International Journal of Medical Informatics

Article	Citations
Renal health: Evaluation of the spontaneous use of a new m-health technology and validation of its content to support patients undergoing peritoneal dialysis	198
Ophthalmic care may not align with patient need: An analysis on state-wide patient needs and provider density between 2008 and 2022	180
Editorial Board	122
Development and evaluation of a retrieval-augmented large language model framework for enhancing endodontic education	112
Development of a machine learning-based prognostic model for survival prediction in patients with lung cancer brain metastases using multicenter clinical data	97
Towards a Multi-Stakeholder process for developing responsible AI governance in consumer health	86
Optimising interruptive clinical decision support alerts for antithrombotic duplicate prescribing in hospital	82
A randomized control trial of a virtual reality learning environment in obstetric medical student teaching	78
Understanding healthcare providers’ electronic health record (EHR) interface preferences via conjoint analysis	76
How people interact with a chatbot against disinformation and fake news in COVID-19 in Brazil: The CoronaAI case	66
Emotions of scepticism, trust, and security within the acceptance of telemedical applications	64
A risk score for prediction of symptomatic intracerebral haemorrhage following thrombolysis	64
Public comprehension of privacy protections applied to health data shared for research: An Australian cross-sectional study	61
Research related to the diagnosis of prostate cancer based on machine learning medical images: A review	60
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences	59
Machine learning identification of factors associated with exclusive breastfeeding in Brazilian infants: Cross-sectional analysis of the ENANI-2019 survey	58
Ambulance dispatch prioritisation for traffic crashes using machine learning: A natural language approach	56
Analysis of missing data in electronic health records of people with diabetes in primary care in Spain: A population-based cohort study	50
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]	49
Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews	49
Factors impacting the adoption of big data in healthcare: A systematic literature review	49
Mobile mental health application use, and app feature preferences among individuals with mental disorders in Ethiopia: A cross-sectional survey	48
Analysis and prediction of long-term survival using a clinically applicable risk score based on the Electronic Health Record	47
hART: Deep learning-informed lifespan heart failure risk trajectories	47
Editorial Board	44

Utilizing artificial intelligence and medical experts to identify predictors for common diagnoses in dyspneic adults: A cross-sectional study of consecutive emergency department patients from Southern	44
Evaluation of the quality of oral hygiene mobile apps for children using the mobile app rating scale	44
Improving the quality of nursing care through standardized nursing languages: Call to action across European countries	44
Using a statewide health information exchange to enhance COVID research and surveillance: The impact of information fragmentation	43
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	43
Digital tools/eHealth to support CKD self-management: A qualitative study of perceptions, attitudes and needs of patients and health care professionals in China	43
Biases in using social media data for public health surveillance: A scoping review	41
An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice	41
Combining supervised and unsupervised named entity recognition to detect psychosocial risk factors in occupational health checks	41
Adverse drug reaction reporting via mobile applications: A narrative review	41
Physician eye contact in telemedicine video consultations: A cross-cultural experiment	41
Integrating interprofessional electronic medical record teaching in preregistration healthcare degrees: A case study	41
Improved immune algorithm for sudden cardiac death first aid drones site selection	40
Patients need emotional support: Managing physician disclosure information to attract more patients	40
Deep Learning-based detection of psychiatric attributes from German mental health records	40
A decade of the Swiss electronic vaccination Record: Some insights based on an exploratory data analysis	39
A text analytics approach for mining public discussions in online cancer forum: Analysis of multi-intent lung cancer treatment dataset	38
A vision transformer-convolutional neural network framework for decision-transparent dual-energy X-ray absorptiometry recommendations using chest low-dose CT	37
Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare	36
A usability evaluation of the perceived user friendliness, accessibility, and inclusiveness of a personalized digital care pathway tool	36
Can I trust my fake data – A comprehensive quality assessment framework for synthetic tabular data in healthcare	36
Using machine learning models to predict falls in hospitalised adults	35
A competency framework for Ph.D. programs in health information management	34
Artificial intelligence-based snakebite identification using snake images, snakebite wound images, and other modalities of information: A systematic review	33
External validation of risk prediction model for gestational diabetes: Individual participant data meta-analysis of randomized trials	33
Corrigendum to “Brain health scores to predict neurological outcomes from electronic health records” [Int. J. Med. Inform. (2023) 105270]	33
FRELSA: A dataset for frailty in elderly people originated from ELSA and evaluated through machine learning models	33
Design and deployment of ODISEA, an application for the myOcarDial infarction SafEtytrAnsfer of patients	33
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients	33
Understanding potentially inappropriate medication: A focus group study with general practitioners	32
Developing a multi-label learning model to predict major adverse cardiovascular events in patients with unstable angina pectoris: A prospective cohort study	32
Editorial Board	32
Sensor-based prevention of falls and pressure ulcers: A scoping review	32
Implementing privacy preserving record linkage: Insights from Australian use cases	30
Vision transformer-based multimodal fusion network for classification of tumor malignancy on breast ultrasound: A retrospective multicenter study	30
Editorial Board	30
EHR-ML: A data-driven framework for designing machine learning applications with electronic health records	30
Tracking COPD exacerbation patterns and forecasting readmission risks utilizing electronic medical records	30
Risk prediction of arrhythmia after percutaneous coronary intervention in patients with acute coronary syndrome: A systematic review and meta-analysis	30
Evaluate the effect of virtual nurse-guided discharge education app on disease knowledge and symptom response in patients following coronary events	29
Data science in undergraduate medicine: Course overview and student perspectives	28
Editorial Board	28
Resuming elective surgery after COVID-19: A simulation modelling framework for guiding the phased opening of operating rooms	28
Nutritional and lifestyle predictors of rectal bleeding in functional constipation: A machine learning approach	28
General Practitioners’ needs and wishes for clinical decision support Systems: A focus group study	27
Telecardiology interventions for patients with cardiovascular Disease: A systematic review on characteristics and effects	27
Implications of use of different intraoperative ultrasound modalities during glioma surgery – A comparative study of factors affecting outcomes	27
A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study	27
Using mobile phone-based text message to recruit representative samples: Assessment of a cross-sectional survey about the COVID-19 vaccine hesitation	26
Physicians' perceptions of electronic prescribing of controlled medications in the West Bank, Palestine: A pre-implementation assessment	26

Real-world implementation evaluation of an electronic health record-integrated consumer informatics tool that collects patient-generated contextual data	26
Antecedents and consequences of shared decision making for patients with chronic kidney diseases: A cross-sectional survey	26
A multilayered graph-based framework to explore behavioural phenomena in social media conversations	26
Editorial Board	26
Comparison of time-to-event machine learning models in predicting oral cavity cancer prognosis	25
Application of a human-centered design for embedded machine learning model to develop data labeling software with nurses: Human-to-Artificial Intelligence (H2AI)	25
Technology for fast-tracking high-risk head and neck cancer referrals: Co-designing with patients	25
Validation of the advanced alert monitor in a Dutch hospital using local optimization and refinement of the outcome definition	25
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	25
Comparing automated vs. manual data collection for COVID-specific medications from electronic health records	25
Performance analysis of machine learning algorithms and screening formulae for	25
The evaluation of health recommender systems: A scoping review	25
Enhancing qualitative research through virtual focus groups and artificial intelligence: A review	25
Recommendations of the International Medical Informatics Association (IMIA) on Education in Biomedical and Health Informatics: Second Revision	25
Impact of the COVID-19 pandemic on mHealth adoption: Identification of the main barriers through an international comparative analysis	25
Development and validation of a risk prediction model and prediction tools for post-thrombotic syndrome in patients with lower limb deep vein thrombosis	25
An interpretable machine learning prognostic system for risk stratification in oropharyngeal cancer	25
Pathologist-level diagnosis of ulcerative colitis inflammatory activity level using an automated histological grading method	24
Development and validation of explainable machine learning models for female hip osteoporosis using electronic health records	24
External validation and application of risk prediction model for ventilator–associated pneumonia in ICU patients with mechanical ventilation: A prospective cohort study	24
A systematic review and proposed framework for sustainable learning healthcare systems	24
Collecting health-related research data using consumer-based wireless smart scales	23
Design, development, implementation, and evaluation of a severe drug–drug interaction alert system in the ICU: An analysis of acceptance and override rates	23
Evaluation of clinical named entity recognition methods for Serbian electronic health records	23
Using large language models as decision support tools in emergency ophthalmology	22
Artificial intelligence in tobacco control: A systematic scoping review of applications, challenges, and ethical implications	22
Characteristics of mobile phone access and usage among caregivers in Pakistan – A mHealth survey of urban and rural population	22
Editorial Board	22
The feasibility of home self-assessment of vital signs and symptoms: A new key to telehealth for individuals?	22
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside	22
A novel multivariable time series prediction model for acute kidney injury in general hospitalization	22
A systematic review of the value of clinical decision support systems in the prescription of antidiabetic drugs	22
The performance of ChatGPT and ERNIE Bot in surgical resident examinations	21
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	21
Deep learning algorithms to assist in imaging diagnosis in individuals with disc herniation or spondylolisthesis: A scoping review	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
Development and validation of a clinical decision support system to prevent anticoagulant duplications	21
Exploring patient-centered design solutions of a telehealth app for HIV − A qualitative study	21
Enhancing security in patient medical information exchange: A qualitative study	21
An interpretable machine learning scoring tool for estimating time to recurrence readmissions in stroke patients	21
Data protection and information security in biomedical research: A sequential explanatory mixed study	20
Utilizing online reviews for analyzing digital healthcare consultation services: Examining perspectives of both healthcare customers and healthcare professionals	20
Opportunities for standardization in emergency scenarios in the European Union	20
Electronic-PRO Measures for adverse events Of Treatment In ONcology (E-PROMOTION)	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	20
Semantic segmentation of bone structures in chest X-rays including unhealthy radiographs: A robust and accurate approach	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
Impact of patients’ personality traits on digital health Adoption Strategies for family practices	20
OptimCLM: Optimizing clinical language models for predicting patient outcomes via knowledge distillation, pruning and quantization	20
Effect and usability of mobile health applications for medication adherence in patients with heart failure: A systematic review	20
An evidence synthesis on perioperative Handoffs: A call for balanced sociotechnical solutions	20
Artificial intelligence (AI) in the medical consultation: Friend or foe?	20
Decoding the black box: Explainable AI (XAI) for cancer diagnosis, prognosis, and treatment planning-A state-of-the art systematic review	20
IBDAIM:Artificial intelligence for analyzing intestinal biopsies pathological images for assisted integrated diagnostic of inflammatory bowel disease	20
A novel approach for predicting acute hospitalizations among elderly recipients of home care? A model development study	20
Comparative performance of intensive care mortality prediction models based on manually curated versus automatically extracted electronic health record data	19
Correspondence: Generative artificial intelligence in healthcare	19
The relationship between e-health literacy and information technology acceptance, and the willingness to share personal and health information among pregnant women	19
Editorial Board	19
Virtual physical examination in teleconsultation: A scoping review	19
Enhancing readmission prediction model in older stroke patients by integrating insight from readiness for hospital discharge: Prospective cohort study	19
The effect of Computerised Physician Order Entry on prescribing errors: An interrupted time-series study at a secondary referral hospital in Australia	19
Machine learning applied to electronic health record data in home healthcare: A scoping review	19
Development, evaluation and validation of machine learning models to predict hospitalizations of patients with coronary artery disease within the next 12 months	19
A hybrid model to identify fall occurrence from electronic health records	18
Smart data-driven medical decisions through collective and individual anomaly detection in healthcare time series	18
A deep learning model for QRS delineation in organized rhythms during in-hospital cardiac arrest	18
Utilizing artificial intelligence and cellular population data for timely identification of bacteremia in hospitalized patients	18
Educational interventions and their effects on healthcare professionals’ digital competence development: A systematic review	18
Is it safe to learn about vital pulp capping from YouTube™ videos? A content and quality analysis	18
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
Efficacy of telehealth in integrated chronic disease management for older, multimorbid adults with heart failure: A systematic review	17
An empirical study on factors influencing consumers’ motivation towards teleconsultation system use. A preliminary report about the Sehha application from Saudi Arabia	17
Advancing cancer data collection: ICD-11 implementation in European oncology and cancer registries	17
Adoption and use of various health information exchange methods for sending inside health information in US hospitals	17
Machine learning for prediction of viral hepatitis: A systematic review and meta-analysis	17
Validation and usability study of the framework for a user needs-centered mHealth app selection	17

Assessing the accuracy and reliability of ChatGPT’s medical responses about thyroid cancer	17
Investigating the impact of sociodemographic factors on training efficacy and its correlation with technology usability in older adults: Lessons learned in Italian and Murcian pilots	17
Applying computer text mining algorithms for oversampling tumor mutation status in medical records for the NCI Patterns of Care studies	17
Digital health use in latent tuberculosis infection care: A systematic review	17
The accuracy of machine learning approaches using non-image data for the prediction of COVID-19: A meta-analysis	17
Predicting intubation for intensive care units patients: A deep learning approach to improve patient management	17
A systematic review on classification and assessment of surgical skill levels for simulation-based training programs	17
Predicting abnormal C-reactive protein level for improving utilization by deep neural network model	16
Predictive analysis on the factors associated with birth Outcomes: A machine learning perspective	16
Ethical aspects and user preferences in applying machine learning to adjust eHealth addressing substance use: A mixed-methods study	16
Usability of information systems: Experiences of outpatient physicians, outpatient nurses, and open care social welfare professionals from three large cross-sectional surveys in Finland	16
Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study	16
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	16
Towards reliable forecasting of healthcare capacity needs: A scoping review and evidence mapping	16
Exploring Multimorbidity Patterns in older hospitalized Norwegian patients using Network Analysis modularity	16
Towards secure and trusted AI in healthcare: A systematic review of emerging innovations and ethical challenges	16
Clinical decision support systems with team-based care on type 2 diabetes improvement for Medicaid patients: A quality improvement project	16
In memory of Dr. Virginia K. Saba EdD, DS, RN, FAAN, FACMI nursing Informatics pioneer	16
Enhancing leukemia detection in medical imaging using deep transfer learning	16
Assessing metabolic risk factors for psychiatric patients: An IT-supported task shift from physician to pharmacist	16
Predictive analytics support for complex chronic medical conditions: An experience-based co-design study of physician managers’ needs and preferences	16
Using natural language processing to identify opioid use disorder in electronic health record data	16
Comparing physician and large language model responses to influenza patient questions in the online health community	16
Use of telehealth for HIV care in Italy: Are doctors and patients on the same page? A cross-sectional study	16
Key interoperability Factors for patient portals and Electronic health Records: A scoping review	16
Editorial Board	15
Healthcare 5.0: A secure and distributed network for system informatics in medical surgery	15
The use and role of digital technology in learning health systems: A scoping review	15
Quality review and content analysis of liver complications mobile apps in Iran: A statistical and machine learning approach	15
A scoping review of mobile apps for use with palliative patients in the context of home care	15
Building health service management workforce capacity in the era of health informatics and digital health – A scoping review	15
Comprehensive evaluation of using computerised provider order-entry system for hospital discharge orders	15
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review	15
Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models	15
The impact of an electronic alert to reduce the risk of co-prescription of low molecular weight heparins and direct oral anticoagulants	15
Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations	15
A machine-learning-based algorithm for bone marrow cell differential counting	15
Editorial Board	15
Active learning for extracting rare adverse events from electronic health records: A study in pediatric cardiology	14
Identifying episodes of care in hospital admissions data for measures of disease burden: A tutorial and protocol for individual-level data analysis	14
Interpretable machine learning model for prediction functional cure in chronic hepatitis B patients receiving Peg-IFN therapy: A multi-center study	14
Development of machine-learning models using pharmacy inquiry database for predicting dose-related inquiries in a tertiary teaching hospital	14
Allied health professionals’ experiences and lessons learned in response to a big bang electronic medical record implementation: A prospective observational study	14
Usability testing of the Philippine Electronic National Newborn Hearing Screening Registry (ENNHSR)	14
Polygenic risk score comparator (PRScomp): Test population vs. worldwide populations	14
Predicting medical specialty from text based on a domain-specific pre-trained BERT	14
Ontology accelerates few-shot learning capability of large language model: A study in extraction of drug efficacy in a rare pediatric epilepsy	14
Identifying potential medical aid beneficiaries using machine learning: A Korean Nationwide cohort study	14
Cybersecurity and critical care staff: A mixed methods study	14
Development and validation of a machine learning prediction model for perioperative red blood cell transfusions in cardiac surgery	14
*Correspondence on “Large language models can support generation of standardized discharge summaries − A retrospective study utilizing ChatGPT-4 and electronic health records”	14
Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI	14
What physical examinations are observed during an in-person GP consultation? Automatic extraction using a text-based approach	14
Public value and digital health: The example of guiding values in the national digital health strategy of France	14
Effects of a home care community-dwelling intervention on cognition, mental health, loneliness and quality of life in elder people: The VERA study	14
Evaluating the effects of mobile application-based rehabilitation on improving disability and pain in patients with disputed thoracic outlet syndrome: A randomized controlled trial	14
Optimal placement of ambulance stations using data-driven direct and surrogate search methods	14
Effects of telemedicine-based follow-up management on adults with obstructive sleep apnea: A systematic review and meta-analysis	14
Artificial intelligence-enabled obesity prediction: A systematic review of cohort data analysis	14
Automated interpretation and analysis of bronchoalveolar lavage fluid	14
Patient portal use: Persistent disparities from pre- to post-onset of the COVID-19 pandemic	14
Deep representation learning from electronic medical records identifies distinct symptom based subtypes and progression patterns for COVID-19 prognosis	13
Error rates of data processing methods in clinical research: A systematic review and meta-analysis of manuscripts identified through PubMed	13
Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning	13
The clinical effectiveness in telemedicine in Trauma: A systematic review and meta-analysis	13
The impact of spiritual care delivered by nurses on patients' comfort: A propensity score matched cohort utilizing electronic health record data	13
Short-term atrial fibrillation detection using electrocardiograms: A comparison of machine learning approaches	13
Investigating mobile persuasive design for mental wellness: A cross-domain analysis	13
The fading structural prominence of explanations in clinical studies	13
Performance of multimodal prediction models for intracerebral hemorrhage outcomes using real-world data	13
Machine learning for predicting outcomes of transcatheter aortic valve implantation: A systematic review	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	13
Real-time artificial intelligence system for bacteremia prediction in adult febrile emergency department patients	13
Explainable AI assisted vertebral refracture diagnosis after percutaneous vertebroplasty through effective feature engineering and stacked ensemble learning	13
A scoping review of digital solutions in diabetes outpatient care: Functionalities and outcomes	13
Deep transfer learning based model for colorectal cancer histopathology segmentation: A comparative study of deep pre-trained models	13
Artificial intelligence and its impact on the domains of universal health coverage, health emergencies and health promotion: An overview of systematic reviews	12
Training machine learning models to detect rare inborn errors of metabolism (IEMs) based on GC–MS urinary metabolomics for diseases screening	12
Use of wearables among Multiple Sclerosis patients and healthcare Professionals: A scoping review	12
Using clinical text to refine unspecific condition codes in Dutch general practitioner EHR data	12
Taxonomy development methods regarding patient safety in health sciences – A systematic review	12
Development and validation of colorectal cancer risk prediction tools: A comparison of models	12
CureMate: A clinical decision support system for breast cancer treatment	12
AI-based personalized real-time risk prediction for behavioral management in psychiatric wards using multimodal data	12
Self-help groups and opioid use disorder treatment: An investigation using a machine learning-assisted robust causal inference framework	12
AssistMED project: Transforming cardiology cohort characterisation from electronic health records through natural language processing – Algorithm design, preliminary results, and field prospects	12
Self-management in heart failure using mHealth: A content validation	12
Patient-centered care in telemedicine – An experimental-design study	12
Artificial intelligence methods in gestational diabetes mellitus prediction: A systematic literature review	12
Exploring surgical infection prediction: A comparative study of established risk indexes and a novel model	12
Perspectives on telehealth implementation in Australia: An exploratory qualitative study with practice managers and general practitioners	12
Unified modeling language for patient-centered telerehabilitation: A comprehensive framework integrating medical and biopsychosocial pathways	12
Development and validation of a machine learning model for early screening of high-risk mild cognitive impairment from the multi-cohort data	12
Measuring the cost-effectiveness of using telehealth for diabetes management: A narrative review of methods and findings	12
Incorporating technology in smoking cessation interventions: In-person vs. Video-call formats	12