International Journal of Medical Informatics

Article	Citations
Improving the performance of CNN to predict the likelihood of COVID-19 using chest X-ray images with preprocessing algorithms	288
The benefits and threats of blockchain technology in healthcare: A scoping review	225
REVISITING HEALTH INFORMATION TECHNOLOGY ETHICAL, LEGAL, and SOCIAL ISSUES and EVALUATION: TELEHEALTH/TELEMEDICINE and COVID-19	176
The need to separate the wheat from the chaff in medical informatics	160
The role of blockchain technology in telehealth and telemedicine	159
Comparison of machine learning and logistic regression models in predicting acute kidney injury: A systematic review and meta-analysis	110
Ethical, legal, and social considerations of AI-based medical decision-support tools: A scoping review	93
Successfully implementing a national electronic health record: a rapid umbrella review	86
Lung cancer survival period prediction and understanding: Deep learning approaches	76
Healthcare professionals’ acts of correcting health misinformation on social media	75
Mobile app-based chatbot to deliver cognitive behavioral therapy and psychoeducation for adults with attention deficit: A development and feasibility/usability study	72
“A decade’s worth of work in a matter of days”: The journey to telehealth for the whole population in Australia	63
How technology impacts communication between cancer patients and their health care providers: A systematic literature review	60
Electronic consenting for conducting research remotely: A review of current practice and key recommendations for using e-consenting	60
Identification of important factors in an inpatient fall risk prediction model to improve the quality of care using EHR and electronic administrative data: A machine-learning approach	59
Digital health competencies for primary healthcare professionals: A scoping review	58
Technological progress in electronic health record system optimization: Systematic review of systematic literature reviews	58
Potential applications and performance of machine learning techniques and algorithms in clinical practice: A systematic review	57
Information seeking behavior and COVID-19 pandemic: A snapshot of young, middle aged and senior individuals in Greece	57
Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis	55
From telehealth to virtual primary care in Australia? A Rapid scoping review	55
Establishment of noninvasive diabetes risk prediction model based on tongue features and machine learning techniques	54
Comparison of nomogram with machine learning techniques for prediction of overall survival in patients with tongue cancer	53
Use of standardized terminologies in clinical practice: A scoping review	51
Impact of COVID-19 on the psychological health of university students in Spain and their attitudes toward Mobile mental health solutions	49

Reporting adherence, validity and physical activity measures of wearable activity trackers in medical research: A systematic review	49
The effectiveness of smart home technologies to support the health outcomes of community-dwelling older adults living with dementia: A scoping review	49
Prediction of early childhood obesity with machine learning and electronic health record data	49
Telemedicine use in Sub-Saharan Africa: Barriers and policy recommendations for Covid-19 and beyond	48
Prediction models applying machine learning to oral cavity cancer outcomes: A systematic review	46
Performance and exploration of ChatGPT in medical examination, records and education in Chinese: Pave the way for medical AI	46
The 2021 landscape of FDA-approved artificial intelligence/machine learning-enabled medical devices: An analysis of the characteristics and intended use	46
A novel ensemble of random forest for assisting diagnosis of Parkinson's disease on small handwritten dynamics dataset	46
Sociodemographic determinants of digital health literacy: A systematic review and meta-analysis	42
Personalized predictive models for symptomatic COVID-19 patients using basic preconditions: Hospitalizations, mortality, and the need for an ICU or ventilator	41
Machine learning-based models to support decision-making in emergency department triage for patients with suspected cardiovascular disease	39
Machine learning predictive models for acute pancreatitis: A systematic review	39
Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review	39
Wearable activity trackers for promoting physical activity: A systematic meta-analytic review	39
COVID-19 information-related digital literacy among online health consumers in a low-income country	38
A systematic review of factors influencing attitudes towards and intention to use the long-distance caregiving technologies for older adults	38
Data gaps in electronic health record (EHR) systems: An audit of problem list completeness during the COVID-19 pandemic	37
Considerate mHealth design for older adults with Alzheimer’s disease and related dementias (ADRD): A scoping review on usability barriers and design suggestions	36
Mining topic and sentiment dynamics in physician rating websites during the early wave of the COVID-19 pandemic: Machine learning approach	35
Predicting waiting time to treatment for emergency department patients	34
Machine learning predicts cancer-associated deep vein thrombosis using clinically available variables	34
Prioritizing COVID-19 tests based on participatory surveillance and spatial scanning	34
Interventions to support consumer evaluation of online health information credibility: A scoping review	34
Education and Training on Electronic Medical Records (EMRs) for health care professionals and students: A Scoping Review	33
Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review	32
Development of artificial intelligence powered apps and tools for clinical pharmacy services: A systematic review	32
Data privacy concerns and use of telehealth in the aged care context: An integrative review and research agenda	32
Co-authorship network analysis in cardiovascular research utilizing machine learning (2009–2019)	32
Why would you use medical chatbots? interview and survey	31
Utopia versus dystopia: Professional perspectives on the impact of healthcare artificial intelligence on clinical roles and skills	31
Using sexual orientation and gender identity data in electronic health records to assess for disparities in preventive health screening services	31
mHealth for Integrated People-Centred Health Services in the Western Pacific: A Systematic Review	31
Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation	31
Consultation length and no-show prediction for improving appointment scheduling efficiency at a cardiology clinic: A data analytics approach	31
Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis	30
Deep transfer learning based model for colorectal cancer histopathology segmentation: A comparative study of deep pre-trained models	30
Automatic classification of scanned electronic health record documents	30
Design and delivery of home-based telehealth pulmonary rehabilitation programs in COPD: A systematic review and meta-analysis	29
Deep learning based cervical screening by the cross-modal integration of colposcopy, cytology, and HPV test	29
MSCI: A multistate dataset for colposcopy image classification of cervical cancer screening	29
Does AI explainability affect physicians’ intention to use AI?	28
Machine learning algorithms for early sepsis detection in the emergency department: A retrospective study	27
Physiotherapists' perspective of telehealth during the Covid-19 pandemic	27
Automated ICD coding for primary diagnosis via clinically interpretable machine learning	26
Electronic wearable device and physical activity among US adults: An analysis of 2019 HINTS data	26
Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning	26
Behavior change techniques to promote healthcare professionals’ eHealth competency: A systematic review of interventions	25
Predicting the hotspots of age-adjusted mortality rates of lower respiratory infection across the continental United States: Integration of GIS, spatial statistics and machine learning algorithms	24
Comparison of time-to-event machine learning models in predicting oral cavity cancer prognosis	24
Artificial intelligence and its impact on the domains of universal health coverage, health emergencies and health promotion: An overview of systematic reviews	24

OpenMRS as a global good: Impact, opportunities, challenges, and lessons learned from fifteen years of implementation	24
The function and quality of individual epidemic prevention and control apps during the COVID-19 pandemic: A systematic review of Chinese apps	24
Machine learning using preoperative patient factors can predict duration of surgery and length of stay for total knee arthroplasty	24
A systematic review of emerging information technologies for sustainable data-centric health-care	24
Recommendations of the International Medical Informatics Association (IMIA) on Education in Biomedical and Health Informatics: Second Revision	23
Evaluating the acceptance of ambient assisted living technology (AALT) in rehabilitation: A scoping review	23
Usage and perceptions of telemedicine among health care professionals in China	23
Analysis of topics and characteristics of user reviews on different online psychological counseling methods	23
An interpretable machine learning prognostic system for risk stratification in oropharyngeal cancer	22
A multi-stakeholder approach to eHealth development: Promoting sustained healthy living among cardiovascular patients	22
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?	22
Predicting hospitalization of pediatric asthma patients in emergency departments using machine learning	22
Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data	22
Short-term atrial fibrillation detection using electrocardiograms: A comparison of machine learning approaches	21
Developing a stroke alert trigger for clinical decision support at emergency triage using machine learning	21
Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction	21
Detecting model misconducts in decentralized healthcare federated learning	21
An immersive educational tool for dental implant placement: A study on user acceptance	21
Examining the determinants of eHealth usage among elderly people with disability: The moderating role of behavioural aspects	20
Bibliometric Analysis and Methodological Review of Mobile Health Services and Applications in India	20
Evaluation of an optimized context-aware clinical decision support system for drug-drug interaction screening	20
Do data security measures, privacy regulations, and communication standards impact the interoperability of patient health information? A cross-country investigation	20
Human-centred design processes for clinical decision support: A pulmonary embolism case study	20
Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis	20
Preventing sepsis; how can artificial intelligence inform the clinical decision-making process? A systematic review	20
Healthcare professionals’ digital health competence and its core factors; development and psychometric testing of two instruments	20
Leveraging data and AI to deliver on the promise of digital health	19
YouTube™ as an information source for regenerative endodontic treatment procedures: Quality and content analysis	19
Predicting prognosis in COVID-19 patients using machine learning and readily available clinical data	19
Emergency upscaling of video consultation during the COVID-19 pandemic: Contrasting user experience with data insights from the electronic health record in a large academic hospital	19
An ETL-process design for data harmonization to participate in international research with German real-world data based on FHIR and OMOP CDM	19
Machine learning-based clinical decision support systems for pregnancy care: A systematic review	19
Short-term prediction of future continuous glucose monitoring readings in type 1 diabetes: Development and validation of a neural network regression model	19
A comparative analysis of digital health usage intentions towards the adoption of virtual reality in telerehabilitation	19
Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track	19
Mobile Applications for Caregivers of Individuals with Chronic Conditions and/or Diseases: Quantitative Content Analysis	19
Assessing data gathering of chatbot based symptom checkers - a clinical vignettes study	18
Impact of using wearable devices on psychological Distress: Analysis of the health information national Trends survey	18
A hybrid model to identify fall occurrence from electronic health records	18
Digital professionalism on social media: A narrative review of the medical, nursing, and allied health education literature	18
Measuring the cost-effectiveness of using telehealth for diabetes management: A narrative review of methods and findings	18
Usability evaluation of a nursing information system by applying cognitive walkthrough method	18
PCLiON: An Ontology for Data Standardization and Sharing of Prostate Cancer Associated Lifestyles	18
The experiences and perceptions of users of an electronic patient record system in a pediatric hospital setting: a systematic review	18
Prediction of disease comorbidity using explainable artificial intelligence and machine learning techniques: A systematic review	18
Automating and improving cardiovascular disease prediction using Machine learning and EMR data features from a regional healthcare system	18
Medical informatics labor market analysis using web crawling, web scraping, and text mining	18
Intelligent decision support with machine learning for efficient management of mechanical ventilation in the intensive care unit – A critical overview	18
Digital health technology for Indigenous older adults: A scoping review	17
Challenges in user-driven optimization of EHR: A case study of a large Epic implementation in Denmark	17
A smart wearable device for monitoring and self-management of diabetic foot: A proof of concept study	17
The quality and reliability analysis of YouTube videos about insulin resistance	17
Telehealth in US hospitals: State-level reimbursement policies no longer influence adoption rates	17
Machine learning applied to electronic health record data in home healthcare: A scoping review	17
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	17
Monitoring the COVID-19 immunisation programme through a national immunisation Management system – England’s experience	16
A deep learning approach to identify blepharoptosis by convolutional neural networks	16
Patients need emotional support: Managing physician disclosure information to attract more patients	16
Machine learning models for diabetes management in acute care using electronic medical records: A systematic review	16
A meta-synthesis of competency standards suggest allied health are not preparing for a digital health future	16
Analysis of root causes of problems affecting the quality of hospital administrative data: A systematic review and Ishikawa diagram	16
A cross-sectional online survey on patients’ satisfaction using store-and-forward voice and text messaging teleconsultation service during the COVID‑19 pandemic	16
Automation of penicillin adverse drug reaction categorisation and risk stratification with machine learning natural language processing	16
The application of machine learning algorithms in predicting the length of stay following femoral neck fracture	16
Increasing acceptance of medical AI: The role of medical staff participation in AI development	16
User-centered requirements engineering to manage the fuzzy front-end of open innovation in e-health: A study on support systems for seniors’ physical activity	15
Investigating the effective factors of using mHealth apps for monitoring COVID-19 symptoms and contact tracing: A survey among Iranian citizens	15
Using natural language processing to identify opioid use disorder in electronic health record data	15
The clinical pharmacist’s role in enhancing the relevance of a clinical decision support system	15
Profiling adopters (and non-adopters) of a contact tracing mobile application: Insights from Australia	15
Using health information technology in residential aged care homes: An integrative review to identify service and quality outcomes	15
Applications of natural language processing in radiology: A systematic review	15
Influence on the accuracy in ChatGPT: Differences in the amount of information per medical field	15
Whether the weather will help us weather the COVID-19 pandemic: Using machine learning to measure twitter users’ perceptions	15
Content validation and usability of a chatbot of guidelines for wound dressing	15
The role of telehealth startups in healthcare service delivery: A systematic review	15
A comprehensive study of mobility functioning information in clinical notes: Entity hierarchy, corpus annotation, and sequence labeling	15
Exploring the use of Mobile applications by cancer patients undergoing chemotherapy: A scoping review	15
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	15
Digital interventions to improve safety and quality of inpatient diabetes management: A systematic review	14

Clinical-chatbot AHP evaluation based on “quality in use” of ISO/IEC 25010	14
Implementing Large-Scale Electronic Health Records: Experiences from implementations of Epic in Denmark and Finland	14
Comparing automated vs. manual data collection for COVID-specific medications from electronic health records	14
Development and evaluation of MADDIE: Method to Acquire Delivery Date Information from Electronic health records	14
The use of mobile health technology in the management of osteoarthritis: A scoping review with scientometric analyses	14
Identifying and addressing digital health risks associated with emergency pandemic response: Problem identification, scoping review, and directions toward evidence-based evaluation	14
Using natural language processing to understand, facilitate and maintain continuity in patient experience across transitions of care	14
Patient and clinician use characteristics and perceptions of pulse oximeter use: A scoping review	14
Dissemination of child abuse clinical decision support: Moving beyond a single electronic health record	14
The accuracy of machine learning approaches using non-image data for the prediction of COVID-19: A meta-analysis	14
A comparison between medication reconciliation by a pharmacy technician and the use of an online personal health record by patients for identifying medication discrepancies in patients’ drug lists pri	14
Using a mixed methods approach to identify public perception of vaping risks and overall health outcomes on Twitter during the 2019 EVALI outbreak	14
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside	14
Predicting medical specialty from text based on a domain-specific pre-trained BERT	14
Telecardiology interventions for patients with cardiovascular Disease: A systematic review on characteristics and effects	13
Biases in using social media data for public health surveillance: A scoping review	13
The role of digital health in supporting cancer patients' mental health and psychological well-being for a better quality of life: A systematic literature review	13
Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations	13
A machine learning approach for semi-automatic assessment of IADL dependence in older adults with wearable sensors	13
Teleconsultations and their implications for health care: A qualitative study on patients’ and physicians’ perceptions	13
Machine learning based early mortality prediction in the emergency department	13
A two-stage modeling approach for breast cancer survivability prediction	13
JointCalc: A web-based personalised patient decision support tool for joint replacement	13
Utility and usability of an automated COVID-19 symptom monitoring system (CoSMoS) in primary care during COVID-19 pandemic: A qualitative feasibility study	13
Patient-facing cancer mobile apps that enable patient reported outcome data to be collected: A systematic review of content, functionality, quality, and ability to integrate with electronic health rec	13
Comparison of machine learning and conventional logistic regression-based prediction models for gestational diabetes in an ethnically diverse population; the Monash GDM Machine learning model	13
Examining the acceptance of an integrated Electronic Health Records system: Insights from a repeated cross-sectional design	13
Building health service management workforce capacity in the era of health informatics and digital health – A scoping review	13
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention	13
Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis	13
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients	12
A process modelling approach to assess the impact of teledermatology deployment onto the skin tumor care pathway	12
A dense residual U-net for multiple sclerosis lesions segmentation from multi-sequence 3D MR images	12
Governing health data across changing contexts: A focus group study of citizen’s views in England, Iceland, and Sweden	12
A National Survey of EMR Usability: Comparisons between medical and nursing professions in the hospital and primary care sectors in Australia and Finland	12
Asbestosis diagnosis algorithm combining the lung segmentation method and deep learning model in computed tomography image	12
Feature selection and predicting chemotherapy-induced ulcerative mucositis using machine learning methods	12
A comparative study of attention mechanism based deep learning methods for bladder tumor segmentation	12
Health professionals’ perspective towards challenges and opportunities of telehealth service provision: A scoping review	12
eHealth competence building for future doctors and nurses – Attitudes and capabilities	12
Digital health use in latent tuberculosis infection care: A systematic review	12
The two behavioural risk factor surveillances on the adult and elderly populations as information systems for leveraging data on health-related sustainable development goals in Italy	12
Validation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records	12
Predictive model with analysis of the initial spread of COVID-19 in India	11
Feasibility and acceptability of virtual academic detailing on opioid prescribing	11
The role of digital health for post-surgery care of older patients with hip fracture: A scoping review	11
A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study	11
Improving the user experience of televisits and telemonitoring for heart failure patients in less than 6 months: a methodological approach	11
An observational study of postoperative handoff standardization failures	11
Quality of virtual care for ambulatory care sensitive conditions: Patient and provider experiences	11
The willingness to use mobile health and its influencing factors among elderly patients with chronic heart failure in Shanghai, China	11
Evaluating health information technologies: A systematic review of framework recommendations	11
Physician eye contact in telemedicine video consultations: A cross-cultural experiment	11
An unsupervised learning approach to diagnosing Alzheimer’s disease using brain magnetic resonance imaging scans	11
Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: A systematic review	11
Barriers and facilitators of personal health record adoption in Indonesia: Health facilities’ perspectives	11
Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records	11
Two data-driven approaches to identifying the spectrum of problematic opioid use: A pilot study within a chronic pain cohort	11
Embracing digital and technological solutions in nursing: A scoping review and conceptual framework	11
End-user perspectives of two mHealth decision support tools: Electronic Community Case Management in Northern Malawi	10
Design and evaluation of a dashboard to support the comprehension of the progression of patients with dementia in day centers	10
Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam	10
Predicting mortality in SARS-COV-2 (COVID-19) positive patients in the inpatient setting using a novel deep neural network	10
A deep learning solution to recommend laboratory reduction strategies in ICU	10
Empowerment through technology: A systematic evaluation of the content and quality of mobile applications to empower individuals with cancer	10
e-Health solution for home patient telemonitoring in early post-acute TIA/Minor stroke during COVID-19 pandemic	10
Track Iran's national COVID-19 response committee’s major concerns using two-stage unsupervised topic modeling	10
Establishing a usability cut-point for the health information technology usability evaluation scale (Health-ITUES)	10
Towards the European Health Data Space (EHDS) ecosystem: A survey research on future health data scenarios	10
Characteristics of mobile phone access and usage among caregivers in Pakistan – A mHealth survey of urban and rural population	10
The feasibility of home self-assessment of vital signs and symptoms: A new key to telehealth for individuals?	10
The pneumonia severity index: Assessment and comparison to popular machine learning classifiers	10
A process-based approach to exploring the information behavior of informal caregivers of people living with dementia	10
Analyzing national telemedicine policies in China from the perspective of policy instrument (1997–2020)	10
Unfulfilled promises of health information exchange: What inhibits ambulatory clinics from electronically sharing health information?	10
ICT-based person-centered community care platform (IPC3P) to enhance shared decision-making for integrated health and social care services	10
A systematic review of decision aids for mammography screening: Focus on outcomes and characteristics	10
Predicting length of stay and mortality among hospitalized patients with type 2 diabetes mellitus and hypertension	10
A systematic review of drug allergy alert systems	9
Design and content validation of an instrument measuring user perception of the persuasive design principles in a breastfeeding mHealth app: A modified Delphi study	9
A novel multivariable time series prediction model for acute kidney injury in general hospitalization	9
Deep learning-based prediction model for diagnosing gastrointestinal diseases using endoscopy images	9
Pharmaceutical algorithms set in a real time clinical decision support targeting high-alert medications applied to pharmaceutical analysis	9
Spanish version of the mHealth app usability questionnaire (MAUQ) and adaptation to breastfeeding support apps	9
A fuzzy analytic hierarchy process-based analysis for prioritization of barriers to the adoption of eHealth in India	9
Patients’ compliance behavior in a personalized mobile patient education system (PMPES) setting: Rational, social, or personal choices?	9
Multi-Class brain normality and abnormality diagnosis using modified Faster R-CNN	9
General Practitioners’ needs and wishes for clinical decision support Systems: A focus group study	9
Development of a deep learning-based image eligibility verification system for detecting and filtering out ineligible fundus images: A multicentre study	9
Tools to foster responsibility in digital solutions that operate with or without artificial intelligence: A scoping review for health and innovation policymakers	9
Data quality and autism: Issues and potential impacts	9
Beyond COVID-19: Prospect of telemedicine for obstetrics patients in Pakistan	9
Evaluation of machine learning-based models for prediction of clinical deterioration: A systematic literature review	9
Patient-centered care in telemedicine – An experimental-design study	9
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	9