment analysis of the COVID-19 vaccine perception	2
A double-edged sword: How social support and loneliness mediate the impact of digital health literacy on well-being among Chinese older adults	2
Design principles for enhancing a digital health platform for patients with atrial fibrillation	2
A blockchain-based health insurance model enhanced with quadratic voting	2

COVID-19 open data: An ecological study and international collaboration examining pandemic trends in Northern Periphery arctic countries	2
Inclusive and accessible implementation of telemedicine: Insights from the United Nations international expert roundtable	2
Recommended target audience, course content and learning arrangements for teaching health informatics competencies: A scoping review	2
Acuity-based rotational patient-to-physician assignment in an emergency department using electronic health records in triage	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
Retracted: “A novel optimized initial cluster center and enhanced objective function: Medical diagnosis through classification”	2
Machine learning approaches for asthma disease prediction among adults in Sri Lanka	2
Evaluating health information systems-related errors using the human, organization, process, technology-fit (HOPT-fit) framework	2
The direct effect of institutional factors on healthcare information systems (HIS) organisational interoperability in Malaysian public hospitals	2
Technology readiness and smart healthcare device usage intentions among Chinese elderly: A moderated mediation model of technology interactivity and subjective norms	2
A priority queue-based telemonitoring system for automatic diagnosis of heart diseases in integrated fog computing environments	2
Big data analytics in the healthcare sector: Opportunities and challenges in developing countries. A literature review	2
The impact of intrinsic motivation and social interaction on parents’ engagement with mobile health apps in Taiwan	2
Human Digital Twins for pervasive healthcare: A scoping review	1
Digital home-based post-treatment exercise interventions for female cancer survivors: A systematic review and meta-analysis	1
A comparative analysis of anti-vax discourse on twitter before and after COVID-19 onset	1
The natural language processing of radiology requests and reports of chest imaging: Comparing five transformer models’ multilabel classification and a proof-of-concept study	1
Breast cancer patients’ visual attention to information in hospital report cards: An eye-tracking study on differences between younger and older female patients	1
Unveiling barriers to EHR implementation for effective decision support in tanzanian primary healthcare: Insights from practitioners	1
Identification of high-risk beneficiaries in private healthcare insurance	1
Quality and readability of chatbot responses to patient questions: A systematic cross-sectional meta-synthesis	1
Electronic surveillance of patient safety events using natural language processing	1
Project Victoria: A pragmatic data model to automate RWE generation from the national French claims database	1
Readability and understandability of online patient education on semaglutide	1
Research on entity relation extraction for Chinese medical text	1
Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction	1
Healthcare professionals’ perspectives on technology in transitional care: A multisite qualitative study on current practices, challenges, and future directions	1
Transition database for rare diseases and its use for clinical documentation	1
Securing healthcare information system through fuzzy based decision-making methodology	1
Automated breast imaging report generation based on the integration of multiple image features in a metadata format for shared decision-making	1
Diabetes apps cannot “stand alone”: A qualitative study of facilitators and barriers to the continued use of diabetes apps among type 2 diabetes	1
Machine learning model for osteoporosis diagnosis based on bone turnover markers	1
Predicting opioid use disorder before and after the opioid prescribing peak in the United States: A machine learning tool using electronic healthcare records	1
Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an Open API	1
Factors driving misinformation production and user engagement with toothache content on Facebook	1
Researching public health datasets in the era of deep learning: a systematic literature review	1
Evaluation of treatment information quality on hypertension and diabetes on WeChat and TikTok: A cross-sectional content analysis	1
Reliability of AI-generated responses on frequently-posed questions by patients with chronic kidney disease	1
inFLUence: Development of a self-administered risk stratification tool for patients with influenza-like illness using a user-centered approach	1
Architecture designing of digital twin in a healthcare unit	1
Developing a BI-based framework for assessing the smart levels of hospitals	1
Perceived barriers and enablers of a personal health record from the healthcare provider perspective	1
Nurses’ and physicians’ perceptions of the impact of eHealth and information systems on the roles of health care professionals: A qualitative descriptive study	1
Use of mobile fitness app to improve pelvic floor muscle training in puerperal women with gestational diabetes mellitus: A randomized controlled trial	1
A blueprint for large language model-augmented telehealth for HIV mitigation in Indonesia: A scoping review of a novel therapeutic modality	1
A novel deep learning technique for medical image analysis using improved optimizer	1
Effects of using WeChat/WhatsApp on physical and psychosocial health outcomes among oncology patients: A systematic review	1
The effect of electronic error-reporting forms on nurse’s stress and the rate of error-reporting	1
The use and readiness for eHealth and eWelfare among young adults	1
REDCap to Epic interfaces create an efficient hybrid software solution for a public health registry	1
Assessing RTS, S malaria vaccine rollout perception in Cameroon: Sentiment analysis from X and facebook using hugging face	1
Mixed reality technology for older adults: Evaluating the impact of a novel virtual humanoid coach in a community-based physical exercise program in the Philippines	1
A comparative study of the 2D- and 3D-based skeleton avatar technology for assessing physical activity and functioning among healthy older adults	1
Ensemble learning based functional independence ability estimator for pediatric brain tumor survivors	1
Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep	1
A process for contextualising digital health terminology standards for Uganda’s health information systems: A use case of HIV information management services	1
State of the evidence on simulation-based electronic health records training: A scoping review	1
Patterns of physical activity and sedentary behavior in child and adolescent cancer survivors assessed using wrist accelerometry: A cluster analysis approach	1
Methods to modernize a multimedia, web-based reproductive health education intervention for individuals with sickle cell disease or trait using virtual human narration and user-centered design	1
Exploring the relationship between government stringency and preventative social behaviours during the COVID-19 pandemic in the United Kingdom	1
Hypertensive disorders of pregnancy: The use of eHealth technologies in postpartum follow-up strategies to reduce cardiovascular risk – A scoping review	1
Beyond monitoring functionality to results evaluation of eHealth interventions: Development and validation of an eHealth evaluation framework	1
User experience of a family health history chatbot: A quantitative analysis	1
Features and effectiveness of electronic audit and feedback for patient safety and quality of care in hospitals: A systematic review	1
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes	1
The concept of AI-assisted self-monitoring for skeletal malocclusion	1
Using process model to define the legislative framework of electronic prescription in the Czech Republic	1
Ingredient-based method to create medication lists and support granular data segmentation	1
Person-first and identity-first language: A text-mining exploration of how geneticists discuss autism	1
AI and disability: A systematic scoping review	1
Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful	1
Impact of treatment protocols on hospital length of stay for COVID-19 patients: A machine learning analysis of cases in Khuzestan province, Iran	1
Next-generation security for big data analytics in healthcare IoT using hybrid cryptographic techniques	1