International Journal of Medical Informatics

Article	Citations
A risk score for prediction of symptomatic intracerebral haemorrhage following thrombolysis	197
Network analysis and psychometric properties of the Brazilian version of the eHealth Literacy Scale in a dental clinic setting	172
Renal health: Evaluation of the spontaneous use of a new m-health technology and validation of its content to support patients undergoing peritoneal dialysis	136
Ambulance dispatch prioritisation for traffic crashes using machine learning: A natural language approach	106
Ophthalmic care may not align with patient need: An analysis on state-wide patient needs and provider density between 2008 and 2022	101
Towards a Multi-Stakeholder process for developing responsible AI governance in consumer health	92
Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews	83
Comparison of terminology mapping methods for nursing wound care knowledge representation	80
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences	79
Understanding healthcare providers’ electronic health record (EHR) interface preferences via conjoint analysis	76
Editorial Board	72
A randomized control trial of a virtual reality learning environment in obstetric medical student teaching	72
Research related to the diagnosis of prostate cancer based on machine learning medical images: A review	71
Emotions of scepticism, trust, and security within the acceptance of telemedical applications	68
Optimising interruptive clinical decision support alerts for antithrombotic duplicate prescribing in hospital	63
Analysis of missing data in electronic health records of people with diabetes in primary care in Spain: A population-based cohort study	62
Factors impacting the adoption of big data in healthcare: A systematic literature review	61
Public comprehension of privacy protections applied to health data shared for research: An Australian cross-sectional study	61
How people interact with a chatbot against disinformation and fake news in COVID-19 in Brazil: The CoronaAI case	60
The decision-making and learning roles of a professional social network: The case of a family physicians’ network	59
A National Survey of EMR Usability: Comparisons between medical and nursing professions in the hospital and primary care sectors in Australia and Finland	56
Editorial Board	56
A decade of the Swiss electronic vaccination Record: Some insights based on an exploratory data analysis	56
Adverse drug reaction reporting via mobile applications: A narrative review	54
Combining supervised and unsupervised named entity recognition to detect psychosocial risk factors in occupational health checks	50

An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice	50
Leveraging data and information systems on the sustainable development goals	50
A text analytics approach for mining public discussions in online cancer forum: Analysis of multi-intent lung cancer treatment dataset	49
Integrating interprofessional electronic medical record teaching in preregistration healthcare degrees: A case study	48
Artificial intelligence-based snakebite identification using snake images, snakebite wound images, and other modalities of information: A systematic review	48
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients	45
OpenMRS as a global good: Impact, opportunities, challenges, and lessons learned from fifteen years of implementation	44
Digital tools/eHealth to support CKD self-management: A qualitative study of perceptions, attitudes and needs of patients and health care professionals in China	42
Design and deployment of ODISEA, an application for the myOcarDial infarction SafEtytrAnsfer of patients	42
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]	41
Evaluation of the quality of oral hygiene mobile apps for children using the mobile app rating scale	40
Improving the quality of nursing care through standardized nursing languages: Call to action across European countries	39
Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare	39
A usability evaluation of the perceived user friendliness, accessibility, and inclusiveness of a personalized digital care pathway tool	38
Data gaps in electronic health record (EHR) systems: An audit of problem list completeness during the COVID-19 pandemic	38
Analysis and prediction of long-term survival using a clinically applicable risk score based on the Electronic Health Record	38
Impact of a computerised clinical decision support system on vancomycin loading and the risk of nephrotoxicity	38
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	37
Physician eye contact in telemedicine video consultations: A cross-cultural experiment	36
Deep Learning-based detection of psychiatric attributes from German mental health records	36
Patients need emotional support: Managing physician disclosure information to attract more patients	36
Improved immune algorithm for sudden cardiac death first aid drones site selection	36
Can I trust my fake data – A comprehensive quality assessment framework for synthetic tabular data in healthcare	35
A competency framework for Ph.D. programs in health information management	35
hART: Deep learning-informed lifespan heart failure risk trajectories	34
Mobile mental health application use, and app feature preferences among individuals with mental disorders in Ethiopia: A cross-sectional survey	34
Using machine learning models to predict falls in hospitalised adults	34
Editorial Board	33
Biases in using social media data for public health surveillance: A scoping review	33
Physicians' perceptions of electronic prescribing of controlled medications in the West Bank, Palestine: A pre-implementation assessment	33
Editorial Board	32
Corrigendum to “Brain health scores to predict neurological outcomes from electronic health records” [Int. J. Med. Inform. (2023) 105270]	31
Data science in undergraduate medicine: Course overview and student perspectives	30
Wearable activity trackers for promoting physical activity: A systematic meta-analytic review	30
Implementing privacy preserving record linkage: Insights from Australian use cases	30
Content validation and usability of a chatbot of guidelines for wound dressing	29
Antecedents and consequences of shared decision making for patients with chronic kidney diseases: A cross-sectional survey	29
An interpretable machine learning prognostic system for risk stratification in oropharyngeal cancer	29
Application of a human-centered design for embedded machine learning model to develop data labeling software with nurses: Human-to-Artificial Intelligence (H2AI)	29
FRELSA: A dataset for frailty in elderly people originated from ELSA and evaluated through machine learning models	29
Comparing automated vs. manual data collection for COVID-specific medications from electronic health records	29
Telecardiology interventions for patients with cardiovascular Disease: A systematic review on characteristics and effects	28
Implications of use of different intraoperative ultrasound modalities during glioma surgery – A comparative study of factors affecting outcomes	28
Comparison of time-to-event machine learning models in predicting oral cavity cancer prognosis	28
Using mobile phone-based text message to recruit representative samples: Assessment of a cross-sectional survey about the COVID-19 vaccine hesitation	28
A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study	28
Evaluate the effect of virtual nurse-guided discharge education app on disease knowledge and symptom response in patients following coronary events	28
“A decade’s worth of work in a matter of days”: The journey to telehealth for the whole population in Australia	28
Impact of the COVID-19 pandemic on mHealth adoption: Identification of the main barriers through an international comparative analysis	27
Risk prediction of arrhythmia after percutaneous coronary intervention in patients with acute coronary syndrome: A systematic review and meta-analysis	27

A multilayered graph-based framework to explore behavioural phenomena in social media conversations	27
Vision transformer-based multimodal fusion network for classification of tumor malignancy on breast ultrasound: A retrospective multicenter study	27
Editorial Board	26
General Practitioners’ needs and wishes for clinical decision support Systems: A focus group study	26
Real-world implementation evaluation of an electronic health record-integrated consumer informatics tool that collects patient-generated contextual data	26
External validation of risk prediction model for gestational diabetes: Individual participant data meta-analysis of randomized trials	26
Recommendations of the International Medical Informatics Association (IMIA) on Education in Biomedical and Health Informatics: Second Revision	25
EHR-ML: A data-driven framework for designing machine learning applications with electronic health records	25
Resuming elective surgery after COVID-19: A simulation modelling framework for guiding the phased opening of operating rooms	25
Performance analysis of machine learning algorithms and screening formulae forβ	25
Tracking COPD exacerbation patterns and forecasting readmission risks utilizing electronic medical records	25
A systematic review and proposed framework for sustainable learning healthcare systems	24
The feasibility of home self-assessment of vital signs and symptoms: A new key to telehealth for individuals?	24
Exploring patient-centered design solutions of a telehealth app for HIV − A qualitative study	24
The evaluation of health recommender systems: A scoping review	24
Design, development, implementation, and evaluation of a severe drug–drug interaction alert system in the ICU: An analysis of acceptance and override rates	24
Technology for fast-tracking high-risk head and neck cancer referrals: Co-designing with patients	24
Editorial Board	24
Development and validation of a risk prediction model and prediction tools for post-thrombotic syndrome in patients with lower limb deep vein thrombosis	24
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 Heal	24
Characteristics of mobile phone access and usage among caregivers in Pakistan – A mHealth survey of urban and rural population	23
A novel multivariable time series prediction model for acute kidney injury in general hospitalization	23
Predicting hospitalization of pediatric asthma patients in emergency departments using machine learning	22
Medical informatics labor market analysis using web crawling, web scraping, and text mining	22
Collecting health-related research data using consumer-based wireless smart scales	22
Evaluation of clinical named entity recognition methods for Serbian electronic health records	22
A systematic review of the value of clinical decision support systems in the prescription of antidiabetic drugs	21
Machine learning predictive models for acute pancreatitis: A systematic review	21
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-World	21
Pathologist-level diagnosis of ulcerative colitis inflammatory activity level using an automated histological grading method	21
Editorial Board	21
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside	21
The effect of Computerised Physician Order Entry on prescribing errors: An interrupted time-series study at a secondary referral hospital in Australia	21
An interpretable machine learning scoring tool for estimating time to recurrence readmissions in stroke patients	20
Names-based ethnicity enhancement of hospital admissions in England, 1999–2013	20
Effect and usability of mobile health applications for medication adherence in patients with heart failure: A systematic review	20
Artificial intelligence (AI) in the medical consultation: Friend or foe?	20
Data protection and information security in biomedical research: A sequential explanatory mixed study	20
A novel approach for predicting acute hospitalizations among elderly recipients of home care? A model development study	20
Assessment of machine learning algorithms in national data to classify the risk of self-harm among young adults in hospital: A retrospective study	20
Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings	20
Opportunities for standardization in emergency scenarios in the European Union	20
Machine learning algorithms to classify self-harm behaviours in New South Wales Ambulance electronic medical records: A retrospective study	20
Multi-class classification model for psychiatric disorder discrimination	19
OptimCLM: Optimizing clinical language models for predicting patient outcomes via knowledge distillation, pruning and quantization	19
From telehealth to virtual primary care in Australia? A Rapid scoping review	19
Development and validation of a clinical decision support system to prevent anticoagulant duplications	19
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 environment	19
Enhancing security in patient medical information exchange: A qualitative study	19
Utilizing online reviews for analyzing digital healthcare consultation services: Examining perspectives of both healthcare customers and healthcare professionals	19
Decoding the black box: Explainable AI (XAI) for cancer diagnosis, prognosis, and treatment planning-A state-of-the art systematic review	19
Machine learning applied to electronic health record data in home healthcare: A scoping review	18
An evidence synthesis on perioperative Handoffs: A call for balanced sociotechnical solutions	18
Electronic-PRO Measures for adverse events Of Treatment In ONcology (E-PROMOTION)	18
Semantic segmentation of bone structures in chest X-rays including unhealthy radiographs: A robust and accurate approach	18
Comparative performance of intensive care mortality prediction models based on manually curated versus automatically extracted electronic health record data	18
A digital approach in the rapid response to COVID-19 – Experience of a paediatric institution	18
Utilizing artificial intelligence and cellular population data for timely identification of bacteremia in hospitalized patients	17
Efficacy of telehealth in integrated chronic disease management for older, multimorbid adults with heart failure: A systematic review	17
Smart data-driven medical decisions through collective and individual anomaly detection in healthcare time series	17
Advancing cancer data collection: ICD-11 implementation in European oncology and cancer registries	17
Editorial Board	17
Applying computer text mining algorithms for oversampling tumor mutation status in medical records for the NCI Patterns of Care studies	17
Strengthening capacities of multidisciplinary professionals to apply data science in public health: Experience of an international graduate diploma program in Peru	17
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 i	17
Insights from participant engagement with the tuberculosis treatment support tools intervention: Thematic analysis of interactive messages to guide refinement to better meet end user needs	16
Impact of diagnosis code grouping method on clinical prediction model performance: A multi-site retrospective observational study	16
Is it safe to learn about vital pulp capping from YouTube™ videos? A content and quality analysis	16
Predicting intubation for intensive care units patients: A deep learning approach to improve patient management	16
Digital health use in latent tuberculosis infection care: A systematic review	16
Correspondence: Generative artificial intelligence in healthcare	16
The accuracy of machine learning approaches using non-image data for the prediction of COVID-19: A meta-analysis	16
Adoption and use of various health information exchange methods for sending inside health information in US hospitals	15
An empirical study on factors influencing consumers’ motivation towards teleconsultation system use. A preliminary report about the Sehha application from Saudi Arabia	15
Enhancing readmission prediction model in older stroke patients by integrating insight from readiness for hospital discharge: Prospective cohort study	15
A systematic review on classification and assessment of surgical skill levels for simulation-based training programs	15
Towards reliable forecasting of healthcare capacity needs: A scoping review and evidence mapping	15
Development, evaluation and validation of machine learning models to predict hospitalizations of patients with coronary artery disease within the next 12 months	15
The relationship between e-health literacy and information technology acceptance, and the willingness to share personal and health information among pregnant women	15
Machine learning for prediction of viral hepatitis: A systematic review and meta-analysis	15

Educational interventions and their effects on healthcare professionals’ digital competence development: A systematic review	15
Assessing the accuracy and reliability of ChatGPT’s medical responses about thyroid cancer	15
Predictive analytics support for complex chronic medical conditions: An experience-based co-design study of physician managers’ needs and preferences	15
Validation and usability study of the framework for a user needs-centered mHealth app selection	15
A two-stage modeling approach for breast cancer survivability prediction	15
A hybrid model to identify fall occurrence from electronic health records	15
Virtual physical examination in teleconsultation: A scoping review	15
A deep learning model for QRS delineation in organized rhythms during in-hospital cardiac arrest	15
Predicting mortality in SARS-COV-2 (COVID-19) positive patients in the inpatient setting using a novel deep neural network	15
Usability of information systems: Experiences of outpatient physicians, outpatient nurses, and open care social welfare professionals from three large cross-sectional surveys in Finland	14
Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study	14
Assessing metabolic risk factors for psychiatric patients: An IT-supported task shift from physician to pharmacist	14
A scoping review of mobile apps for use with palliative patients in the context of home care	14
Predictive analysis on the factors associated with birth Outcomes: A machine learning perspective	14
A longitudinal time and motion study quantifying how implementation of an electronic medical record influences hospital nurses’ care delivery	14
The impact of an electronic alert to reduce the risk of co-prescription of low molecular weight heparins and direct oral anticoagulants	14
Physicians’ perceptions about narrative note sections format and content: A multi-specialty survey	14
Editorial Board	14
Predicting abnormal C-reactive protein level for improving utilization by deep neural network model	14
Using natural language processing to identify opioid use disorder in electronic health record data	14
Key interoperability Factors for patient portals and Electronic health Records: A scoping review	14
The use and role of digital technology in learning health systems: A scoping review	14
In memory of Dr. Virginia K. Saba EdD, DS, RN, FAAN, FACMI nursing Informatics pioneer	14
Comparing physician and large language model responses to influenza patient questions in the online health community	14
Comprehensive evaluation of using computerised provider order-entry system for hospital discharge orders	14
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	14
Use of telehealth for HIV care in Italy: Are doctors and patients on the same page? A cross-sectional study	14
Clinical decision support systems with team-based care on type 2 diabetes improvement for Medicaid patients: A quality improvement project	13
Healthcare 5.0: A secure and distributed network for system informatics in medical surgery	13
Cybersecurity and critical care staff: A mixed methods study	13
Quality review and content analysis of liver complications mobile apps in Iran: A statistical and machine learning approach	13
Active learning for extracting rare adverse events from electronic health records: A study in pediatric cardiology	13
Towards secure and trusted AI in healthcare: A systematic review of emerging innovations and ethical challenges	13
Building health service management workforce capacity in the era of health informatics and digital health – A scoping review	13
A machine-learning-based algorithm for bone marrow cell differential counting	13
Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI	13
Polygenic risk score comparator (PRScomp): Test population vs. worldwide populations	13
Usability testing of the Philippine Electronic National Newborn Hearing Screening Registry (ENNHSR)	13
Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations	13
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review	13
Using a low-cost, real-time electronic immunization registry in Pakistan to demonstrate utility of data for immunization programs and evidence-based decision making to achieve SDG-3: Insights from ana	13
Identifying potential medical aid beneficiaries using machine learning: A Korean Nationwide cohort study	13
A literature-based approach to predict continuous hospital length of stay in adult acute care patients using admission variables: A single university center experience	12
Effects of a home care community-dwelling intervention on cognition, mental health, loneliness and quality of life in elder people: The VERA study	12
What physical examinations are observed during an in-person GP consultation? Automatic extraction using a text-based approach	12
Public value and digital health: The example of guiding values in the national digital health strategy of France	12
Effects of telemedicine-based follow-up management on adults with obstructive sleep apnea: A systematic review and meta-analysis	12
Development of machine-learning models using pharmacy inquiry database for predicting dose-related inquiries in a tertiary teaching hospital	12
Measuring the cost-effectiveness of using telehealth for diabetes management: A narrative review of methods and findings	12
Exploring patient perspectives on telemedicine monitoring within the operating room	12
Differences in information accessed in a pharmacologic knowledge base using a conversational agent vs traditional search methods	12
Evaluating the effects of mobile application-based rehabilitation on improving disability and pain in patients with disputed thoracic outlet syndrome: A randomized controlled trial	12
Artificial intelligence-enabled obesity prediction: A systematic review of cohort data analysis	12
Allied health professionals’ experiences and lessons learned in response to a big bang electronic medical record implementation: A prospective observational study	12
Predicting medical specialty from text based on a domain-specific pre-trained BERT	12
Deep representation learning from electronic medical records identifies distinct symptom based subtypes and progression patterns for COVID-19 prognosis	12
Optimal placement of ambulance stations using data-driven direct and surrogate search methods	12
Machine learning for predicting outcomes of transcatheter aortic valve implantation: A systematic review	12
Automated interpretation and analysis of bronchoalveolar lavage fluid	12
Development and validation of a machine learning prediction model for perioperative red blood cell transfusions in cardiac surgery	12
Patient portal use: Persistent disparities from pre- to post-onset of the COVID-19 pandemic	12
Usability evaluation of a nursing information system by applying cognitive walkthrough method	12
Transforming fatigue assessment: Smartphone-based system with digitized motor skill tests	12
Effect of picture archiving and communication system on diagnosis accuracy in CT and radiography examinations in emergency departments	12
Investigating mobile persuasive design for mental wellness: A cross-domain analysis	12
The impact of spiritual care delivered by nurses on patients' comfort: A propensity score matched cohort utilizing electronic health record data	11
Error rates of data processing methods in clinical research: A systematic review and meta-analysis of manuscripts identified through PubMed	11
Patient-centered care in telemedicine – An experimental-design study	11
Quality assessment of health science-related short videos on TikTok: A scoping review	11
*Correspondence on “Large language models can support generation of standardized discharge summaries − A retrospective study utilizing ChatGPT-4 and electronic health records”	11
Responding to COVID-19 with real-time general practice data in Australia	11
Machine learning-based clinical decision support systems for pregnancy care: A systematic review	11
Short-term atrial fibrillation detection using electrocardiograms: A comparison of machine learning approaches	11
Self-management in heart failure using mHealth: A content validation	11
Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review	11
Real-time artificial intelligence system for bacteremia prediction in adult febrile emergency department patients	11
Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis	11
Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning	11
Deep transfer learning based model for colorectal cancer histopathology segmentation: A comparative study of deep pre-trained models	11
Augmented intelligence facilitates concept mapping across different electronic health records	11
Effective data quality management for electronic medical record data using SMART DATA	11
The fading structural prominence of explanations in clinical studies	11
e-Health solution for home patient telemonitoring in early post-acute TIA/Minor stroke during COVID-19 pandemic	11
Machine learning based early mortality prediction in the emergency department	11
How do patients with chronic dizziness experience a web-based home rehabilitation programme for customised vestibular therapy ('WeBaVeR')? A qualitative study	10
Development and validation of colorectal cancer risk prediction tools: A comparison of models	10
Preventing sepsis; how can artificial intelligence inform the clinical decision-making process? A systematic review	10
Incorporating technology in smoking cessation interventions: In-person vs. Video-call formats	10
Teleconsultations and their implications for health care: A qualitative study on patients’ and physicians’ perceptions	10
Application of artificial intelligence for overall survival risk stratification in oropharyngeal carcinoma: A validation of ProgTOOL	10
Upscaling telemonitoring in Dutch University Medical Centres: A baseline measurement	10
Prediction models applying machine learning to oral cavity cancer outcomes: A systematic review	10
Miscommunication in the age of communication: A crowdsourcing framework for symptom surveillance at the time of pandemics	10
AssistMED project: Transforming cardiology cohort characterisation from electronic health records through natural language processing – Algorithm design, preliminary results, and field prospects	10
Self-help groups and opioid use disorder treatment: An investigation using a machine learning-assisted robust causal inference framework	10