Health Informatics Journal

Article	Citations
Systematic review of machine learning applications in the early prediction and management of chronic lymphocytic leukaemia	61
Enhancing maternal nutrition: The development of Doojan, a gamified mHealth app for pregnant women	47
11th Panhellenic Conference on Biomedical Technology & 2nd Panhellenic Conference of Physical Sciences in Health: Innovations and Perspectives	45
Workshop on evaluating medical apps using the mobile app Rubric for learning	35
Multimodal representation learning for medical analytics - a systematic literature review	28
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	26
Using virtual reality technology to prevent substance misuse and violence among university students: A pilot and feasibility study	25
Presentation suitability and readability of ChatGPT’s medical responses to patient questions about on knee osteoarthritis	22
Developing and validating a predictive model for future emergency hospital admissions	21
Development and validation of a progressive web application to educate partial denture wearers	20
Use of daily posture and activity tracking to assess sedentary behavior, toss-and-turns, and sleep duration of independently living Thai seniors	20
Epid data explorer: A visualization tool for exploring and comparing spatio-temporal epidemiological data	19
The development of an IT-based intervention to support a healthy postpartum lifestyle through behavioral change	19
Attitudes of patients and mental health professionals towards hypothetical use of serious games in psychotherapy	19
Identifying and prioritizing the key performance indicators for hospital management dashboard at a national level: Viewpoint of hospital managers	18
Co-designing of a prototype mobile application for fetal radiation dose monitoring among pregnant radiographers using a design thinking approach	16
Pathways to usage intention of mobile health apps among hypertensive patients: A fuzzy-set qualitative comparative analysis	15
Improving audit and feedback: A user-centred approach to designing feedback techniques for an online experiment	15
Demonstrating the data integrity of routinely collected healthcare systems data for clinical trials (DEDICaTe): A proof-of-concept study	15
Knowledge, attitudes and associated factors to use district health information system among healthcare providers in Illu Aba Bora zone, South West of Ethiopia	14
An indoor location-based hospital porter management system and trace analysis	14
Identifying adverse drug reactions from patient reviews on social media using natural language processing	13
Critical risk and success factors for sustainability of an electronic health data capture, processing and dissemination platform for Uganda	13
Analysis of total RNA as a potential biomarker of developmental neurotoxicity in silico	12
Building the foundation for immunization information system interoperability: Lessons from the Canadian context	12

Paediatric orthopaedic expert system	12
Prediction of diabetes prescription volumes of various geographies using regression techniques	12
Smart variant filtering - A blueprint solution for massively parallel sequencing-based variant analysis	12
Automatically identifying opioid use disorder in non-cancer patients on chronic opioid therapy	12
Real-world data analysis for the association of glucose control and mortality in critically ill patients	12
The effect of an integrated electronic medical record system on malaria out-patient case management in a Ugandan health facility	12
Validation of a Korean version of mobile app rating scale (MARS) for apps targeting disease management	11
Brief cognitive-behavioral training for tinnitus relief using a mobile application: A pilot open trial	11
Comparison of machine learning models to predict complications of bariatric surgery: A systematic review	11
Safe at home: Acceptance of surveillance technology among caregivers for persons with dementia	11
Why developers matter: The case of patient portals	10
Prescribers’ reported acceptance and use of drug-drug interaction alerts: An Australian survey	10
A web-based platform for studying the impact of artificial intelligence in video capsule endoscopy	10
Using a natural language processing toolkit to classify electronic health records by psychiatric diagnosis	10
The design, development and usability testing of a smartphone-based mobile system for management of children’s oral health	9
Prevalence and patterns of mobile device usage among physicians in clinical practice: A systematic review	9
Comparative analysis of machine learning algorithms for predicting diarrhea among under-five children in Ethiopia: Evidence from 2016 EDHS	9
The association between information technology sophistication and patient portal use: A cross sectional study in Eastern North Carolina	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	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
Effective detection of Covid-19 using Xception net architecture: A technical investigation using X-ray images	8
Game not over: Explaining older adults’ use and intention to continue using a gamified eHealth service	8
Six years of Project ECHO: Implementation and evaluation of a hospice-led multiprofessional education programme	8
Programming techniques for improving rule readability for rule-based information extraction natural language processing pipelines of unstructured and semi-structured medical texts	8
My Data Choices: Pilot evaluation of patient-controlled medical record sharing technology	8
Optimizing appreciation and persuasion of embodied conversational agents for health behavior change: A design experiment and focus group study	8
Leaders’ support for using online symptom checkers in Finnish primary care: Survey study	8
Technology-based interprofessional collaboration in primary care for home rehabilitation of the older adults: A dutch exploratory 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
Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs	7
Exploring the challenges of and solutions to sharing personal genomic data for use in healthcare	7
‘Humans think outside the pixels’ – Radiologists’ perceptions of using artificial intelligence for breast cancer detection in mammography screening in a clinical setting	7
Digital access among a national sample of currently and formerly homeless veterans in 2022	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
Governance intricacies in implementing regional shared care records: A qualitative study in the national health service, England	7
Determinants of the implementation of an artificial intelligence-supported device for the screening of diabetic retinopathy in primary care – a qualitative study	7
Public interest and seasonal peaks for wisdom teeth related web inquiries – A google trends analysis	7
BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans	7
A hybrid cloud data lake architecture supporting the integration of clinical and genomics data	7
Identifying benefits and concerns with using digital health services during COVID-19: Evidence from a hospital-based patient survey	6
Development and usability of a mobile artificial intelligence platform for the management of childhood developmental disorders based on PHRs	6
Evaluating the Health Information system implementation and utilization in healthcare delivery	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
When and in what circumstances is patient-targeted googling acceptable for health and social care professionals? A narrative review and thematic analysis	6
Incomplete patient information exchange and unnecessary repeat diagnostics during oncological referrals in the Netherlands: exploring the role of information exchange	6
Anatomically Integrated In-Place Visualization of Patient Data for Cooperative Tasks with a Case Study on a Neurosurgical Ward	6
The development of an augmented reality application for exercise prescription within paediatric oncology: App design and protocol of a pilot study	6
Conceptual design of the dual X-ray absorptiometry health informatics prediction system for osteoporosis care	6

“It tracks me!”: An analysis of apple watch nudging and user adoption mechanisms	6
Predicting metabolic syndrome using machine learning – Analysis of commonly used indices	6
Effect of integration of prescription drug monitoring program data in the electronic health record on queries by primary care providers	6
Is it alright to use artificial intelligence in digital health? A systematic literature review on ethical considerations	6
Chronic stroke survivors’ perspective on the use of serious games to motivate upper limb rehabilitation – a qualitative study	6
Online health management continuance and the moderating effect of service type and age difference: A meta-analysis	6
Digital medicines for adherence support: A conceptual framework and qualitative study of adherence among chronically ill patients	5
Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial	5
Radiotherapy department supported by an optimization algorithm for scheduling patient appointments	5
Analysis of health recommendations using longitudinal quality of life data: QoL@TbA − A transformer-based approach	5
Non-use of telemedicine: A scoping review	5
Digital transformation in medical education: Factors that influence readiness	5
What are the impetuses Behind E-health applications’ self-management services’ ongoing adoption by health community participants?	5
Development of a home visit solution with a route- and appointment planning tool for patients with severe spasticity: A participatory design study	5
The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes	5
Effects of community-based fall prevention interventions for older adults using information and communication technology: A systematic review and meta-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
Open-source electronic health record systems: A systematic review of most recent advances	5
Identifying protected health information by transformers-based deep learning approach in Chinese medical text	5
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
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
Perspectives of undergraduate and graduate medical trainees on documenting clinical notes: Implications for medical education and informatics	4
Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre	4
Consumer trust in telemedicine in Indonesia	4
Machine learning based survival prediction in Glioma using large-scale registry data	4
Override rate of drug-drug interaction alerts in clinical decision support systems: A brief systematic review and meta-analysis	4
Improving the academic resilience of hospital nursing interns through a hybrid multi-criteria decision analysis model	4
Exploring the potential for introducing crowdsourced e-health services	4
Tracking sentiments toward fat acceptance over a decade on Twitter	4
Clinical decision support system for early detection of Alzheimer’s disease using an enhanced gradient boosted decision tree classifier	4
Readiness, acceptance and use of digital patient reported outcome in an outpatient clinic	4
Using personal writings to detect dementia: A text mining approach	4
Developing a pneumonia diagnosis ontology from multiple knowledge sources	4
A web-based comprehensive head and neck cancer patient education and support needs program: Usability testing	3
Automated provision of clinical routine data for a complex clinical follow-up study: A data warehouse solution	3
COVID-19 open data: An ecological study and international collaboration examining pandemic trends in Northern Periphery arctic countries	3
Putting patients at the center of health information exchange design: An exploration of patient preferences for data sharing	3
Evaluating the comparability of patient-level social risk data extracted from electronic health records: A systematic scoping review	3
A knowledge structure of unmet medical needs of people with disabilities	3
Improving uptake of population health management through scalable analysis of linked electronic health data	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
The design process and development of MySleepSolutions - A sleep module for a lifestyle self-management app for low back pain	3
Exploring factors influencing acceptability of online capacity building platform for HIV and AIDS monitoring and evaluation in Ghana	3
Information technology use and tasks left undone by nursing staff: A qualitative analysis	3
Unlocking the power of socially assistive robotic nurses in hospitals through innovative living lab methodology	3
Analysis of the content of YouTube videos discussing acne, psoriasis, and anti-aging skincare in Arabic	3
Reducing bias in healthcare artificial intelligence: A white paper	3
Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany	3
Paving the way for COVID survivors’ psychosocial rehabilitation: Mining topics, sentiments, and their trajectories over time from Reddit	3
Detecting atypical alert behavior through statistical process control: Clinical decision support alert frequency visualizations	3
Multi-perspective process mining for emergency process	3
The direct effect of institutional factors on healthcare information systems (HIS) organisational interoperability in Malaysian public hospitals	3
Early evidence and lessons learnt from an NHS Wales Video Consulting Service	3
Understanding information needs during COVID-19: A comparison study between an online health community and a Q&A platform	3
A blockchain-based health insurance model enhanced with quadratic voting	3
Recommended target audience, course content and learning arrangements for teaching health informatics competencies: A scoping review	3
Chatbot features for anxiety and depression: A scoping review	3
Early prediction of 30- and 14-day all-cause unplanned readmissions	3
A novel technology for harmonizing and analyzing cancer data. Observations from integrating health connect in Newfoundland and Labrador, Canada	3
A priority queue-based telemonitoring system for automatic diagnosis of heart diseases in integrated fog computing environments	3
Comparative analysis of machine learning approaches for predicting frequent emergency department visits	3
Retracted: “A novel optimized initial cluster center and enhanced objective function: Medical diagnosis through classification”	2
Predicting opioid use disorder before and after the opioid prescribing peak in the United States: A machine learning tool using electronic healthcare records	2
Digital home-based post-treatment exercise interventions for female cancer survivors: A systematic review and meta-analysis	2
Machine learning model for umbilical cord classification using combination coiling index and texture feature based on 2-D Doppler ultrasound images	2
Machine learning approaches for asthma disease prediction among adults in Sri Lanka	2
Technology readiness and smart healthcare device usage intentions among Chinese elderly: A moderated mediation model of technology interactivity and subjective norms	2
The role of compression in large scale data transfer and storage of typical biomedical signals at hospitals	2
AI-based epidemic and pandemic early warning systems: A systematic scoping review	2
Evaluating health information systems-related errors using the human, organization, process, technology-fit (HOPT-fit) framework	2
Person-first and identity-first language: A text-mining exploration of how geneticists discuss autism	2
Researching public health datasets in the era of deep learning: a systematic literature review	2
Characterizing healthcare incidents in Sweden related to health information technology affecting care management of multiple patients	2
The quality, suitability, and readability of web-based resources on endometriosis-associated dyspareunia: A systematic review	2
Sentiment analysis of the COVID-19 vaccine perception	2
Evaluating the quality of Spanish-language information for patients with type 2 diabetes on YouTube and Facebook	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
Development of eClaim system for private indemnity health insurance in South Korea: Compatibility and interoperability	2

Assessing performance of artificial neural networks and re-sampling techniques for healthcare datasets	2
Ensemble learning based functional independence ability estimator for pediatric brain tumor survivors	2
Development of a new patient-reported outcome measure for Dupuytren disease: A study protocol	2
A fog-assisted information model based on priority queue and clinical decision support systems	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
Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach	2
Big data analytics in the healthcare sector: Opportunities and challenges in developing countries. A literature review	2
Health perceptions and attitudes on mobile health apps in China	2
Deep learning-based prediction of heart failure rehospitalization during 6, 12, 24-month follow-ups in patients with acute myocardial infarction	2
Health information technology adoption and acceptance of Turkish physicians-A model proposal and empirical assessment	2
Unveiling barriers to EHR implementation for effective decision support in tanzanian primary healthcare: Insights from practitioners	1
Automated breast imaging report generation based on the integration of multiple image features in a metadata format for shared decision-making	1
Beyond monitoring functionality to results evaluation of eHealth interventions: Development and validation of an eHealth evaluation framework	1
Electronic surveillance of patient safety events using natural language processing	1
Patterns of physical activity and sedentary behavior in child and adolescent cancer survivors assessed using wrist accelerometry: A cluster analysis approach	1
A rule-based decision support system for aiding iron deficiency management	1
Understanding rural-living young adult cancer survivors’ motivation during a telehealth behavior change intervention within a single-arm feasibility trial	1
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
Identifying homogeneous healthcare use profiles and treatment sequences by combining sequence pattern mining with care trajectory clustering in kidney cancer patients on oral anticancer drugs: A case	1
COVID-19: Detecting depression signals during stay-at-home period	1
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes	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
Ingredient-based method to create medication lists and support granular data segmentation	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
Return visits to the emergency department: An analysis using group based curve models	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
Diagnosing post-traumatic stress disorder using electronic medical record data	1
Do young men and women differ in well-being apps usage? Findings from a randomised trial	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
Teams managing civilian and military complex trauma: What are the competencies required in austere environments and the potential of simulation technology to address them?	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
Transition database for rare diseases and its use for clinical documentation	1
Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction	1
The concept of AI-assisted self-monitoring for skeletal malocclusion	1
Use of mobile fitness app to improve pelvic floor muscle training in puerperal women with gestational diabetes mellitus: A randomized controlled trial	1
The effect of electronic error-reporting forms on nurse’s stress and the rate of error-reporting	1
Using process model to define the legislative framework of electronic prescription in the Czech Republic	1
Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an Open API	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
Breast cancer patients’ visual attention to information in hospital report cards: An eye-tracking study on differences between younger and older female patients	1
Exploring the relationship between government stringency and preventative social behaviours during the COVID-19 pandemic in the United Kingdom	1
The use and readiness for eHealth and eWelfare among young adults	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
State of the evidence on simulation-based electronic health records training: A scoping review	1
Analysis of multiple chronic disease characteristics in South Koreans by age groups using association rules analysis	1
A comparative analysis of anti-vax discourse on twitter before and after COVID-19 onset	1
Architecture designing of digital twin in a healthcare unit	1
Effects of using WeChat/WhatsApp on physical and psychosocial health outcomes among oncology patients: A systematic review	1
Contents and sentiment analysis of newspaper articles and comments on telemedicine in Korea: Before and after of COVID-19 outbreak	1
Research on entity relation extraction for Chinese medical text	1
Developing a BI-based framework for assessing the smart levels of hospitals	1
REDCap to Epic interfaces create an efficient hybrid software solution for a public health registry	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
Features and effectiveness of electronic audit and feedback for patient safety and quality of care in hospitals: A systematic review	1
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
A comparative study of the 2D- and 3D-based skeleton avatar technology for assessing physical activity and functioning among healthy older adults	1
Nursing informatics competencies in critical care unit	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
User experience of a family health history chatbot: A quantitative analysis	1
Building ontology-based temporal databases for data reuse: An applied example on hospital organizational structures	1