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	176
A process modelling approach to assess the impact of teledermatology deployment onto the skin tumor care pathway	159
WITHDRAWN: Using a webapp solution for capacity building of occupational therapists in Pakistan: A participatory action research	123
A scoping review of mobile apps for use with palliative patients in the context of home care	106
An unsupervised learning approach to diagnosing Alzheimer’s disease using brain magnetic resonance imaging scans	76
Telemedicine use in Sub-Saharan Africa: Barriers and policy recommendations for Covid-19 and beyond	75
Development and validation of a prediction model for evaluating extubation readiness in preterm infants	74
Impact of using wearable devices on psychological Distress: Analysis of the health information national Trends survey	72
Network analysis and psychometric properties of the Brazilian version of the eHealth Literacy Scale in a dental clinic setting	68
Comparison of terminology mapping methods for nursing wound care knowledge representation	66
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	65
A longitudinal time and motion study quantifying how implementation of an electronic medical record influences hospital nurses’ care delivery	63
A risk score for prediction of symptomatic intracerebral haemorrhage following thrombolysis	60
Use of telehealth for HIV care in Italy: Are doctors and patients on the same page? A cross-sectional study	57
Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis	56
Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam	54
Provider participation in the Florida Medicaid Promoting Interoperability program: Practice characteristics, meaning use attestations, and incentive payments	51
Online information for spontaneous coronary artery dissection (SCAD) survivors and their families: A systematic appraisal of content and quality of websites	49
An assessment of ten popular pregnancy applications (Apps) available for women in Australia	49
Assessing the impact of real-time random safety audits through full propensity score matching on reliable data from the clinical information system	49
Analyzing national telemedicine policies in China from the perspective of policy instrument (1997–2020)	48
Usage and perceptions of telemedicine among health care professionals in China	46
Sharpening clinical decision support alert and reminder designs with MINDSPACE: A systematic review	46
Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?	43
Canadian employers’ perspectives on a new framework for health informatics competencies	42

Key interoperability Factors for patient portals and Electronic health Records: A scoping review	42
Demographics and clinical features associated with rates of electronic message utilization in the primary care setting	41
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	39
Design and implementation of an automatic nursing assessment system based on CDSS technology	39
Editorial Board	37
Comprehensive evaluation of using computerised provider order-entry system for hospital discharge orders	35
The impact of an electronic alert to reduce the risk of co-prescription of low molecular weight heparins and direct oral anticoagulants	34
Editorial Board	33
Predicting acute myocardial infarction (AMI) 30-days mortality: Using standardised mortality ratio (SMR) as the hospital performance measure	32
From Personal Observations to Recommendation of Tailored Interventions based on Causal Reasoning: a case study of Falls Prevention in Elderly Patients	32
Potential for remote vital sign monitoring to improve hospital patient sleep: A feasibility study	32
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences	31
Understanding healthcare providers’ electronic health record (EHR) interface preferences via conjoint analysis	31
Prediction of hospital admission from the emergency department: Clinician involvement, intended use, and interpretability	30
Quantifying the advantages and acceptability of linking dialysis machines to an electronic medical record	29
Identifying and improving the “ground truth” of race in disparities research through improved EMR data reporting. A systematic review	29
Predicting COVID-19 severity: Challenges in reproducibility and deployment of machine learning methods	29
Research related to the diagnosis of prostate cancer based on machine learning medical images: A review	28
Machine learning in medication prescription: A systematic review	28
Multidisciplinary considerations of fairness in medical AI: A scoping review	27
Benchmarking usability of patient portals in Estonia, Finland, Norway, and Sweden	27
Editorial Board	27
A scoping review of medical practice variation research within the informatics literature	26
In memory of Dr. Virginia K. Saba EdD, DS, RN, FAAN, FACMI nursing Informatics pioneer	26
A fuzzy-set qualitative comparative analysis exploration of multiple paths to users’ continuous use behavior of diabetes self-management apps	25
The association of a critical care electronic prescribing system with the quality of patient care provided by clinical pharmacists - a prospective, observational cohort study	24
The “Electronic Pediatrician (EPed®)” – A clinically tested prototype software for computer-assisted pathophysiologic diagnosis and treatment of ill children	24
Clinical prediction rules for adverse evolution in patients with COVID-19 by the Omicron variant	24
Human factors and safety analysis methods used in the design and redesign of electronic medication management systems: A systematic review	24
Quorum-based model learning on a blockchain hierarchical clinical research network using smart contracts	24
Editorial Board	24
Editorial Board	24
Emotions of scepticism, trust, and security within the acceptance of telemedical applications	24
Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study	23
How people interact with a chatbot against disinformation and fake news in COVID-19 in Brazil: The CoronaAI case	23
How do automated reasoning features impact the usability of a clinical task management system? Development and usability testing of a prototype	23
Optimising interruptive clinical decision support alerts for antithrombotic duplicate prescribing in hospital	22
Clinical decision support systems with team-based care on type 2 diabetes improvement for Medicaid patients: A quality improvement project	22
Physicians’ perceptions about narrative note sections format and content: A multi-specialty survey	22
A multi-perspective approach to developing the Saudi Health Informatics Competency Framework	22
Editorial Board	21
Large language models can support generation of standardized discharge summaries – A retrospective study utilizing ChatGPT-4 and electronic health records	21
Editorial Board	21
The role of electronic versus written order sets in inappropriate laboratory testing among hospitalized medical patients	21
Editorial Board	21
Renal health: Evaluation of the spontaneous use of a new m-health technology and validation of its content to support patients undergoing peritoneal dialysis	20
Predictive analytics support for complex chronic medical conditions: An experience-based co-design study of physician managers’ needs and preferences	20
Ophthalmic care may not align with patient need: An analysis on state-wide patient needs and provider density between 2008 and 2022	20
Using machine learning to reduce unnecessary rehospitalization of cardiovascular patients in Saudi Arabia	20
A graduate medical education (GME) quality improvement curriculum leads to improved knowledge and participation in high quality improvement projects by trainees	20

The differences between adults and adolescents using a mobile health application for menstrual complaints: A usability and qualitative study	20
Minors’ and guardian access to and use of a national patient portal: A retrospective comparative case study of Sweden and Finland	20
The effect of interactive factors on online health consultation review deviation: An empirical investigation	20
Prediction of pre-eclampsia with machine learning approaches: Leveraging important information from routinely collected data	20
Towards reliable forecasting of healthcare capacity needs: A scoping review and evidence mapping	19
Using natural language processing to identify opioid use disorder in electronic health record data	19
Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations	19
Healthcare 5.0: A secure and distributed network for system informatics in medical surgery	19
A systematic review of emerging information technologies for sustainable data-centric health-care	19
A mhealth application for automated detection and diagnosis of strabismus	19
Temporal validation of a Generalized Additive2 Model (GA2M) to assess the risk of Chronic Kidney Disease (CKD)	19
Attacking and defence pathways for Intelligent Medical Diagnosis System (IMDS)	19
Review of interactive digital solutions improving health literacy of personal cancer risks in the general public	19
Building health service management workforce capacity in the era of health informatics and digital health – A scoping review	18
Modified Needleman-Wunsch algorithm for trauma management performance evaluation	18
Assessing metabolic risk factors for psychiatric patients: An IT-supported task shift from physician to pharmacist	18
Design and evaluation of a dashboard to support the comprehension of the progression of patients with dementia in day centers	18
Ambulance dispatch prioritisation for traffic crashes using machine learning: A natural language approach	18
Pain prediction model based on machine learning and SHAP values for elders with dementia in Taiwan	18
Tools to foster responsibility in digital solutions that operate with or without artificial intelligence: A scoping review for health and innovation policymakers	18
Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews	18
A novel systematic pipeline for increased predictability and explainability of growth patterns in children using trajectory features	18
Prediction of low pulse oxygen saturation in COVID-19 using remote monitoring post hospital discharge	17
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	17
The effect of Covid-19 in digital media use of Finnish physicians – Four wave longitudinal panel survey	17
Understanding nurses’ perceptions of barriers and enablers to use of a new electronic medical record system in Australia: A qualitative study	17
Automating and improving cardiovascular disease prediction using Machine learning and EMR data features from a regional healthcare system	17
Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study	17
Going digital in Germany: An exploration of physicians’ attitudes towards the introduction of electronic prescriptions – A mixed methods approach	16
Fine-grained subphenotypes in acute kidney injury populations based on deep clustering: Derivation and interpretation	16
Exploring the Trade-Off between generalist and specialized Models: A center-based comparative analysis for glioblastoma segmentation	16
The challenges of and solutions for combining cocreation and agile in the development of health information technologies	16
Evaluation of an optimized context-aware clinical decision support system for drug-drug interaction screening	16
Chatbots talk Strabismus: Can AI become the new patient Educator?	16
Examining individual and contextual predictors of disability in Chinese older adults: A machine learning approach	16
eHealth competence building for future doctors and nurses – Attitudes and capabilities	16
A survey of openEHR Clinical Data Repositories	16
Data work and practices in healthcare: A scoping review	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	15
Patients’ perceptions, experiences, and satisfaction with e-prescribing system: A cross-sectional study	15
Increasing clinical medical service satisfaction: An investigation into the impacts of Physicians’ use of clinical decision-making support AI on patients’ service satisfaction	15
Lung cancer survival period prediction and understanding: Deep learning approaches	15
Healthcare professionals’ digital health competence and its core factors; development and psychometric testing of two instruments	15
A multi-stakeholder approach to eHealth development: Promoting sustained healthy living among cardiovascular patients	15
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	15
Brain health scores to predict neurological outcomes from electronic health records	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	15
Improving the user experience of televisits and telemonitoring for heart failure patients in less than 6 months: a methodological approach	15
Using digital phenotyping to understand health-related outcomes: A scoping review	15
The evaluation of digital transformation in renal transplantation in the United Kingdom: A national interview study	15
Machine learning approaches for frailty detection, prediction and classification in elderly people: A systematic review	15
Spanish version of the mHealth app usability questionnaire (MAUQ) and adaptation to breastfeeding support apps	14
Embracing digital and technological solutions in nursing: A scoping review and conceptual framework	14
Clinical application of radiological AI for pulmonary nodule evaluation: Replicability and susceptibility to the population shift caused by the COVID-19 pandemic	14
Factors impacting the adoption of big data in healthcare: A systematic literature review	14
Predicting onset of disease progression using temporal disease occurrence networks	14
Selection of diagnosis with oncologic relevance information from histopathology free text reports: A machine learning approach	14
Establishing a usability cut-point for the health information technology usability evaluation scale (Health-ITUES)	14
Virtual prenatal care: A systematic review of pregnant women's and healthcare professionals' experiences, needs, and preferences for quality care	14
Willingness to engage in post-discharge follow-up service conducted via video telemedicine: Cross-sectional study	14
Development and validation of the Turkish version of the Mobile App Rating Scale – MARS-TR	14
Smart hospital definition: Academic and industrial perspective	14
The impact on health outcomes of implementing electronic health records to support the care of older people in residential aged care: A scoping review	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
Emergence and evolution of big data science in HIV research: Bibliometric analysis of federally sponsored studies 2000–2019	13
Public comprehension of privacy protections applied to health data shared for research: An Australian cross-sectional study	13
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	13
CrossViT with ECAP: Enhanced deep learning for jaw lesion classification	13
Predictive analysis on the factors associated with birth Outcomes: A machine learning perspective	13
The use and role of digital technology in learning health systems: A scoping review	13
Use of standardized terminologies in clinical practice: A scoping review	13
Review of machine learning solutions for eating disorders	13
Acute myocardial infarction risk prediction in emergency chest pain patients: An external validation study	13
Recognition of autism in subcortical brain volumetric images using autoencoding-based region selection method and Siamese Convolutional Neural Network	13
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	13
Technological progress in electronic health record system optimization: Systematic review of systematic literature reviews	13
Analysis of missing data in electronic health records of people with diabetes in primary care in Spain: A population-based cohort study	13
Testing reliability and validity of the Vietnamese version of the eHealth literacy scale (eHEALS) among medical students in Vietnam	13
A text analytics approach for mining public discussions in online cancer forum: Analysis of multi-intent lung cancer treatment dataset	12

Development and validation of a machine learning prediction model for perioperative red blood cell transfusions in cardiac surgery	12
Key influencing factors of vertical integration of electronic health records in medical consortiums	12
Retracted: Reliability and validity of the Chinese version of the mobile Agnew Relationship Measure (mARM-C)	12
Clinical decision support system in emergency telephone triage: A scoping review of technical design, implementation and evaluation	12
Cardiometabolic risk estimation using exposome data and machine learning	12
Leveraging data and information systems on the sustainable development goals	12
Clinical research staff perceptions on a natural language processing-driven tool for eligibility prescreening: An iterative usability assessment	12
A customised down-sampling machine learning approach for sepsis prediction	12
Novel application of telemedicine and an alternate EHR environment for virtual clinical education: A new model for primary care education during the SARS-CoV-2 pandemic	12
An immersive educational tool for dental implant placement: A study on user acceptance	12
Erratum to “Human-centred design processes for clinical decision support: A pulmonary embolism case study” [Int. J. Med. Inf. (2020) 104196]	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	11
Unlocking human-like conversations: Scoping review of automation techniques for personalized healthcare interventions using conversational agents	11
Development of a knowledge mining approach to uncover heterogeneous risk predictors of acute kidney injury across age groups	11
Effects of a home care community-dwelling intervention on cognition, mental health, loneliness and quality of life in elder people: The VERA study	11
Using machine learning models to predict falls in hospitalised adults	11
Differential effects of electronic patient record systems for wound care on hospital-acquired pressure injuries: Findings from a secondary analysis of German hospital data	11
Performance of an openEHR based hospital information system	11
Effects of digital parenting interventions on self-efficacy, social support, and depressive symptoms in the transition to parenthood: A systematic review and meta-analysis	11
Analysis of web-based travel health advice provided to international travellers with chronic medical and psychiatric illnesses	11
Assessment of the relationship between executive Nurses’ leadership Self-Efficacy and medical artificial intelligence readiness	11
Barriers and facilitators to implementing a nursing clinical decision support system in a tertiary hospital setting: A qualitative study using the FITT framework	11
Customer relationship management analysis of outpatients in a Chinese infectious disease hospital using drug-proportion recency-frequency-monetary model	11
Development of machine learning algorithms for scaling-up antibiotic stewardship	11
hART: Deep learning-informed lifespan heart failure risk trajectories	11
Machine learning methods in predicting the risk of malignant transformation of oral potentially malignant disorders: A systematic review	11
Why would you use medical chatbots? interview and survey	10
Cybersecurity and critical care staff: A mixed methods study	10
The decision-making and learning roles of a professional social network: The case of a family physicians’ network	10
Identifying current Juul users among emerging adults through Twitter feeds	10
Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance	10
A comprehensive study of mobility functioning information in clinical notes: Entity hierarchy, corpus annotation, and sequence labeling	10
Machine learning techniques for periodontitis and dental caries detection: A narrative review	10
The need to separate the wheat from the chaff in medical informatics	10
Analysis and prediction of long-term survival using a clinically applicable risk score based on the Electronic Health Record	10
Interest in technology among medical students early in their clinical experience	10
The seven key challenges for life-critical shared decision making systems	10
Editorial Board	10
Editorial Board	10
Prediction of early childhood obesity with machine learning and electronic health record data	10
A National Survey of EMR Usability: Comparisons between medical and nursing professions in the hospital and primary care sectors in Australia and Finland	10
Helping parents know when to seek help for an acutely ill child: Evidence based co-development of a mobile phone app using complex intervention methodology	10
Editorial Board	10
Developing a regional transmural care database: A roadmap	10
Analysing disease trajectories in a cohort of 71,849 Patients: A visual analytics and statistical approach	10
A decade of the Swiss electronic vaccination Record: Some insights based on an exploratory data analysis	9
Effects of telemedicine-based follow-up management on adults with obstructive sleep apnea: A systematic review and meta-analysis	9
Combining supervised and unsupervised named entity recognition to detect psychosocial risk factors in occupational health checks	9
Applications of natural language processing in radiology: A systematic review	9
Designing audit and feedback dashboards for dentists to monitor their opioid prescribing	9
MBT: Model-Based Transformer for retinal optical coherence tomography image and video multi-classification	9
An overview of facilitators and barriers in the development of eHealth interventions for people of low socioeconomic position: A Delphi study	9
Early Labour App: Developing a practice-based mobile health application for digital early labour support	9
Adverse drug reaction reporting via mobile applications: A narrative review	9
Usability evaluation of a nursing information system by applying cognitive walkthrough method	9
A pragmatically before-after trial of tele-visits vs face-to-face visits for chronic patients during the COVID-19 pandemic: patient-reported adherence	9
VARSE: Android app for real-time acquisition and analysis of heart rate signals	9
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	9
Evaluating the accuracy and efficacy of an electronic medical record alert to identify paediatric patients with low-risk febrile neutropenia	9
Who needs clinician attention first? A qualitative study of critical care clinicians’ needs that enable the prioritization of care for populations of acutely ill patients	9
ReDWINE: A clinical datamart with text analytical capabilities to facilitate rehabilitation research	9
Human-centered design of team health IT for pediatric trauma care transitions	9
Allied health professionals’ experiences and lessons learned in response to a big bang electronic medical record implementation: A prospective observational study	9
Impact of a computerised clinical decision support system on vancomycin loading and the risk of nephrotoxicity	9
Usability testing of the Philippine Electronic National Newborn Hearing Screening Registry (ENNHSR)	9
On relevant features for the recurrence prediction of urothelial carcinoma of the bladder	9
Response to Ben-Shabat et al.’s “Assessing data gathering of chatbot based symptom checkers – A clinical vignettes study”	9
Conversational agents for depression screening: A systematic review	8
Teleconsultation for outpatient care of patients during the Covid-19 pandemic at a University Hospital in Colombia	8
Effectiveness of a web-based, electronic medical records-integrated patient agenda tool to improve doctor-patient communication in primary care consultations: A pragmatic cluster-randomized controlled	8
Application of medical information system to identify dengue outbreak factors: Insights from a hyperendemic city in Malaysia	8
HeNeCOn: An ontology for integrative research in Head and Neck cancer	8
Development and feasibility testing of an artificially intelligent chatbot to answer immunization-related queries of caregivers in Pakistan: A mixed-methods study	8
Contrastive diagnostic embedding (CDE) model for automated coding – A case study using emergency department encounters	8
A competency framework for Ph.D. programs in health information management	8
Social mobile sensing and problematic alcohol consumption: Insights from smartphone metadata	8
Design and deployment of ODISEA, an application for the myOcarDial infarction SafEtytrAnsfer of patients	8
Explainable deep learning model to predict invasive bacterial infection in febrile young infants: A retrospective study	8
Investigating the effective factors of using mHealth apps for monitoring COVID-19 symptoms and contact tracing: A survey among Iranian citizens	8
Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department	8
Understanding cancer patients’ use and perceptions of inpatient portal: A case study at a tertiary hospital in Saudi Arabia	8
EASIER: A new model for online learning of minimally invasive surgery skills	8
Interdisciplinary collaboration in critical care alarm research: A bibliometric analysis	8
Using EHR data to identify coronavirus infections in hospitalized patients: Impact of case definitions on disease surveillance	8
Comparison of the validity, perceived usefulness, and usability of I-MeDeSA and TEMAS, two tools to evaluate alert system usability	8
Health sciences lifelong learning and professional development in the era of artificial intelligence	8
Prediction of disease comorbidity using explainable artificial intelligence and machine learning techniques: A systematic review	8
Generalizability and portability of natural language processing system to extract individual social risk factors	8
Information and communication technology-based interventions for chronic diseases consultation: Scoping review	8
Effect of augmented reality books in salivary cortisol levels in hospitalized pediatric patients: A randomized cross-over trial	8
An examination of the content of diabetes websites targeting Arabic speakers	8
Change agent’s role in facilitating use of technology in residential aged care: A systematic review	8
Cross-population evaluation of cervical cancer risk prediction algorithms	8
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients	8
Pharmaceutical algorithms set in a real time clinical decision support targeting high-alert medications applied to pharmaceutical analysis	8