International Journal of Medical Informatics

Article	Citations
A cross-sectional online survey on patients’ satisfaction using store-and-forward voice and text messaging teleconsultation service during the COVID‑19 pandemic	190
WITHDRAWN: Using a webapp solution for capacity building of occupational therapists in Pakistan: A participatory action research	187
A scoping review of mobile apps for use with palliative patients in the context of home care	164
Deep learning and machine learning in CT-based COPD diagnosis: Systematic review and meta-analysis	126
ATC-to-RxNorm mappings – A comparison between OHDSI Standardized Vocabularies and UMLS Metathesaurus	99
Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI	99
Exploring the importance of clinical and sociodemographic factors on self-rated health in midlife: A cross-sectional study using machine learning	95
Development of machine learning-based models to predict congenital heart disease: A matched case-control study	89
Towards a Multi-Stakeholder process for developing responsible AI governance in consumer health	88
Predicting abnormal C-reactive protein level for improving utilization by deep neural network model	81
Towards secure and trusted AI in healthcare: A systematic review of emerging innovations and ethical challenges	77
A randomized controlled trial on evaluating clinician-supervised generative AI for decision support	77
Universal representations in cardiovascular ECG assessment: A self-supervised learning approach	75
Development of a code system for allergens and its integration into the HL7 FHIR AllergyIntolerance resource	72
Virtual prenatal care: A systematic review of pregnant women's and healthcare professionals' experiences, needs, and preferences for quality care	70
Development and validation of the Turkish version of the Mobile App Rating Scale – MARS-TR	70
Technological progress in electronic health record system optimization: Systematic review of systematic literature reviews	65
Impact of using wearable devices on psychological Distress: Analysis of the health information national Trends survey	60
Network analysis and psychometric properties of the Brazilian version of the eHealth Literacy Scale in a dental clinic setting	59
The impact of an electronic alert to reduce the risk of co-prescription of low molecular weight heparins and direct oral anticoagulants	58
Retracted: Reliability and validity of the Chinese version of the mobile Agnew Relationship Measure (mARM-C)	57
Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations	57
Comparison of terminology mapping methods for nursing wound care knowledge representation	55
The effect of Covid-19 in digital media use of Finnish physicians – Four wave longitudinal panel survey	54
Strategies to promote the use of online health applications for early detection and raising awareness of chronic diseases among members of the general public: A systematic literature review	54

A risk score for prediction of symptomatic intracerebral haemorrhage following thrombolysis	53
Use of telehealth for HIV care in Italy: Are doctors and patients on the same page? A cross-sectional study	51
Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam	48
Key interoperability Factors for patient portals and Electronic health Records: A scoping review	47
Sharpening clinical decision support alert and reminder designs with MINDSPACE: A systematic review	47
Provider participation in the Florida Medicaid Promoting Interoperability program: Practice characteristics, meaning use attestations, and incentive payments	47
Canadian employers’ perspectives on a new framework for health informatics competencies	46
Demographics and clinical features associated with rates of electronic message utilization in the primary care setting	45
Editorial Board	40
Design and implementation of an automatic nursing assessment system based on CDSS technology	40
The viewpoints of parents of children with mental disorders regarding the confidentiality and security of their children’s information in the Iranian national electronic health record system	40
Comprehensive evaluation of using computerised provider order-entry system for hospital discharge orders	39
Potential for remote vital sign monitoring to improve hospital patient sleep: A feasibility study	39
Editorial Board	39
Prediction of hospital admission from the emergency department: Clinician involvement, intended use, and interpretability	38
Understanding healthcare providers’ electronic health record (EHR) interface preferences via conjoint analysis	38
Research related to the diagnosis of prostate cancer based on machine learning medical images: A review	38
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences	38
Benchmarking usability of patient portals in Estonia, Finland, Norway, and Sweden	37
Editorial Board	36
In memory of Dr. Virginia K. Saba EdD, DS, RN, FAAN, FACMI nursing Informatics pioneer	36
Clinical prediction rules for adverse evolution in patients with COVID-19 by the Omicron variant	35
A scoping review of medical practice variation research within the informatics literature	35
Human factors and safety analysis methods used in the design and redesign of electronic medication management systems: A systematic review	34
Editorial Board	34
Editorial Board	34
Emotions of scepticism, trust, and security within the acceptance of telemedical applications	33
Quorum-based model learning on a blockchain hierarchical clinical research network using smart contracts	33
Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study	33
Physicians’ perceptions about narrative note sections format and content: A multi-specialty survey	32
Clinical decision support systems with team-based care on type 2 diabetes improvement for Medicaid patients: A quality improvement project	32
How people interact with a chatbot against disinformation and fake news in COVID-19 in Brazil: The CoronaAI case	32
Editorial Board	31
Editorial Board	31
Editorial Board	31
The role of electronic versus written order sets in inappropriate laboratory testing among hospitalized medical patients	30
Prediction of pre-eclampsia with machine learning approaches: Leveraging important information from routinely collected data	29
The differences between adults and adolescents using a mobile health application for menstrual complaints: A usability and qualitative study	28
Selection of diagnosis with oncologic relevance information from histopathology free text reports: A machine learning approach	27
A graduate medical education (GME) quality improvement curriculum leads to improved knowledge and participation in high quality improvement projects by trainees	27
Factors impacting the adoption of big data in healthcare: A systematic literature review	26
Smart hospital definition: Academic and industrial perspective	26
Willingness to engage in post-discharge follow-up service conducted via video telemedicine: Cross-sectional study	26
Towards reliable forecasting of healthcare capacity needs: A scoping review and evidence mapping	25
Renal health: Evaluation of the spontaneous use of a new m-health technology and validation of its content to support patients undergoing peritoneal dialysis	25
The “Electronic Pediatrician (EPed®)” – A clinically tested prototype software for computer-assisted pathophysiologic diagnosis and treatment of ill children	25
Clinical application of radiological AI for pulmonary nodule evaluation: Replicability and susceptibility to the population shift caused by the COVID-19 pandemic	25
Temporal validation of a Generalized Additive2 Model (GA2M) to assess the risk of Chronic Kidney Disease (CKD)	24
Modified Needleman-Wunsch algorithm for trauma management performance evaluation	24
Review of interactive digital solutions improving health literacy of personal cancer risks in the general public	24

Design and evaluation of a dashboard to support the comprehension of the progression of patients with dementia in day centers	24
Assessing metabolic risk factors for psychiatric patients: An IT-supported task shift from physician to pharmacist	24
Healthcare 5.0: A secure and distributed network for system informatics in medical surgery	24
Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews	24
Pain prediction model based on machine learning and SHAP values for elders with dementia in Taiwan	24
A survey of openEHR Clinical Data Repositories	23
Prediction of low pulse oxygen saturation in COVID-19 using remote monitoring post hospital discharge	23
Building health service management workforce capacity in the era of health informatics and digital health – A scoping review	23
The challenges of and solutions for combining cocreation and agile in the development of health information technologies	22
Public comprehension of privacy protections applied to health data shared for research: An Australian cross-sectional study	22
Using digital phenotyping to understand health-related outcomes: A scoping review	22
Chatbots talk Strabismus: Can AI become the new patient Educator?	22
Improving the user experience of televisits and telemonitoring for heart failure patients in less than 6 months: a methodological approach	22
Going digital in Germany: An exploration of physicians’ attitudes towards the introduction of electronic prescriptions – A mixed methods approach	22
Brain health scores to predict neurological outcomes from electronic health records	22
Review of machine learning solutions for eating disorders	21
Minors’ and guardian access to and use of a national patient portal: A retrospective comparative case study of Sweden and Finland	21
Online information for spontaneous coronary artery dissection (SCAD) survivors and their families: A systematic appraisal of content and quality of websites	21
An assessment of ten popular pregnancy applications (Apps) available for women in Australia	21
Patients’ perceptions, experiences, and satisfaction with e-prescribing system: A cross-sectional study	21
Data work and practices in healthcare: A scoping review	21
Ophthalmic care may not align with patient need: An analysis on state-wide patient needs and provider density between 2008 and 2022	21
Using machine learning to reduce unnecessary rehospitalization of cardiovascular patients in Saudi Arabia	21
Exploring the Trade-Off between generalist and specialized Models: A center-based comparative analysis for glioblastoma segmentation	20
Assessing the impact of real-time random safety audits through full propensity score matching on reliable data from the clinical information system	20
Examining individual and contextual predictors of disability in Chinese older adults: A machine learning approach	20
Attacking and defence pathways for Intelligent Medical Diagnosis System (IMDS)	20
A mhealth application for automated detection and diagnosis of strabismus	20
Predictive analytics support for complex chronic medical conditions: An experience-based co-design study of physician managers’ needs and preferences	20
CrossViT with ECAP: Enhanced deep learning for jaw lesion classification	20
The impact on health outcomes of implementing electronic health records to support the care of older people in residential aged care: A scoping review	20
Establishing a usability cut-point for the health information technology usability evaluation scale (Health-ITUES)	20
Optimising interruptive clinical decision support alerts for antithrombotic duplicate prescribing in hospital	20
Fine-grained subphenotypes in acute kidney injury populations based on deep clustering: Derivation and interpretation	20
Recognition of autism in subcortical brain volumetric images using autoencoding-based region selection method and Siamese Convolutional Neural Network	20
Lung cancer survival period prediction and understanding: Deep learning approaches	20
Evaluation of an optimized context-aware clinical decision support system for drug-drug interaction screening	19
Testing reliability and validity of the Vietnamese version of the eHealth literacy scale (eHEALS) among medical students in Vietnam	19
Usability of information systems: Experiences of outpatient physicians, outpatient nurses, and open care social welfare professionals from three large cross-sectional surveys in Finland	19
Tools to foster responsibility in digital solutions that operate with or without artificial intelligence: A scoping review for health and innovation policymakers	19
Change in nurses’ psychosocial characteristics pre- and post-electronic medical record system implementation coinciding with the SARS-CoV-2 pandemic: pre- and post-cross-sectional surveys	19
Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?	19
From Personal Observations to Recommendation of Tailored Interventions based on Causal Reasoning: a case study of Falls Prevention in Elderly Patients	19
Predicting acute myocardial infarction (AMI) 30-days mortality: Using standardised mortality ratio (SMR) as the hospital performance measure	19
Spanish version of the mHealth app usability questionnaire (MAUQ) and adaptation to breastfeeding support apps	18
How do automated reasoning features impact the usability of a clinical task management system? Development and usability testing of a prototype	18
Development and validation of a prediction model for evaluating extubation readiness in preterm infants	18
A fuzzy-set qualitative comparative analysis exploration of multiple paths to users’ continuous use behavior of diabetes self-management apps	18
Increasing clinical medical service satisfaction: An investigation into the impacts of Physicians’ use of clinical decision-making support AI on patients’ service satisfaction	18
Predicting COVID-19 severity: Challenges in reproducibility and deployment of machine learning methods	18
Predicting onset of disease progression using temporal disease occurrence networks	18
Ambulance dispatch prioritisation for traffic crashes using machine learning: A natural language approach	18
The association of a critical care electronic prescribing system with the quality of patient care provided by clinical pharmacists - a prospective, observational cohort study	18
The use and role of digital technology in learning health systems: A scoping review	18
Corrigendum to “Mixed methods evaluation of a computerised audit and feedback dashboard to improve patient safety through targeting acute kidney injury (AKI) in primary care” [Int. J. Med. Inform. 145	18
Multidisciplinary considerations of fairness in medical AI: A scoping review	17
Understanding the convergence of social enterprise, digital health, and citizen engagement for co-producing integrated Person-Centred health services: A critical review and theoretical framework	17
Quantifying the advantages and acceptability of linking dialysis machines to an electronic medical record	17
Analysis of missing data in electronic health records of people with diabetes in primary care in Spain: A population-based cohort study	17
Predictive analysis on the factors associated with birth Outcomes: A machine learning perspective	16
Unveiling global public interest and seasonal patterns of antibiotics and antibiotic resistance: An infodemiology study with implications for public health awareness and intervention strategies	16
Emergence and evolution of big data science in HIV research: Bibliometric analysis of federally sponsored studies 2000–2019	16
Erratum to “Human-centred design processes for clinical decision support: A pulmonary embolism case study” [Int. J. Med. Inf. (2020) 104196]	16
Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study	16
Usage and perceptions of telemedicine among health care professionals in China	16
Acute myocardial infarction risk prediction in emergency chest pain patients: An external validation study	16
Machine learning in medication prescription: A systematic review	16
Analyzing national telemedicine policies in China from the perspective of policy instrument (1997–2020)	16
Automating and improving cardiovascular disease prediction using Machine learning and EMR data features from a regional healthcare system	15
Use of standardized terminologies in clinical practice: A scoping review	15
Embracing digital and technological solutions in nursing: A scoping review and conceptual framework	15
Understanding nurses’ perceptions of barriers and enablers to use of a new electronic medical record system in Australia: A qualitative study	15
The effect of interactive factors on online health consultation review deviation: An empirical investigation	15
Healthcare professionals’ digital health competence and its core factors; development and psychometric testing of two instruments	15
Machine learning approaches for frailty detection, prediction and classification in elderly people: A systematic review	15
Using natural language processing to identify opioid use disorder in electronic health record data	15
eHealth competence building for future doctors and nurses – Attitudes and capabilities	15
Large language models can support generation of standardized discharge summaries – A retrospective study utilizing ChatGPT-4 and electronic health records	15
Machine learning prediction models and nomogram to predict the risk of in-hospital death for severe DKA: A clinical study based on MIMIC-IV, eICU databases, and a college hospital ICU	15
Telemedicine use in Sub-Saharan Africa: Barriers and policy recommendations for Covid-19 and beyond	14

A randomized control trial of a virtual reality learning environment in obstetric medical student teaching	14
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review	14
A novel systematic pipeline for increased predictability and explainability of growth patterns in children using trajectory features	14
A systematic review of emerging information technologies for sustainable data-centric health-care	14
Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis	14
Identifying and improving the “ground truth” of race in disparities research through improved EMR data reporting. A systematic review	14
An unsupervised learning approach to diagnosing Alzheimer’s disease using brain magnetic resonance imaging scans	14
Using machine learning models to predict falls in hospitalised adults	13
Artificial intelligence-based snakebite identification using snake images, snakebite wound images, and other modalities of information: A systematic review	13
The evaluation of digital transformation in renal transplantation in the United Kingdom: A national interview study	13
Analysis of web-based travel health advice provided to international travellers with chronic medical and psychiatric illnesses	13
Using EHR data to identify coronavirus infections in hospitalized patients: Impact of case definitions on disease surveillance	13
Clinical decision support system in emergency telephone triage: A scoping review of technical design, implementation and evaluation	13
A longitudinal time and motion study quantifying how implementation of an electronic medical record influences hospital nurses’ care delivery	13
Implementation of a commercial federated network of electronic health record data to enable sponsor-initiated clinical trials at an academic medical center	13
Predicting medical specialty from text based on a domain-specific pre-trained BERT	13
Design and deployment of ODISEA, an application for the myOcarDial infarction SafEtytrAnsfer of patients	13
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients	13
A customised down-sampling machine learning approach for sepsis prediction	13
Leveraging data and information systems on the sustainable development goals	13
Adverse drug reaction reporting via mobile applications: A narrative review	13
Evaluating the Effectiveness of advanced large language models in medical Knowledge: A Comparative study using Japanese national medical examination	13
Asbestosis diagnosis algorithm combining the lung segmentation method and deep learning model in computed tomography image	13
Clinical research staff perceptions on a natural language processing-driven tool for eligibility prescreening: An iterative usability assessment	13
FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells	12
The use of machine learning for the prediction of response to follow-up in spine registries	12
Large language models vs human for classifying clinical documents	12
Developing an AI-Based clinical decision support system for basal insulin titration in type 2 diabetes in primary Care: A Mixed-Methods evaluation using heuristic Analysis, user Feedback, and eye trac	12
Corrigendum to “Application of the openEHR reference model for PGHD: A case study on the DH-Convener initiative” [Int. J. Med. Inf. 193 (2025) 105686]	12
Identifying potential medical aid beneficiaries using machine learning: A Korean Nationwide cohort study	12
Public value and digital health: The example of guiding values in the national digital health strategy of France	12
Increasing acceptance of medical AI: The role of medical staff participation in AI development	12
Healthcare information system support for leadership and management: Experiences of Finnish physician leaders by specialty from three cross-sectional surveys in 2014, 2017, and 2021	12
Active learning for extracting rare adverse events from electronic health records: A study in pediatric cardiology	12
Estimated carbon emissions and support cost savings to telemedicine for patients with tracheal diseases	12
Hip prosthesis failure prediction through radiological deep sequence learning	12
Evaluation of risk factors and survival rates of patients with early-stage breast cancer with machine learning and traditional methods	12
Interpretable time-series neural turing machine for prognostic prediction of patients with type 2 diabetes in physician-pharmacist collaborative clinics	12
Development of a drug allergy alert tiering algorithm for penicillins and cephalosporins	12
A comparative analysis of trauma-related mortality in South Korea using classification models	12
Artificial intelligence-enabled obesity prediction: A systematic review of cohort data analysis	12
A novel approach to antimicrobial resistance: Machine learning predictions for carbapenem-resistant Klebsiella in intensive care units	12
Evaluation of a low-cost training application to train microelectrode recording identification in deep brain stimulation surgeries	12
The determinants of help-seeking behaviors among cancer patients in online health communities: Evidence from China	12
Association of clerical burden and EHR frustration with burnout and career intentions among physician faculty in an urban academic health system	12
Cybersecurity and critical care staff: A mixed methods study	12
Analysis and prediction of long-term survival using a clinically applicable risk score based on the Electronic Health Record	11
Prediction of disease comorbidity using explainable artificial intelligence and machine learning techniques: A systematic review	11
Using health information technology in residential aged care homes: An integrative review to identify service and quality outcomes	11
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients	11
Editorial Board	11
Comparison of the validity, perceived usefulness, and usability of I-MeDeSA and TEMAS, two tools to evaluate alert system usability	11
Pharmaceutical algorithms set in a real time clinical decision support targeting high-alert medications applied to pharmaceutical analysis	11
Identifying episodes of care in hospital admissions data for measures of disease burden: A tutorial and protocol for individual-level data analysis	11
Coordinated use of Health Level 7 standards to support clinical decision support: Case study with shared decision making and drug-drug interactions	11
A National Survey of EMR Usability: Comparisons between medical and nursing professions in the hospital and primary care sectors in Australia and Finland	11
Development of a knowledge mining approach to uncover heterogeneous risk predictors of acute kidney injury across age groups	11
The decision-making and learning roles of a professional social network: The case of a family physicians’ network	11
Machine learning methods in predicting the risk of malignant transformation of oral potentially malignant disorders: A systematic review	11
Usability evaluation of a nursing information system by applying cognitive walkthrough method	11
Home-based exercise interventions delivered by technology in older adults: A scoping review of technological tools usage	11
An overview of facilitators and barriers in the development of eHealth interventions for people of low socioeconomic position: A Delphi study	11
Editorial Board	11
Acknowledgement of reviewers 2023	11
Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI	11
Conversational agents for depression screening: A systematic review	11
A competency framework for Ph.D. programs in health information management	10
Digital health in oncology in Africa: A scoping review and cross-sectional survey	10
Deep Learning-based detection of psychiatric attributes from German mental health records	10
Performance of an openEHR based hospital information system	10
Improved immune algorithm for sudden cardiac death first aid drones site selection	10
Application of medical information system to identify dengue outbreak factors: Insights from a hyperendemic city in Malaysia	10
Differential effects of electronic patient record systems for wound care on hospital-acquired pressure injuries: Findings from a secondary analysis of German hospital data	10
Comparison of machine learning and conventional logistic regression-based prediction models for gestational diabetes in an ethnically diverse population; the Monash GDM Machine learning model	10
Physician eye contact in telemedicine video consultations: A cross-cultural experiment	10
Development and validation of a management system and dataset quality assessment tool for the Radiology Common Data Model (R_CDM): A case study in liver disease	10
Correctly structured problem lists lead to better and faster clinical decision-making in electronic health records compared to non-curated problem lists: A single-blinded crossover randomized controll	10
Human-centered design of team health IT for pediatric trauma care transitions	10
Key influencing factors of vertical integration of electronic health records in medical consortiums	10
HeNeCOn: An ontology for integrative research in Head and Neck cancer	10
Combining user-centered design and behavioral theory to enhance health technologies: A personas-based approach for a primary-care based multifactorial falls risk assessment tool	10
Biases in using social media data for public health surveillance: A scoping review	10
EASIER: A new model for online learning of minimally invasive surgery skills	10
Machine learning models to detect and predict patient safety events using electronic health records: A systematic review	10
Predicting type 2 diabetes prevalence for people with severe mental illness in a multi-ethnic East London population	10
Generalizability and portability of natural language processing system to extract individual social risk factors	10
Development and feasibility testing of an artificially intelligent chatbot to answer immunization-related queries of caregivers in Pakistan: A mixed-methods study	10
Diagnostic and comparative performance for the prediction of tuberculous pleural effusion using machine learning algorithms	10
Presenting predictions and performance of probabilistic models for clinical decision support in trauma care	9
An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice	9
Expert opinion elicitation for assisting deep learning based Lyme disease classifier with patient data	9
Unintended consequences of pharmacy information systems: A case study	9
Balancing accuracy and Interpretability: An R package assessing complex relationships beyond the Cox model and applications to clinical prediction	9
Development and expert inspections of the user interface for a primary care decision support system	9
Exploring potential drivers of patient engagement with their health data through digital platforms: A scoping review	9