Health Informatics Journal

Article	Citations
Demonstrating the data integrity of routinely collected healthcare systems data for clinical trials (DEDICaTe): A proof-of-concept study	64
Multimodal representation learning for medical analytics - a systematic literature review	56
Epid data explorer: A visualization tool for exploring and comparing spatio-temporal epidemiological data	45
The development of an IT-based intervention to support a healthy postpartum lifestyle through behavioral change	42
Presentation suitability and readability of ChatGPT’s medical responses to patient questions about on knee osteoarthritis	31
Use of daily posture and activity tracking to assess sedentary behavior, toss-and-turns, and sleep duration of independently living Thai seniors	28
Co-designing of a prototype mobile application for fetal radiation dose monitoring among pregnant radiographers using a design thinking approach	26
Critical risk and success factors for sustainability of an electronic health data capture, processing and dissemination platform for Uganda	24
Attitudes of patients and mental health professionals towards hypothetical use of serious games in psychotherapy	22
Using virtual reality technology to prevent substance misuse and violence among university students: A pilot and feasibility study	20
Knowledge, attitudes and associated factors to use district health information system among healthcare providers in Illu Aba Bora zone, South West of Ethiopia	20
Development and validation of a progressive web application to educate partial denture wearers	19
Pathways to usage intention of mobile health apps among hypertensive patients: A fuzzy-set qualitative comparative analysis	19
An indoor location-based hospital porter management system and trace analysis	18
Developing and validating a predictive model for future emergency hospital admissions	17
Identifying and prioritizing the key performance indicators for hospital management dashboard at a national level: Viewpoint of hospital managers	17
Workshop on evaluating medical apps using the mobile app Rubric for learning	16
Improving audit and feedback: A user-centred approach to designing feedback techniques for an online experiment	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
Identifying adverse drug reactions from patient reviews on social media using natural language processing	15
Smart variant filtering - A blueprint solution for massively parallel sequencing-based variant analysis	15
Analysis of total RNA as a potential biomarker of developmental neurotoxicity in silico	14
Prediction of diabetes prescription volumes of various geographies using regression techniques	14
Paediatric orthopaedic expert system	14
Real-world data analysis for the association of glucose control and mortality in critically ill patients	14

Patient engagement with digital disease management and readmission rates: The case of congestive heart failure	13
Prescribers’ reported acceptance and use of drug-drug interaction alerts: An Australian survey	12
Automatically identifying opioid use disorder in non-cancer patients on chronic opioid therapy	12
Safe at home: Acceptance of surveillance technology among caregivers for persons with dementia	12
Brief cognitive-behavioral training for tinnitus relief using a mobile application: A pilot open trial	12
Validation of a Korean version of mobile app rating scale (MARS) for apps targeting disease management	11
Using a natural language processing toolkit to classify electronic health records by psychiatric diagnosis	11
Comparison of machine learning models to predict complications of bariatric surgery: A systematic review	11
The effect of an integrated electronic medical record system on malaria out-patient case management in a Ugandan health facility	11
Six years of Project ECHO: Implementation and evaluation of a hospice-led multiprofessional education programme	10
A web-based platform for studying the impact of artificial intelligence in video capsule endoscopy	10
Hospital healthcare flows: A longitudinal clustering approach of acute coronary syndrome in women over 45 years	10
Why developers matter: The case of patient portals	10
My Data Choices: Pilot evaluation of patient-controlled medical record sharing technology	10
The design, development and usability testing of a smartphone-based mobile system for management of children’s oral health	10
Comparative analysis of machine learning algorithms for predicting diarrhea among under-five children in Ethiopia: Evidence from 2016 EDHS	9
Prevalence and patterns of mobile device usage among physicians in clinical practice: A systematic review	9
Identification of mycoplasma pneumonia in children based on fusion of multi-modal clinical free-text description and structured test data	9
Physicians differ in their perceptions of sensitive medical records: Survey and interview study	9
Game not over: Explaining older adults’ use and intention to continue using a gamified eHealth service	9
The association between information technology sophistication and patient portal use: A cross sectional study in Eastern North Carolina	9
Optimizing appreciation and persuasion of embodied conversational agents for health behavior change: A design experiment and focus group study	9
Leaders’ support for using online symptom checkers in Finnish primary care: Survey study	8
Programming techniques for improving rule readability for rule-based information extraction natural language processing pipelines of unstructured and semi-structured medical texts	8
‘Humans think outside the pixels’ – Radiologists’ perceptions of using artificial intelligence for breast cancer detection in mammography screening in a clinical setting	8
Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England	8
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
Digital access among a national sample of currently and formerly homeless veterans in 2022	8
The development of an augmented reality application for exercise prescription within paediatric oncology: App design and protocol of a pilot study	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
Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs	7
Real-world data-based adverse drug reactions detection from the Korea Adverse Event Reporting System databases with electronic health records-based detection algorithm	7
Incomplete patient information exchange and unnecessary repeat diagnostics during oncological referrals in the Netherlands: exploring the role of information exchange	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
Anatomically Integrated In-Place Visualization of Patient Data for Cooperative Tasks with a Case Study on a Neurosurgical Ward	7
Evaluating the Health Information system implementation and utilization in healthcare delivery	7
Determinants of the implementation of an artificial intelligence-supported device for the screening of diabetic retinopathy in primary care – a qualitative study	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 scoping review of the drivers and barriers influencing healthcare professionals’ behavioral intentions to comply with electronic health record data privacy policy	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
Is it alright to use artificial intelligence in digital health? A systematic literature review on ethical considerations	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
What are the impetuses Behind E-health applications’ self-management services’ ongoing adoption by health community participants?	6
Open-source electronic health record systems: A systematic review of most recent advances	6
Effect of integration of prescription drug monitoring program data in the electronic health record on queries by primary care providers	6
Empowering healthcare education: A multilingual ontology for medical informatics and digital health (MIMO) integrated to artificial intelligence powered training in smart hospitals	6

Conceptual design of the dual X-ray absorptiometry health informatics prediction system for osteoporosis care	6
Online health management continuance and the moderating effect of service type and age difference: A meta-analysis	6
When and in what circumstances is patient-targeted googling acceptable for health and social care professionals? A narrative review and thematic analysis	6
Development and usability of a mobile artificial intelligence platform for the management of childhood developmental disorders based on PHRs	6
Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial	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
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	5
An HL7 FHIR and GraphQL approach for interoperability between heterogeneous Electronic Health Record systems	5
The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes	5
Digital medicines for adherence support: A conceptual framework and qualitative study of adherence among chronically ill patients	5
Digital transformation in medical education: Factors that influence readiness	5
Clinical decision support system for early detection of Alzheimer’s disease using an enhanced gradient boosted decision tree classifier	5
The digital divide between primary and secondary care: An analysis using SARS-CoV-2 hospital admissions	5
Radiotherapy department supported by an optimization algorithm for scheduling patient appointments	5
Effects of community-based fall prevention interventions for older adults using information and communication technology: A systematic review and meta-analysis	5
Development of a home visit solution with a route- and appointment planning tool for patients with severe spasticity: A participatory design study	5
Quality of medical records in public health facilities: A case of Southern Ethiopia, resource limited setting	5
Readiness, acceptance and use of digital patient reported outcome in an outpatient clinic	5
Consumer trust in telemedicine in Indonesia	5
Non-use of telemedicine: A scoping review	5
Identifying protected health information by transformers-based deep learning approach in Chinese medical text	5
Analysis of health recommendations using longitudinal quality of life data: QoL@TbA − A transformer-based approach	5
Tracking sentiments toward fat acceptance over a decade on Twitter	5
Machine learning based survival prediction in Glioma using large-scale registry data	4
Perspectives of undergraduate and graduate medical trainees on documenting clinical notes: Implications for medical education and informatics	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
Improving uptake of population health management through scalable analysis of linked electronic health data	4
Early prediction of 30- and 14-day all-cause unplanned readmissions	4
Sources of information and the use of mobile applications for health and parenting information during pregnancy: Implications for health promotion	4
Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre	4
Override rate of drug-drug interaction alerts in clinical decision support systems: A brief systematic review and meta-analysis	4
Reducing bias in healthcare artificial intelligence: A white paper	4
Detecting atypical alert behavior through statistical process control: Clinical decision support alert frequency visualizations	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
Developing a pneumonia diagnosis ontology from multiple knowledge sources	4
A novel technology for harmonizing and analyzing cancer data. Observations from integrating health connect in Newfoundland and Labrador, Canada	4
Exploring factors influencing acceptability of online capacity building platform for HIV and AIDS monitoring and evaluation in Ghana	4
Putting patients at the center of health information exchange design: An exploration of patient preferences for data sharing	4
Improving the academic resilience of hospital nursing interns through a hybrid multi-criteria decision analysis model	4
Using personal writings to detect dementia: A text mining approach	4
Multi-perspective process mining for emergency process	3
Chatbot features for anxiety and depression: A scoping review	3
Saliency based human fall detection in smart home environments using posture recognition	3
Effect of educational progressive web application on patient’s oral and denture knowledge and hygiene: A randomised controlled trial	3
Improving data quality and information utilization at Metema Primary Hospital, Amhara national regional state, Northwest Ethiopia 2018: Capstone project	3
Analysis of the content of YouTube videos discussing acne, psoriasis, and anti-aging skincare in Arabic	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
Automated provision of clinical routine data for a complex clinical follow-up study: A data warehouse solution	3
The impact of using a mobile application to improve asthma patients’ adherence to medication in Jordan	3
The role of compression in large scale data transfer and storage of typical biomedical signals at hospitals	3
COVID-19 open data: An ecological study and international collaboration examining pandemic trends in Northern Periphery arctic countries	3
A blockchain-based health insurance model enhanced with quadratic voting	3
Evaluating the comparability of patient-level social risk data extracted from electronic health records: A systematic scoping review	3
Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany	3
Information technology use and tasks left undone by nursing staff: A qualitative analysis	3
The design process and development of MySleepSolutions - A sleep module for a lifestyle self-management app for low back pain	3
Understanding information needs during COVID-19: A comparison study between an online health community and a Q&A platform	3
A web-based comprehensive head and neck cancer patient education and support needs program: Usability testing	3
Unlocking the power of socially assistive robotic nurses in hospitals through innovative living lab methodology	3
Retracted: “A novel optimized initial cluster center and enhanced objective function: Medical diagnosis through classification”	2
Assessing performance of artificial neural networks and re-sampling techniques for healthcare datasets	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
Comparative analysis of machine learning approaches for predicting frequent emergency department visits	2
Early evidence and lessons learnt from an NHS Wales Video Consulting Service	2
Sentiment analysis of the COVID-19 vaccine perception	2
Technology readiness and smart healthcare device usage intentions among Chinese elderly: A moderated mediation model of technology interactivity and subjective norms	2
Digital home-based post-treatment exercise interventions for female cancer survivors: A systematic review and meta-analysis	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
A fog-assisted information model based on priority queue and clinical decision support systems	2
Evaluating the quality of Spanish-language information for patients with type 2 diabetes on YouTube and Facebook	2
A method for machine learning generation of realistic synthetic datasets for validating healthcare applications	2
Deep learning-based prediction of heart failure rehospitalization during 6, 12, 24-month follow-ups in patients with acute myocardial infarction	2
Big data analytics in the healthcare sector: Opportunities and challenges in developing countries. A literature review	2
The direct effect of institutional factors on healthcare information systems (HIS) organisational interoperability in Malaysian public hospitals	2
Characterizing healthcare incidents in Sweden related to health information technology affecting care management of multiple patients	2
Development of a new patient-reported outcome measure for Dupuytren disease: A study protocol	2

Health information technology adoption and acceptance of Turkish physicians-A model proposal and empirical assessment	2
The quality, suitability, and readability of web-based resources on endometriosis-associated dyspareunia: A systematic review	2
Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach	2
Acuity-based rotational patient-to-physician assignment in an emergency department using electronic health records in triage	2
Development of eClaim system for private indemnity health insurance in South Korea: Compatibility and interoperability	2
Health perceptions and attitudes on mobile health apps in China	2
AI-based epidemic and pandemic early warning systems: A systematic scoping review	2
Researching public health datasets in the era of deep learning: a systematic literature review	2
Machine learning model for umbilical cord classification using combination coiling index and texture feature based on 2-D Doppler ultrasound images	2
The associations of information system’s support and nurses' documentation competence with the detection of documentation-related errors: Results from a nationwide survey	1
Factors driving misinformation production and user engagement with toothache content on Facebook	1
Nursing informatics competencies in critical care unit	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
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes	1
Ingredient-based method to create medication lists and support granular data segmentation	1
An integrative review of chronic illness mHealth self-care interventions: Mapping technology features to patient 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
A process for contextualising digital health terminology standards for Uganda’s health information systems: A use case of HIV information management services	1
Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an Open API	1
Contents and sentiment analysis of newspaper articles and comments on telemedicine in Korea: Before and after of COVID-19 outbreak	1
COVID-19: Detecting depression signals during stay-at-home period	1
Machine learning model for osteoporosis diagnosis based on bone turnover markers	1
Exploring the relationship between government stringency and preventative social behaviours during the COVID-19 pandemic in the United Kingdom	1
Beyond monitoring functionality to results evaluation of eHealth interventions: Development and validation of an eHealth evaluation framework	1
Diagnosing post-traumatic stress disorder using electronic medical record data	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
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
Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction	1
Use of mobile fitness app to improve pelvic floor muscle training in puerperal women with gestational diabetes mellitus: A randomized controlled trial	1
User experience of a family health history chatbot: A quantitative analysis	1
REDCap to Epic interfaces create an efficient hybrid software solution for a public health registry	1
Securing healthcare information system through fuzzy based decision-making methodology	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
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 blueprint for large language model-augmented telehealth for HIV mitigation in Indonesia: A scoping review of a novel therapeutic modality	1
AI and disability: A systematic scoping review	1
Person-first and identity-first language: A text-mining exploration of how geneticists discuss autism	1
State of the evidence on simulation-based electronic health records training: A scoping review	1
Unveiling barriers to EHR implementation for effective decision support in tanzanian primary healthcare: Insights from practitioners	1
Effects of using WeChat/WhatsApp on physical and psychosocial health outcomes among oncology patients: A systematic review	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
Perceived barriers and enablers of a personal health record from the healthcare provider perspective	1
The concept of AI-assisted self-monitoring for skeletal malocclusion	1
The effect of electronic error-reporting forms on nurse’s stress and the rate of error-reporting	1
Evaluation of treatment information quality on hypertension and diabetes on WeChat and TikTok: A cross-sectional content analysis	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
A comparative study of the 2D- and 3D-based skeleton avatar technology for assessing physical activity and functioning among healthy older adults	1
Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful	1
Project Victoria: A pragmatic data model to automate RWE generation from the national French claims database	1