Health Informatics Journal

Article	Citations
Enhancing maternal nutrition: The development of Doojan, a gamified mHealth app for pregnant women	58
11th Panhellenic Conference on Biomedical Technology & 2nd Panhellenic Conference of Physical Sciences in Health: Innovations and Perspectives	54
Attitudes of patients and mental health professionals towards hypothetical use of serious games in psychotherapy	39
Developing and validating a predictive model for future emergency hospital admissions	26
Critical risk and success factors for sustainability of an electronic health data capture, processing and dissemination platform for Uganda	24
Use of daily posture and activity tracking to assess sedentary behavior, toss-and-turns, and sleep duration of independently living Thai seniors	23
Knowledge, attitudes and associated factors to use district health information system among healthcare providers in Illu Aba Bora zone, South West of Ethiopia	23
Epid data explorer: A visualization tool for exploring and comparing spatio-temporal epidemiological data	21
Co-designing of a prototype mobile application for fetal radiation dose monitoring among pregnant radiographers using a design thinking approach	21
Improving audit and feedback: A user-centred approach to designing feedback techniques for an online experiment	20
Demonstrating the data integrity of routinely collected healthcare systems data for clinical trials (DEDICaTe): A proof-of-concept study	20
An indoor location-based hospital porter management system and trace analysis	17
Pathways to usage intention of mobile health apps among hypertensive patients: A fuzzy-set qualitative comparative analysis	17
Multimodal representation learning for medical analytics - a systematic literature review	16
Workshop on evaluating medical apps using the mobile app Rubric for learning	16
Using virtual reality technology to prevent substance misuse and violence among university students: A pilot and feasibility study	16
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	15
Systematic review of machine learning applications in the early prediction and management of chronic lymphocytic leukaemia	15
Identifying and prioritizing the key performance indicators for hospital management dashboard at a national level: Viewpoint of hospital managers	14
Development and validation of a progressive web application to educate partial denture wearers	14
Presentation suitability and readability of ChatGPT’s medical responses to patient questions about on knee osteoarthritis	13
Automatically identifying opioid use disorder in non-cancer patients on chronic opioid therapy	13
The development of an IT-based intervention to support a healthy postpartum lifestyle through behavioral change	13
Identifying adverse drug reactions from patient reviews on social media using natural language processing	13
Paediatric orthopaedic expert system	12

Analysis of total RNA as a potential biomarker of developmental neurotoxicity in silico	12
Using machine learning models to predict coronary artery calcium scores in firefighters	12
Prediction of diabetes prescription volumes of various geographies using regression techniques	12
Building the foundation for immunization information system interoperability: Lessons from the Canadian context	12
Real-world data analysis for the association of glucose control and mortality in critically ill patients	12
Smart variant filtering - A blueprint solution for massively parallel sequencing-based variant analysis	12
The effect of an integrated electronic medical record system on malaria out-patient case management in a Ugandan health facility	12
Safe at home: Acceptance of surveillance technology among caregivers for persons with dementia	11
Validation of the transformed clinical practice research datalink (CPRD) GOLD and aurum data into the OMOP common data model	10
A web-based platform for studying the impact of artificial intelligence in video capsule endoscopy	10
Comparison of machine learning models to predict complications of bariatric surgery: A systematic review	10
Prescribers’ reported acceptance and use of drug-drug interaction alerts: An Australian survey	10
Why developers matter: The case of patient portals	10
Using a natural language processing toolkit to classify electronic health records by psychiatric diagnosis	10
Effective detection of Covid-19 using Xception net architecture: A technical investigation using X-ray images	9
Physicians differ in their perceptions of sensitive medical records: Survey and interview study	9
Validation of a Korean version of mobile app rating scale (MARS) for apps targeting disease management	9
Brief cognitive-behavioral training for tinnitus relief using a mobile application: A pilot open trial	9
Comparative analysis of machine learning algorithms for predicting diarrhea among under-five children in Ethiopia: Evidence from 2016 EDHS	9
Game not over: Explaining older adults’ use and intention to continue using a gamified eHealth service	9
Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England	8
Application of machine learning to identify key factors influencing agricultural workers’ mental health: A case study of Thai farmers	8
The association between information technology sophistication and patient portal use: A cross sectional study in Eastern North Carolina	8
Six years of Project ECHO: Implementation and evaluation of a hospice-led multiprofessional education programme	8
Informatics competency, attitudes toward evidence-based practice, and clinical decision-making skills in nurses	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
Optimizing appreciation and persuasion of embodied conversational agents for health behavior change: A design experiment and focus group study	8
My Data Choices: Pilot evaluation of patient-controlled medical record sharing technology	8
Identification of mycoplasma pneumonia in children based on fusion of multi-modal clinical free-text description and structured test data	8
Programming techniques for improving rule readability for rule-based information extraction natural language processing pipelines of unstructured and semi-structured medical texts	8
Technology-based interprofessional collaboration in primary care for home rehabilitation of the older adults: A dutch exploratory study	8
The design, development and usability testing of a smartphone-based mobile system for management of children’s oral health	8
ReferID + and AsthmaOptimiser: Digital tools to support structured asthma consultations in primary care	8
Prevalence and patterns of mobile device usage among physicians in clinical practice: A systematic review	8
Performance of an EMR screening tool for social determinants of health	7
Telehealth care system for chronic disease management of middle-aged and older adults in remote areas	7
A scoping review of the drivers and barriers influencing healthcare professionals’ behavioral intentions to comply with electronic health record data privacy policy	7
BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans	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
Evaluating large language models for mild cognitive impairment among older adults: A bilingual comparison of ChatGPT, Gemini, and Kimi	7
Exploring the challenges of and solutions to sharing personal genomic data for use in healthcare	7
Digital access among a national sample of currently and formerly homeless veterans in 2022	7
A hybrid cloud data lake architecture supporting the integration of clinical and genomics data	7
‘Humans think outside the pixels’ – Radiologists’ perceptions of using artificial intelligence for breast cancer detection in mammography screening in a clinical setting	7
Predicting metabolic syndrome using machine learning – Analysis of commonly used indices	7
Public interest and seasonal peaks for wisdom teeth related web inquiries – A google trends analysis	7
Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs	7
Navigating through regulatory frameworks for digital therapeutics and biomarkers	6
Incomplete patient information exchange and unnecessary repeat diagnostics during oncological referrals in the Netherlands: exploring the role of information exchange	6
Effect of integration of prescription drug monitoring program data in the electronic health record on queries by primary care providers	6

Emerging trends in multi-modal artificial intelligence for clinical decision support: A narrative review	6
Determinants of the implementation of an artificial intelligence-supported device for the screening of diabetic retinopathy in primary care – a qualitative study	6
Development and usability of a mobile artificial intelligence platform for the management of childhood developmental disorders based on PHRs	6
Identifying benefits and concerns with using digital health services during COVID-19: Evidence from a hospital-based patient survey	6
The development of an augmented reality application for exercise prescription within paediatric oncology: App design and protocol of a pilot study	6
Anatomically Integrated In-Place Visualization of Patient Data for Cooperative Tasks with a Case Study on a Neurosurgical Ward	6
Enhancing medical information retrieval: Re-engineering the tala-med search engine for improved performance and flexibility	6
Predictors of and reasons for refusal to participate in a digitally supported remote maintenance pulmonary rehabilitation programme	5
When and in what circumstances is patient-targeted googling acceptable for health and social care professionals? A narrative review and thematic analysis	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
Evaluating the Health Information system implementation and utilization in healthcare delivery	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
What are the impetuses Behind E-health applications’ self-management services’ ongoing adoption by health community participants?	5
Conceptual design of the dual X-ray absorptiometry health informatics prediction system for osteoporosis care	5
Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial	5
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
Quality of medical records in public health facilities: A case of Southern Ethiopia, resource limited setting	4
Consumer trust in telemedicine in Indonesia	4
“It tracks me!”: An analysis of apple watch nudging and user adoption mechanisms	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
Online health management continuance and the moderating effect of service type and age difference: A meta-analysis	4
Development of a home visit solution with a route- and appointment planning tool for patients with severe spasticity: A participatory design study	4
A knowledge structure of unmet medical needs of people with disabilities	4
Using personal writings to detect dementia: A text mining approach	4
Tracking sentiments toward fat acceptance over a decade on Twitter	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
Digital transformation in medical education: Factors that influence readiness	4
Radiotherapy department supported by an optimization algorithm for scheduling patient appointments	4
Effects of community-based fall prevention interventions for older adults using information and communication technology: A systematic review and meta-analysis	4
The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes	4
Machine learning based survival prediction in Glioma using large-scale registry data	4
Developing a pneumonia diagnosis ontology from multiple knowledge sources	4
Inadequate health professional touch in YouTube™ videos on how to administer subcutaneous immunoglobulin in immunodeficiency	4
Application of machine learning algorithm for the prediction of lupus nephritis using SNP data, polygenic risk score, and electronic health record	4
Readiness, acceptance and use of digital patient reported outcome in an outpatient clinic	4
Analysis of health recommendations using longitudinal quality of life data: QoL@TbA − A transformer-based approach	4
Identifying protected health information by transformers-based deep learning approach in Chinese medical text	4
Clinical decision support system for early detection of Alzheimer’s disease using an enhanced gradient boosted decision tree classifier	4
Open-source electronic health record systems: A systematic review of most recent advances	4
The digital divide between primary and secondary care: An analysis using SARS-CoV-2 hospital admissions	4
Improving uptake of population health management through scalable analysis of linked electronic health data	4
Exploring the potential for introducing crowdsourced e-health services	4
Unlocking the power of socially assistive robotic nurses in hospitals through innovative living lab methodology	3
A blockchain-based health insurance model enhanced with quadratic voting	3
Combating health misinformation with fusion-based credible retrieval techniques	3
Impact of health information on medical, dental, and long-term care costs for patients with type 2 diabetes utilizing care insurance	3
Improving the academic resilience of hospital nursing interns through a hybrid multi-criteria decision analysis model	3
Override rate of drug-drug interaction alerts in clinical decision support systems: A brief systematic review and meta-analysis	3
Display and perception of risk: Analysis of decision support system display and its impact on perceived clinical risk of sepsis-induced health deterioration	3
Reducing bias in healthcare artificial intelligence: A white paper	3
The design process and development of MySleepSolutions - A sleep module for a lifestyle self-management app for low back pain	3
Information technology use and tasks left undone by nursing staff: A qualitative analysis	3
A web-based comprehensive head and neck cancer patient education and support needs program: Usability testing	3
Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany	3
Multi-perspective process mining for emergency process	3
Detecting atypical alert behavior through statistical process control: Clinical decision support alert frequency visualizations	3
Perspectives of undergraduate and graduate medical trainees on documenting clinical notes: Implications for medical education and informatics	3
Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre	3
Putting patients at the center of health information exchange design: An exploration of patient preferences for data sharing	3
A novel technology for harmonizing and analyzing cancer data. Observations from integrating health connect in Newfoundland and Labrador, Canada	3
Chatbot features for anxiety and depression: A scoping review	3
COVID-19 open data: An ecological study and international collaboration examining pandemic trends in Northern Periphery arctic countries	3
A priority queue-based telemonitoring system for automatic diagnosis of heart diseases in integrated fog computing environments	3
Recommended target audience, course content and learning arrangements for teaching health informatics competencies: A scoping review	3
Paving the way for COVID survivors’ psychosocial rehabilitation: Mining topics, sentiments, and their trajectories over time from Reddit	3
Early prediction of 30- and 14-day all-cause unplanned readmissions	3
Advanced monitoring, alerting and feedback in early risk mitigation for pancreatic cancer	3
Evaluating the comparability of patient-level social risk data extracted from electronic health records: A systematic scoping review	3
Exploring factors influencing acceptability of online capacity building platform for HIV and AIDS monitoring and evaluation in Ghana	3
Analysis of the content of YouTube videos discussing acne, psoriasis, and anti-aging skincare in Arabic	2
Comparative analysis of machine learning approaches for predicting frequent emergency department visits	2
AI-based epidemic and pandemic early warning systems: A systematic scoping review	2
Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach	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
The ontology framework and challenges of smart healthcare system transformation using natural language processing and latent Dirichlet allocation	2
Early evidence and lessons learnt from an NHS Wales Video Consulting Service	2
Inclusive and accessible implementation of telemedicine: Insights from the United Nations international expert roundtable	2
Analyzing dengue outbreak patterns using integrated machine learning approaches: A study in Bangladesh	2

The role of compression in large scale data transfer and storage of typical biomedical signals at hospitals	2
Retracted: “A novel optimized initial cluster center and enhanced objective function: Medical diagnosis through classification”	2
Evaluating the quality of Spanish-language information for patients with type 2 diabetes on YouTube and Facebook	2
Machine learning model for umbilical cord classification using combination coiling index and texture feature based on 2-D Doppler ultrasound images	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
Development of eClaim system for private indemnity health insurance in South Korea: Compatibility and interoperability	2
Automated provision of clinical routine data for a complex clinical follow-up study: A data warehouse solution	2
Acuity-based rotational patient-to-physician assignment in an emergency department using electronic health records in triage	2
A method for machine learning generation of realistic synthetic datasets for validating healthcare applications	2
The quality, suitability, and readability of web-based resources on endometriosis-associated dyspareunia: A systematic review	2
Big data analytics in the healthcare sector: Opportunities and challenges in developing countries. A literature review	2
Machine learning approaches for asthma disease prediction among adults in Sri Lanka	2
Health perceptions and attitudes on mobile health apps in China	2
Understanding information needs during COVID-19: A comparison study between an online health community and a Q&A platform	2
Deep learning-based prediction of heart failure rehospitalization during 6, 12, 24-month follow-ups in patients with acute myocardial infarction	2
Unveiling emotional contagion in COVID-19 misinformation: Computational analysis for public health crisis surveillance	2
Evaluation of treatment information quality on hypertension and diabetes on WeChat and TikTok: A cross-sectional content analysis	1
Project Victoria: A pragmatic data model to automate RWE generation from the national French claims database	1
Securing healthcare information system through fuzzy based decision-making methodology	1
Understanding rural-living young adult cancer survivors’ motivation during a telehealth behavior change intervention within a single-arm feasibility trial	1
A process for contextualising digital health terminology standards for Uganda’s health information systems: A use case of HIV information management services	1
AI and disability: A systematic scoping review	1
A comparative study of the 2D- and 3D-based skeleton avatar technology for assessing physical activity and functioning among healthy older adults	1
Perceived barriers and enablers of a personal health record from the healthcare provider perspective	1
COVID-19: Detecting depression signals during stay-at-home period	1
Nursing informatics competencies in critical care unit	1
A data quality assurance process to improve the precision of analysis of routinely collected administrative data for the NHS (National Health Service) UK	1
A fog-assisted information model based on priority queue and clinical decision support systems	1
State of the evidence on simulation-based electronic health records training: A scoping review	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
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
Ensemble learning based functional independence ability estimator for pediatric brain tumor survivors	1
Automated breast imaging report generation based on the integration of multiple image features in a metadata format for shared decision-making	1
The effect of electronic error-reporting forms on nurse’s stress and the rate of error-reporting	1
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes	1
Opportunities and challenges when using record linkage of routinely collected electronic health care data to evaluate outcomes of systemic anti-cancer treatment in clinical practice	1
Developing a BI-based framework for assessing the smart levels of hospitals	1
The concept of AI-assisted self-monitoring for skeletal malocclusion	1
Ingredient-based method to create medication lists and support granular data segmentation	1
Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep	1
Beyond monitoring functionality to results evaluation of eHealth interventions: Development and validation of an eHealth evaluation framework	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
Unveiling barriers to EHR implementation for effective decision support in tanzanian primary healthcare: Insights from practitioners	1
Researching public health datasets in the era of deep learning: a systematic literature review	1
Factors driving misinformation production and user engagement with toothache content on Facebook	1
Digital home-based post-treatment exercise interventions for female cancer survivors: A systematic review and meta-analysis	1
Predicting functional outcomes after a stroke event by clinical text notes: A comparative study of traditional machine learning and deep learning methods	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 blueprint for large language model-augmented telehealth for HIV mitigation in Indonesia: A scoping review of a novel therapeutic modality	1
Research on entity relation extraction for Chinese medical text	1
Contents and sentiment analysis of newspaper articles and comments on telemedicine in Korea: Before and after of COVID-19 outbreak	1
User experience of a family health history chatbot: A quantitative analysis	1
Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful	1
Use of mobile fitness app to improve pelvic floor muscle training in puerperal women with gestational diabetes mellitus: A randomized controlled trial	1
REDCap to Epic interfaces create an efficient hybrid software solution for a public health registry	1
Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction	1
Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an Open API	1
The reception of support in peer-to-peer online networks: Network position, support solicitation, and support provision in an online asthma caregivers group	1
Characterizing healthcare incidents in Sweden related to health information technology affecting care management of multiple patients	1
Effects of using WeChat/WhatsApp on physical and psychosocial health outcomes among oncology patients: A systematic review	1
Person-first and identity-first language: A text-mining exploration of how geneticists discuss autism	1
Exploring the relationship between government stringency and preventative social behaviours during the COVID-19 pandemic in the United Kingdom	1
Development of a new patient-reported outcome measure for Dupuytren disease: A study protocol	1
Quality and readability of chatbot responses to patient questions: A systematic cross-sectional meta-synthesis	1
Health information technology adoption and acceptance of Turkish physicians-A model proposal and empirical assessment	1
A comparative analysis of anti-vax discourse on twitter before and after COVID-19 onset	1
Patterns of physical activity and sedentary behavior in child and adolescent cancer survivors assessed using wrist accelerometry: A cluster analysis approach	1
Machine learning model for osteoporosis diagnosis based on bone turnover markers	1
Assessing performance of artificial neural networks and re-sampling techniques for healthcare datasets	1
Transition database for rare diseases and its use for clinical documentation	1
Human Digital Twins for pervasive healthcare: A scoping review	1
A novel deep learning technique for medical image analysis using improved optimizer	1