Health Informatics Journal

Article	Citations
Enhancing maternal nutrition: The development of Doojan, a gamified mHealth app for pregnant women	60
11th Panhellenic Conference on Biomedical Technology & 2nd Panhellenic Conference of Physical Sciences in Health: Innovations and Perspectives	58
The development of an IT-based intervention to support a healthy postpartum lifestyle through behavioral change	39
Attitudes of patients and mental health professionals towards hypothetical use of serious games in psychotherapy	28
Epid data explorer: A visualization tool for exploring and comparing spatio-temporal epidemiological data	26
Use of daily posture and activity tracking to assess sedentary behavior, toss-and-turns, and sleep duration of independently living Thai seniors	26
Demonstrating the data integrity of routinely collected healthcare systems data for clinical trials (DEDICaTe): A proof-of-concept study	23
Improving audit and feedback: A user-centred approach to designing feedback techniques for an online experiment	23
Workshop on evaluating medical apps using the mobile app Rubric for learning	21
Multimodal representation learning for medical analytics - a systematic literature review	21
Pathways to usage intention of mobile health apps among hypertensive patients: A fuzzy-set qualitative comparative analysis	21
Using virtual reality technology to prevent substance misuse and violence among university students: A pilot and feasibility study	21
Co-designing of a prototype mobile application for fetal radiation dose monitoring among pregnant radiographers using a design thinking approach	18
Identifying and prioritizing the key performance indicators for hospital management dashboard at a national level: Viewpoint of hospital managers	17
Systematic review of machine learning applications in the early prediction and management of chronic lymphocytic leukaemia	17
Developing and validating a predictive model for future emergency hospital admissions	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	16
Development and validation of a progressive web application to educate partial denture wearers	16
An indoor location-based hospital porter management system and trace analysis	16
Critical risk and success factors for sustainability of an electronic health data capture, processing and dissemination platform for Uganda	15
Paediatric orthopaedic expert system	15
Knowledge, attitudes and associated factors to use district health information system among healthcare providers in Illu Aba Bora zone, South West of Ethiopia	15
Building the foundation for immunization information system interoperability: Lessons from the Canadian context	15
Presentation suitability and readability of ChatGPT’s medical responses to patient questions about on knee osteoarthritis	15
Real-world data analysis for the association of glucose control and mortality in critically ill patients	14

Prediction of diabetes prescription volumes of various geographies using regression techniques	14
Analysis of total RNA as a potential biomarker of developmental neurotoxicity in silico	14
Identifying adverse drug reactions from patient reviews on social media using natural language processing	13
Smart variant filtering - A blueprint solution for massively parallel sequencing-based variant analysis	13
A web-based platform for studying the impact of artificial intelligence in video capsule endoscopy	12
Using machine learning models to predict coronary artery calcium scores in firefighters	12
Safe at home: Acceptance of surveillance technology among caregivers for persons with dementia	12
Automatically identifying opioid use disorder in non-cancer patients on chronic opioid therapy	12
Prescribers’ reported acceptance and use of drug-drug interaction alerts: An Australian survey	11
Using a natural language processing toolkit to classify electronic health records by psychiatric diagnosis	11
Why developers matter: The case of patient portals	11
Validation of the transformed clinical practice research datalink (CPRD) GOLD and aurum data into the OMOP common data model	11
Validation of a Korean version of mobile app rating scale (MARS) for apps targeting disease management	10
The effect of an integrated electronic medical record system on malaria out-patient case management in a Ugandan health facility	10
Comparison of machine learning models to predict complications of bariatric surgery: A systematic review	10
Brief cognitive-behavioral training for tinnitus relief using a mobile application: A pilot open trial	10
Physicians differ in their perceptions of sensitive medical records: Survey and interview study	9
Optimizing appreciation and persuasion of embodied conversational agents for health behavior change: A design experiment and focus group study	9
Using cognitive behavioral therapy-based chatbots to alleviate symptoms of insomnia, depression, and anxiety: A randomized controlled trial	9
Identification of mycoplasma pneumonia in children based on fusion of multi-modal clinical free-text description and structured test data	9
Comparative analysis of machine learning algorithms for predicting diarrhea among under-five children in Ethiopia: Evidence from 2016 EDHS	9
Six years of Project ECHO: Implementation and evaluation of a hospice-led multiprofessional education programme	9
Integrating clinical guidelines with large language models for improved sepsis mortality prediction	9
Effective detection of Covid-19 using Xception net architecture: A technical investigation using X-ray images	9
The design, development and usability testing of a smartphone-based mobile system for management of children’s oral health	9
The association between information technology sophistication and patient portal use: A cross sectional study in Eastern North Carolina	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
My Data Choices: Pilot evaluation of patient-controlled medical record sharing technology	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
‘Humans think outside the pixels’ – Radiologists’ perceptions of using artificial intelligence for breast cancer detection in mammography screening in a clinical setting	8
Technology-based interprofessional collaboration in primary care for home rehabilitation of the older adults: A dutch exploratory study	8
Game not over: Explaining older adults’ use and intention to continue using a gamified eHealth service	8
Informatics competency, attitudes toward evidence-based practice, and clinical decision-making skills in nurses	8
Evaluating large language models for mild cognitive impairment among older adults: A bilingual comparison of ChatGPT, Gemini, and Kimi	8
A scoping review of the drivers and barriers influencing healthcare professionals’ behavioral intentions to comply with electronic health record data privacy policy	8
Application of machine learning to identify key factors influencing agricultural workers’ mental health: A case study of Thai farmers	8
Programming techniques for improving rule readability for rule-based information extraction natural language processing pipelines of unstructured and semi-structured medical texts	8
Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England	8
Performance of an EMR screening tool for social determinants of health	8
Development and usability of a mobile artificial intelligence platform for the management of childhood developmental disorders based on PHRs	7
Effect of integration of prescription drug monitoring program data in the electronic health record on queries by primary care providers	7
Public interest and seasonal peaks for wisdom teeth related web inquiries – A google trends analysis	7
Identifying benefits and concerns with using digital health services during COVID-19: Evidence from a hospital-based patient survey	7
Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs	7
Incomplete patient information exchange and unnecessary repeat diagnostics during oncological referrals in the Netherlands: exploring the role of information exchange	7
Anatomically Integrated In-Place Visualization of Patient Data for Cooperative Tasks with a Case Study on a Neurosurgical Ward	7
Emerging trends in multi-modal artificial intelligence for clinical decision support: A narrative review	7
Predicting metabolic syndrome using machine learning – Analysis of commonly used indices	7
BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans	7

Determinants of the implementation of an artificial intelligence-supported device for the screening of diabetic retinopathy in primary care – a qualitative study	7
Digital access among a national sample of currently and formerly homeless veterans in 2022	7
The development of an augmented reality application for exercise prescription within paediatric oncology: App design and protocol of a pilot study	7
Enhancing medical information retrieval: Re-engineering the tala-med search engine for improved performance and flexibility	7
Exploring the challenges of and solutions to sharing personal genomic data for use in healthcare	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
Navigating through regulatory frameworks for digital therapeutics and biomarkers	7
Telehealth care system for chronic disease management of middle-aged and older adults in remote areas	7
A hybrid cloud data lake architecture supporting the integration of clinical and genomics data	7
Evaluating the Health Information system implementation and utilization in healthcare delivery	6
Open-source electronic health record systems: A systematic review of most recent advances	6
“It tracks me!”: An analysis of apple watch nudging and user adoption mechanisms	6
Chronic stroke survivors’ perspective on the use of serious games to motivate upper limb rehabilitation – a qualitative study	6
What are the impetuses Behind E-health applications’ self-management services’ ongoing adoption by health community participants?	6
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	6
Application of machine learning to predict periodontal disease in US adults: A cross-sectional analysis of NHANES 2009–2014	6
Conceptual design of the dual X-ray absorptiometry health informatics prediction system for osteoporosis care	6
When and in what circumstances is patient-targeted googling acceptable for health and social care professionals? A narrative review and thematic analysis	6
Predictors of and reasons for refusal to participate in a digitally supported remote maintenance pulmonary rehabilitation programme	6
Empowering healthcare education: A multilingual ontology for medical informatics and digital health (MIMO) integrated to artificial intelligence powered training in smart hospitals	5
Radiotherapy department supported by an optimization algorithm for scheduling patient appointments	5
Identifying protected health information by transformers-based deep learning approach in Chinese medical text	5
Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial	5
Online health management continuance and the moderating effect of service type and age difference: A meta-analysis	5
Effects of community-based fall prevention interventions for older adults using information and communication technology: A systematic review and meta-analysis	5
The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes	5
Digital transformation in medical education: Factors that influence readiness	5
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	5
Development of a home visit solution with a route- and appointment planning tool for patients with severe spasticity: A participatory design study	5
Analysis of health recommendations using longitudinal quality of life data: QoL@TbA − A transformer-based approach	5
Reducing bias in healthcare artificial intelligence: A white paper	4
Combating health misinformation with fusion-based credible retrieval techniques	4
A robust ensemble-based deep learning framework for automated retinal disease detection	4
Exploring factors influencing acceptability of online capacity building platform for HIV and AIDS monitoring and evaluation in Ghana	4
Advanced monitoring, alerting and feedback in early risk mitigation for pancreatic cancer	4
Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre	4
Exploring the potential for introducing crowdsourced e-health services	4
Quality of medical records in public health facilities: A case of Southern Ethiopia, resource limited setting	4
The digital divide between primary and secondary care: An analysis using SARS-CoV-2 hospital admissions	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
Application of machine learning algorithm for the prediction of lupus nephritis using SNP data, polygenic risk score, and electronic health record	4
Improving the academic resilience of hospital nursing interns through a hybrid multi-criteria decision analysis model	4
Recommended target audience, course content and learning arrangements for teaching health informatics competencies: A scoping review	4
Evaluating the comparability of patient-level social risk data extracted from electronic health records: A systematic scoping review	4
Override rate of drug-drug interaction alerts in clinical decision support systems: A brief systematic review and meta-analysis	4
A novel technology for harmonizing and analyzing cancer data. Observations from integrating health connect in Newfoundland and Labrador, Canada	4
Tracking sentiments toward fat acceptance over a decade on Twitter	4
Improving uptake of population health management through scalable analysis of linked electronic health data	4
Developing a pneumonia diagnosis ontology from multiple knowledge sources	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
Clinical decision support system for early detection of Alzheimer’s disease using an enhanced gradient boosted decision tree classifier	4
Early prediction of 30- and 14-day all-cause unplanned readmissions	4
Paving the way for COVID survivors’ psychosocial rehabilitation: Mining topics, sentiments, and their trajectories over time from Reddit	4
The design process and development of MySleepSolutions - A sleep module for a lifestyle self-management app for low back pain	4
Display and perception of risk: Analysis of decision support system display and its impact on perceived clinical risk of sepsis-induced health deterioration	4
Perspectives of undergraduate and graduate medical trainees on documenting clinical notes: Implications for medical education and informatics	4
Using personal writings to detect dementia: A text mining approach	4
Inadequate health professional touch in YouTube™ videos on how to administer subcutaneous immunoglobulin in immunodeficiency	4
A knowledge structure of unmet medical needs of people with disabilities	4
Readiness, acceptance and use of digital patient reported outcome in an outpatient clinic	4
Machine learning based survival prediction in Glioma using large-scale registry data	4
Consumer trust in telemedicine in Indonesia	4
Multi-perspective process mining for emergency process	3
Automated provision of clinical routine data for a complex clinical follow-up study: A data warehouse solution	3
Unlocking the power of socially assistive robotic nurses in hospitals through innovative living lab methodology	3
Deep learning-based prediction of heart failure rehospitalization during 6, 12, 24-month follow-ups in patients with acute myocardial infarction	3
Understanding information needs during COVID-19: A comparison study between an online health community and a Q&A platform	3
Analysis of the content of YouTube videos discussing acne, psoriasis, and anti-aging skincare in Arabic	3
Inclusive and accessible implementation of telemedicine: Insights from the United Nations international expert roundtable	3
A blockchain-based health insurance model enhanced with quadratic voting	3
Putting patients at the center of health information exchange design: An exploration of patient preferences for data sharing	3
Unveiling emotional contagion in COVID-19 misinformation: Computational analysis for public health crisis surveillance	3
Analyzing dengue outbreak patterns using integrated machine learning approaches: A study in Bangladesh	3
A web-based comprehensive head and neck cancer patient education and support needs program: Usability testing	3
The ontology framework and challenges of smart healthcare system transformation using natural language processing and latent Dirichlet allocation	3
The direct effect of institutional factors on healthcare information systems (HIS) organisational interoperability in Malaysian public hospitals	3
Information technology use and tasks left undone by nursing staff: A qualitative analysis	3
Chatbot features for anxiety and depression: A scoping review	3
Impact of health information on medical, dental, and long-term care costs for patients with type 2 diabetes utilizing care insurance	3
Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany	3

Acuity-based rotational patient-to-physician assignment in an emergency department using electronic health records in triage	3
A priority queue-based telemonitoring system for automatic diagnosis of heart diseases in integrated fog computing environments	3
Development of eClaim system for private indemnity health insurance in South Korea: Compatibility and interoperability	3
Health perceptions and attitudes on mobile health apps in China	3
COVID-19 open data: An ecological study and international collaboration examining pandemic trends in Northern Periphery arctic countries	3
Detecting atypical alert behavior through statistical process control: Clinical decision support alert frequency visualizations	3
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
Development of a new patient-reported outcome measure for Dupuytren disease: A study protocol	2
Digital home-based post-treatment exercise interventions for female cancer survivors: A systematic review and meta-analysis	2
Sentiment analysis of the COVID-19 vaccine perception	2
Predicting functional outcomes after a stroke event by clinical text notes: A comparative study of traditional machine learning and deep learning methods	2
Design principles for enhancing a digital health platform for patients with atrial fibrillation	2
Evaluating the quality of Spanish-language information for patients with type 2 diabetes on YouTube and Facebook	2
Comparative analysis of machine learning approaches for predicting frequent emergency department visits	2
Evaluating health information systems-related errors using the human, organization, process, technology-fit (HOPT-fit) framework	2
Characterizing healthcare incidents in Sweden related to health information technology affecting care management of multiple patients	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
Assessing performance of artificial neural networks and re-sampling techniques for healthcare datasets	2
AI-based epidemic and pandemic early warning systems: A systematic scoping review	2
Machine learning model for umbilical cord classification using combination coiling index and texture feature based on 2-D Doppler ultrasound images	2
Big data analytics in the healthcare sector: Opportunities and challenges in developing countries. A literature review	2
Performance and security analysis of fully homomorphic encryption in cloud-based healthcare blockchain	2
Early evidence and lessons learnt from an NHS Wales Video Consulting Service	2
A fog-assisted information model based on priority queue and clinical decision support systems	2
Researching public health datasets in the era of deep learning: a systematic literature review	2
Machine learning approaches for asthma disease prediction among adults in Sri Lanka	2
Health information technology adoption and acceptance of Turkish physicians-A model proposal and empirical assessment	2
Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach	2
The quality, suitability, and readability of web-based resources on endometriosis-associated dyspareunia: A systematic review	2
Technology readiness and smart healthcare device usage intentions among Chinese elderly: A moderated mediation model of technology interactivity and subjective norms	2
A method for machine learning generation of realistic synthetic datasets for validating healthcare applications	2