International Journal of Medical Informatics

Papers
(The median citation count of International Journal of Medical Informatics is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)
ArticleCitations
Network analysis and psychometric properties of the Brazilian version of the eHealth Literacy Scale in a dental clinic setting206
Renal health: Evaluation of the spontaneous use of a new m-health technology and validation of its content to support patients undergoing peritoneal dialysis158
Ophthalmic care may not align with patient need: An analysis on state-wide patient needs and provider density between 2008 and 2022154
Analysis of missing data in electronic health records of people with diabetes in primary care in Spain: A population-based cohort study110
How people interact with a chatbot against disinformation and fake news in COVID-19 in Brazil: The CoronaAI case89
Optimising interruptive clinical decision support alerts for antithrombotic duplicate prescribing in hospital85
Ambulance dispatch prioritisation for traffic crashes using machine learning: A natural language approach82
Research related to the diagnosis of prostate cancer based on machine learning medical images: A review80
Emotions of scepticism, trust, and security within the acceptance of telemedical applications74
Factors impacting the adoption of big data in healthcare: A systematic literature review69
Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews66
Public comprehension of privacy protections applied to health data shared for research: An Australian cross-sectional study66
Comparison of terminology mapping methods for nursing wound care knowledge representation63
Understanding healthcare providers’ electronic health record (EHR) interface preferences via conjoint analysis62
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences59
Towards a Multi-Stakeholder process for developing responsible AI governance in consumer health58
A risk score for prediction of symptomatic intracerebral haemorrhage following thrombolysis58
Editorial Board57
A randomized control trial of a virtual reality learning environment in obstetric medical student teaching57
A vision transformer-convolutional neural network framework for decision-transparent dual-energy X-ray absorptiometry recommendations using chest low-dose CT56
The decision-making and learning roles of a professional social network: The case of a family physicians’ network53
Analysis and prediction of long-term survival using a clinically applicable risk score based on the Electronic Health Record51
Design and deployment of ODISEA, an application for the myOcarDial infarction SafEtytrAnsfer of patients50
Artificial intelligence-based snakebite identification using snake images, snakebite wound images, and other modalities of information: A systematic review49
Biases in using social media data for public health surveillance: A scoping review47
An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice46
Combining supervised and unsupervised named entity recognition to detect psychosocial risk factors in occupational health checks45
Leveraging data and information systems on the sustainable development goals44
Retraction notice to “Reliability and validity of the Chinese version of the mobile Agnew Relationship Measure (mARM-C)” [Int. J. Med. Inf. 189 (2024) 105482]42
Using machine learning models to predict falls in hospitalised adults42
Evaluation of the quality of oral hygiene mobile apps for children using the mobile app rating scale41
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 disease41
Improved immune algorithm for sudden cardiac death first aid drones site selection40
Deep Learning-based detection of psychiatric attributes from German mental health records40
hART: Deep learning-informed lifespan heart failure risk trajectories39
A competency framework for Ph.D. programs in health information management39
Adverse drug reaction reporting via mobile applications: A narrative review38
Physician eye contact in telemedicine video consultations: A cross-cultural experiment38
Integrating interprofessional electronic medical record teaching in preregistration healthcare degrees: A case study38
Mobile mental health application use, and app feature preferences among individuals with mental disorders in Ethiopia: A cross-sectional survey37
A text analytics approach for mining public discussions in online cancer forum: Analysis of multi-intent lung cancer treatment dataset37
Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare36
Digital tools/eHealth to support CKD self-management: A qualitative study of perceptions, attitudes and needs of patients and health care professionals in China36
A National Survey of EMR Usability: Comparisons between medical and nursing professions in the hospital and primary care sectors in Australia and Finland36
A usability evaluation of the perceived user friendliness, accessibility, and inclusiveness of a personalized digital care pathway tool36
Can I trust my fake data – A comprehensive quality assessment framework for synthetic tabular data in healthcare35
A decade of the Swiss electronic vaccination Record: Some insights based on an exploratory data analysis35
Patients need emotional support: Managing physician disclosure information to attract more patients34
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients34
Improving the quality of nursing care through standardized nursing languages: Call to action across European countries34
Editorial Board33
Corrigendum to “Brain health scores to predict neurological outcomes from electronic health records” [Int. J. Med. Inform. (2023) 105270]32
Editorial Board32
Understanding potentially inappropriate medication: A focus group study with general practitioners31
Editorial Board31
FRELSA: A dataset for frailty in elderly people originated from ELSA and evaluated through machine learning models31
Evaluate the effect of virtual nurse-guided discharge education app on disease knowledge and symptom response in patients following coronary events30
External validation of risk prediction model for gestational diabetes: Individual participant data meta-analysis of randomized trials30
Recommendations of the International Medical Informatics Association (IMIA) on Education in Biomedical and Health Informatics: Second Revision30
A multilayered graph-based framework to explore behavioural phenomena in social media conversations30
Implications of use of different intraoperative ultrasound modalities during glioma surgery – A comparative study of factors affecting outcomes30
Sensor-based prevention of falls and pressure ulcers: A scoping review30
Predicting hospital admissions, ICU utilization, and prolonged length of stay among febrile pediatric emergency department patients using incomplete and imbalanced electronic health record (EHR) data 29
Comparison of time-to-event machine learning models in predicting oral cavity cancer prognosis29
Using mobile phone-based text message to recruit representative samples: Assessment of a cross-sectional survey about the COVID-19 vaccine hesitation29
Risk prediction of arrhythmia after percutaneous coronary intervention in patients with acute coronary syndrome: A systematic review and meta-analysis28
Impact of the COVID-19 pandemic on mHealth adoption: Identification of the main barriers through an international comparative analysis28
Editorial Board27
Real-world implementation evaluation of an electronic health record-integrated consumer informatics tool that collects patient-generated contextual data27
General Practitioners’ needs and wishes for clinical decision support Systems: A focus group study26
Data science in undergraduate medicine: Course overview and student perspectives26
Tracking COPD exacerbation patterns and forecasting readmission risks utilizing electronic medical records26
Telecardiology interventions for patients with cardiovascular Disease: A systematic review on characteristics and effects26
Antecedents and consequences of shared decision making for patients with chronic kidney diseases: A cross-sectional survey26
Physicians' perceptions of electronic prescribing of controlled medications in the West Bank, Palestine: A pre-implementation assessment26
Vision transformer-based multimodal fusion network for classification of tumor malignancy on breast ultrasound: A retrospective multicenter study26
EHR-ML: A data-driven framework for designing machine learning applications with electronic health records26
Application of a human-centered design for embedded machine learning model to develop data labeling software with nurses: Human-to-Artificial Intelligence (H2AI)25
An interpretable machine learning prognostic system for risk stratification in oropharyngeal cancer25
Implementing privacy preserving record linkage: Insights from Australian use cases25
Wearable activity trackers for promoting physical activity: A systematic meta-analytic review24
Comparing automated vs. manual data collection for COVID-specific medications from electronic health records24
Resuming elective surgery after COVID-19: A simulation modelling framework for guiding the phased opening of operating rooms24
Design, development, implementation, and evaluation of a severe drug–drug interaction alert system in the ICU: An analysis of acceptance and override rates24
A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study24
Performance analysis of machine learning algorithms and screening formulae forβ24
Editorial Board24
External validation and application of risk prediction model for ventilator–associated pneumonia in ICU patients with mechanical ventilation: A prospective cohort study23
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside23
Collecting health-related research data using consumer-based wireless smart scales23
A systematic review of the value of clinical decision support systems in the prescription of antidiabetic drugs23
Technology for fast-tracking high-risk head and neck cancer referrals: Co-designing with patients23
Development and validation of a risk prediction model and prediction tools for post-thrombotic syndrome in patients with lower limb deep vein thrombosis22
Using large language models as decision support tools in emergency ophthalmology22
Evaluation of clinical named entity recognition methods for Serbian electronic health records22
Alignment of two standard terminologies for dosage form: RxNorm from the National Library of Medicine for the United States and EDQM from the European Directorate for the Quality in Medicines and Heal22
A systematic review and proposed framework for sustainable learning healthcare systems22
Pathologist-level diagnosis of ulcerative colitis inflammatory activity level using an automated histological grading method21
Exploring patient-centered design solutions of a telehealth app for HIV − A qualitative study21
The evaluation of health recommender systems: A scoping review21
A novel multivariable time series prediction model for acute kidney injury in general hospitalization21
Machine learning predictive models for acute pancreatitis: A systematic review21
The feasibility of home self-assessment of vital signs and symptoms: A new key to telehealth for individuals?21
Characteristics of mobile phone access and usage among caregivers in Pakistan – A mHealth survey of urban and rural population21
Review of the research databases on population-based Registries of Unified electronic Healthcare system of Kazakhstan (UNEHS): Possibilities and limitations for epidemiological research and Real-World21
Development and validation of explainable machine learning models for female hip osteoporosis using electronic health records20
Data protection and information security in biomedical research: A sequential explanatory mixed study20
The performance of ChatGPT and ERNIE Bot in surgical resident examinations20
An interpretable machine learning scoring tool for estimating time to recurrence readmissions in stroke patients20
Effect and usability of mobile health applications for medication adherence in patients with heart failure: A systematic review20
Opportunities for standardization in emergency scenarios in the European Union20
Comparative performance of intensive care mortality prediction models based on manually curated versus automatically extracted electronic health record data19
Utilizing online reviews for analyzing digital healthcare consultation services: Examining perspectives of both healthcare customers and healthcare professionals19
Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings19
Monitoring sound levels in the intensive care unit: A mixed-methods system development project to optimize design features for a new electronic interface in the healthcare environment19
Electronic-PRO Measures for adverse events Of Treatment In ONcology (E-PROMOTION)19
The effect of Computerised Physician Order Entry on prescribing errors: An interrupted time-series study at a secondary referral hospital in Australia19
A novel approach for predicting acute hospitalizations among elderly recipients of home care? A model development study19
Machine learning applied to electronic health record data in home healthcare: A scoping review19
Machine learning algorithms to classify self-harm behaviours in New South Wales Ambulance electronic medical records: A retrospective study19
Impact of patients’ personality traits on digital health Adoption Strategies for family practices19
Enhancing security in patient medical information exchange: A qualitative study19
Development and validation of a clinical decision support system to prevent anticoagulant duplications19
OptimCLM: Optimizing clinical language models for predicting patient outcomes via knowledge distillation, pruning and quantization18
Acceptability and applicability of biometric iris scanning for the identification and follow up of highly mobile research participants living in fishing communities along the shores of Lake Victoria i18
Artificial intelligence (AI) in the medical consultation: Friend or foe?18
Semantic segmentation of bone structures in chest X-rays including unhealthy radiographs: A robust and accurate approach18
Decoding the black box: Explainable AI (XAI) for cancer diagnosis, prognosis, and treatment planning-A state-of-the art systematic review18
An evidence synthesis on perioperative Handoffs: A call for balanced sociotechnical solutions18
Multi-class classification model for psychiatric disorder discrimination18
Utilizing artificial intelligence and cellular population data for timely identification of bacteremia in hospitalized patients18
Advancing cancer data collection: ICD-11 implementation in European oncology and cancer registries18
Assessment of machine learning algorithms in national data to classify the risk of self-harm among young adults in hospital: A retrospective study18
Editorial Board17
Efficacy of telehealth in integrated chronic disease management for older, multimorbid adults with heart failure: A systematic review17
Applying computer text mining algorithms for oversampling tumor mutation status in medical records for the NCI Patterns of Care studies17
An empirical study on factors influencing consumers’ motivation towards teleconsultation system use. A preliminary report about the Sehha application from Saudi Arabia17
The accuracy of machine learning approaches using non-image data for the prediction of COVID-19: A meta-analysis17
Virtual physical examination in teleconsultation: A scoping review17
Development, evaluation and validation of machine learning models to predict hospitalizations of patients with coronary artery disease within the next 12 months17
Digital health use in latent tuberculosis infection care: A systematic review17
Predicting mortality in SARS-COV-2 (COVID-19) positive patients in the inpatient setting using a novel deep neural network17
Enhancing readmission prediction model in older stroke patients by integrating insight from readiness for hospital discharge: Prospective cohort study17
Validation and usability study of the framework for a user needs-centered mHealth app selection16
Assessing the accuracy and reliability of ChatGPT’s medical responses about thyroid cancer16
A systematic review on classification and assessment of surgical skill levels for simulation-based training programs16
Strengthening capacities of multidisciplinary professionals to apply data science in public health: Experience of an international graduate diploma program in Peru16
The impact of an electronic alert to reduce the risk of co-prescription of low molecular weight heparins and direct oral anticoagulants16
Is it safe to learn about vital pulp capping from YouTube™ videos? A content and quality analysis16
Educational interventions and their effects on healthcare professionals’ digital competence development: A systematic review16
A hybrid model to identify fall occurrence from electronic health records16
Predicting intubation for intensive care units patients: A deep learning approach to improve patient management16
Editorial Board16
Machine learning for prediction of viral hepatitis: A systematic review and meta-analysis16
A deep learning model for QRS delineation in organized rhythms during in-hospital cardiac arrest16
Correspondence: Generative artificial intelligence in healthcare16
The relationship between e-health literacy and information technology acceptance, and the willingness to share personal and health information among pregnant women16
Smart data-driven medical decisions through collective and individual anomaly detection in healthcare time series16
Adoption and use of various health information exchange methods for sending inside health information in US hospitals16
A longitudinal time and motion study quantifying how implementation of an electronic medical record influences hospital nurses’ care delivery15
Ethical aspects and user preferences in applying machine learning to adjust eHealth addressing substance use: A mixed-methods study15
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 system15
Comparing physician and large language model responses to influenza patient questions in the online health community15
Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations15
Usability of information systems: Experiences of outpatient physicians, outpatient nurses, and open care social welfare professionals from three large cross-sectional surveys in Finland15
Assessing metabolic risk factors for psychiatric patients: An IT-supported task shift from physician to pharmacist15
Building health service management workforce capacity in the era of health informatics and digital health – A scoping review15
Towards reliable forecasting of healthcare capacity needs: A scoping review and evidence mapping15
Use of telehealth for HIV care in Italy: Are doctors and patients on the same page? A cross-sectional study15
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review15
Predicting abnormal C-reactive protein level for improving utilization by deep neural network model15
In memory of Dr. Virginia K. Saba EdD, DS, RN, FAAN, FACMI nursing Informatics pioneer15
Comprehensive evaluation of using computerised provider order-entry system for hospital discharge orders15
Predictive analytics support for complex chronic medical conditions: An experience-based co-design study of physician managers’ needs and preferences15
Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study14
Towards secure and trusted AI in healthcare: A systematic review of emerging innovations and ethical challenges14
Patient portal use: Persistent disparities from pre- to post-onset of the COVID-19 pandemic14
The use and role of digital technology in learning health systems: A scoping review14
Clinical decision support systems with team-based care on type 2 diabetes improvement for Medicaid patients: A quality improvement project14
Healthcare 5.0: A secure and distributed network for system informatics in medical surgery14
A scoping review of mobile apps for use with palliative patients in the context of home care14
A machine-learning-based algorithm for bone marrow cell differential counting14
Predictive analysis on the factors associated with birth Outcomes: A machine learning perspective14
Using natural language processing to identify opioid use disorder in electronic health record data14
Usability testing of the Philippine Electronic National Newborn Hearing Screening Registry (ENNHSR)14
Quality review and content analysis of liver complications mobile apps in Iran: A statistical and machine learning approach14
Effects of a home care community-dwelling intervention on cognition, mental health, loneliness and quality of life in elder people: The VERA study14
Key interoperability Factors for patient portals and Electronic health Records: A scoping review14
What physical examinations are observed during an in-person GP consultation? Automatic extraction using a text-based approach13
Public value and digital health: The example of guiding values in the national digital health strategy of France13
Usability evaluation of a nursing information system by applying cognitive walkthrough method13
Polygenic risk score comparator (PRScomp): Test population vs. worldwide populations13
Machine learning based early mortality prediction in the emergency department13
Deep representation learning from electronic medical records identifies distinct symptom based subtypes and progression patterns for COVID-19 prognosis13
Development and validation of a machine learning prediction model for perioperative red blood cell transfusions in cardiac surgery13
Automated interpretation and analysis of bronchoalveolar lavage fluid13
Evaluating the effects of mobile application-based rehabilitation on improving disability and pain in patients with disputed thoracic outlet syndrome: A randomized controlled trial13
Allied health professionals’ experiences and lessons learned in response to a big bang electronic medical record implementation: A prospective observational study13
Cybersecurity and critical care staff: A mixed methods study13
Artificial intelligence-enabled obesity prediction: A systematic review of cohort data analysis13
Self-management in heart failure using mHealth: A content validation13
Effects of telemedicine-based follow-up management on adults with obstructive sleep apnea: A systematic review and meta-analysis13
Identifying potential medical aid beneficiaries using machine learning: A Korean Nationwide cohort study13
Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI13
Identifying episodes of care in hospital admissions data for measures of disease burden: A tutorial and protocol for individual-level data analysis13
Active learning for extracting rare adverse events from electronic health records: A study in pediatric cardiology13
Predicting medical specialty from text based on a domain-specific pre-trained BERT13
Effective data quality management for electronic medical record data using SMART DATA13
*Correspondence on “Large language models can support generation of standardized discharge summaries − A retrospective study utilizing ChatGPT-4 and electronic health records”13
Exploring patient perspectives on telemedicine monitoring within the operating room13
Effect of picture archiving and communication system on diagnosis accuracy in CT and radiography examinations in emergency departments13
Artificial intelligence in emergency medicine. A systematic literature review12
Quality assessment of health science-related short videos on TikTok: A scoping review12
Measuring the cost-effectiveness of using telehealth for diabetes management: A narrative review of methods and findings12
Augmented intelligence facilitates concept mapping across different electronic health records12
Differences in information accessed in a pharmacologic knowledge base using a conversational agent vs traditional search methods12
Optimal placement of ambulance stations using data-driven direct and surrogate search methods12
Real-time artificial intelligence system for bacteremia prediction in adult febrile emergency department patients12
Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning12
The impact of spiritual care delivered by nurses on patients' comfort: A propensity score matched cohort utilizing electronic health record data12
The fading structural prominence of explanations in clinical studies12
Machine learning for predicting outcomes of transcatheter aortic valve implantation: A systematic review12
Error rates of data processing methods in clinical research: A systematic review and meta-analysis of manuscripts identified through PubMed12
Transforming fatigue assessment: Smartphone-based system with digitized motor skill tests12
e-Health solution for home patient telemonitoring in early post-acute TIA/Minor stroke during COVID-19 pandemic12
Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis12
Deep transfer learning based model for colorectal cancer histopathology segmentation: A comparative study of deep pre-trained models12
Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review12
Editorial Board12
Development of machine-learning models using pharmacy inquiry database for predicting dose-related inquiries in a tertiary teaching hospital12
Short-term atrial fibrillation detection using electrocardiograms: A comparison of machine learning approaches12
Investigating mobile persuasive design for mental wellness: A cross-domain analysis12
A literature-based approach to predict continuous hospital length of stay in adult acute care patients using admission variables: A single university center experience12
Patient-centered care in telemedicine – An experimental-design study12
Responding to COVID-19 with real-time general practice data in Australia12
Editorial Board12
Machine learning-based clinical decision support systems for pregnancy care: A systematic review12
Self-help groups and opioid use disorder treatment: An investigation using a machine learning-assisted robust causal inference framework11
Predicting Fear of Breast Cancer Recurrence in women five years after diagnosis using Machine Learning and healthcare reimbursement data from the French nationwide VICAN survey11
Development and validation of colorectal cancer risk prediction tools: A comparison of models11
Technostress in Nuclear Medicine: A Qualitative Study of Causes, Mitigators, and Resolution Levels11
Teleconsultations and their implications for health care: A qualitative study on patients’ and physicians’ perceptions11
Artificial intelligence and its impact on the domains of universal health coverage, health emergencies and health promotion: An overview of systematic reviews11
Engaging and informing patients: Health information technology use in community health centers11
Use of wearables among Multiple Sclerosis patients and healthcare Professionals: A scoping review11
Review and content analysis of mobile apps for inflammatory bowel disease management using the mobile application rating scale (MARS): Systematic search in app stores11
The electronic prescribing of subcutaneous infusions: A before-and-after study assessing the impact upon patient safety and service efficiency11
CureMate: A clinical decision support system for breast cancer treatment11
Effects of online support and social media communities on gestational diabetes: A systematic review11
Usability of a mobile application for the clinical follow-up of patients with chronic obstructive pulmonary disease and home oxygen therapy11
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