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	261
The benefits and threats of blockchain technology in healthcare: A scoping review	200
Understanding consumer acceptance of healthcare wearable devices: An integrated model of UTAUT and TTF	156
REVISITING HEALTH INFORMATION TECHNOLOGY ETHICAL, LEGAL, and SOCIAL ISSUES and EVALUATION: TELEHEALTH/TELEMEDICINE and COVID-19	153
Impact of Trust and Privacy Concerns on Technology Acceptance in Healthcare: An Indian Perspective	147
The need to separate the wheat from the chaff in medical informatics	126
The role of blockchain technology in telehealth and telemedicine	126
What quality factors matter in enhancing the perceived benefits of online health information sites? Application of the updated DeLone and McLean Information Systems Success Model	92
Comparison of machine learning and logistic regression models in predicting acute kidney injury: A systematic review and meta-analysis	81
Comparison of supervised machine learning classification techniques in prediction of locoregional recurrences in early oral tongue cancer	81
The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit	71
Telemedicine in Middle Eastern countries: Progress, barriers, and policy recommendations	66
Successfully implementing a national electronic health record: a rapid umbrella review	66
Healthcare professionals’ acts of correcting health misinformation on social media	64
Ethical, legal, and social considerations of AI-based medical decision-support tools: A scoping review	63
Mobile app-based chatbot to deliver cognitive behavioral therapy and psychoeducation for adults with attention deficit: A development and feasibility/usability study	61
Lung cancer survival period prediction and understanding: Deep learning approaches	58
Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm	58
“A decade’s worth of work in a matter of days”: The journey to telehealth for the whole population in Australia	56
Classification of glomerular pathological findings using deep learning and nephrologist–AI collective intelligence approach	56
Efficacy of mobile app-based interactive cognitive behavioral therapy using a chatbot for panic disorder	56
A lesson in implementation: A pre-post study of providers’ experience with artificial intelligence-based clinical decision support	54
Information seeking behavior and COVID-19 pandemic: A snapshot of young, middle aged and senior individuals in Greece	50
Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis	50
Electronic consenting for conducting research remotely: A review of current practice and key recommendations for using e-consenting	48

Using machine learning to predict ovarian cancer	48
Changes in technology acceptance among older people with dementia: the role of social robot engagement	48
Prediction of blood pressure variability using deep neural networks	46
How technology impacts communication between cancer patients and their health care providers: A systematic literature review	46
From telehealth to virtual primary care in Australia? A Rapid scoping review	46
Impact of COVID-19 on the psychological health of university students in Spain and their attitudes toward Mobile mental health solutions	45
Decentralised provenance for healthcare data	45
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	45
Establishment of noninvasive diabetes risk prediction model based on tongue features and machine learning techniques	44
Comparison of nomogram with machine learning techniques for prediction of overall survival in patients with tongue cancer	42
Digital health competencies for primary healthcare professionals: A scoping review	42
Personalized predictive models for symptomatic COVID-19 patients using basic preconditions: Hospitalizations, mortality, and the need for an ICU or ventilator	42
The application of artificial intelligence (AI) techniques to identify frailty within a residential aged care administrative data set	42
Potential applications and performance of machine learning techniques and algorithms in clinical practice: A systematic review	42
A novel ensemble of random forest for assisting diagnosis of Parkinson's disease on small handwritten dynamics dataset	42
Effectiveness of an app-based cognitive behavioral therapy program for postpartum depression in primary care: A randomized controlled trial	41
Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling	41
Technological progress in electronic health record system optimization: Systematic review of systematic literature reviews	40
Clinical information seeking behavior of physicians: A systematic review	40
Telemedicine use in Sub-Saharan Africa: Barriers and policy recommendations for Covid-19 and beyond	39
The effectiveness of smart home technologies to support the health outcomes of community-dwelling older adults living with dementia: A scoping review	39
Quality and reliability of information available on YouTube and Google pertaining gastroesophageal reflux disease	38
Attention-deficit/ hyperactivity disorder mobile apps: A systematic review	38
Prediction models applying machine learning to oral cavity cancer outcomes: A systematic review	37
Machine learning-based models to support decision-making in emergency department triage for patients with suspected cardiovascular disease	36
Use of standardized terminologies in clinical practice: A scoping review	36
AntibioGame®: A serious game for teaching medical students about antibiotic use	36
Clinical decision support system to predict chronic kidney disease: A fuzzy expert system approach	35
An Integrated Approach of Machine Learning and Systems Thinking for Waiting Time Prediction in an Emergency Department	35
Reporting adherence, validity and physical activity measures of wearable activity trackers in medical research: A systematic review	34
Prediction of early childhood obesity with machine learning and electronic health record data	34
Data gaps in electronic health record (EHR) systems: An audit of problem list completeness during the COVID-19 pandemic	34
COVID-19 information-related digital literacy among online health consumers in a low-income country	33
Characterizing vaping posts on Instagram by using unsupervised machine learning	32
Mining topic and sentiment dynamics in physician rating websites during the early wave of the COVID-19 pandemic: Machine learning approach	32
Prioritizing COVID-19 tests based on participatory surveillance and spatial scanning	32
Machine learning predictive models for acute pancreatitis: A systematic review	32
Co-authorship network analysis in cardiovascular research utilizing machine learning (2009–2019)	31
An analysis on self-management and treatment-related functionality and characteristics of highly rated anxiety apps	31
Wearable activity trackers for promoting physical activity: A systematic meta-analytic review	31
Physician use of speech recognition versus typing in clinical documentation: A controlled observational study	31
Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation	30
Consultation length and no-show prediction for improving appointment scheduling efficiency at a cardiology clinic: A data analytics approach	30
Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review	30
A comparative case study of 2D, 3D and immersive-virtual-reality applications for healthcare education	30
The 2021 landscape of FDA-approved artificial intelligence/machine learning-enabled medical devices: An analysis of the characteristics and intended use	29
Examining algorithmic biases in YouTube’s recommendations of vaccine videos	29
Healthcare pathway discovery and probabilistic machine learning	29
Predicting hospital readmission in patients with mental or substance use disorders: A machine learning approach	28
Considerate mHealth design for older adults with Alzheimer’s disease and related dementias (ADRD): A scoping review on usability barriers and design suggestions	28

A systematic review of factors influencing attitudes towards and intention to use the long-distance caregiving technologies for older adults	28
Exploring how virtual primary care visits affect patient burden of treatment	27
Interventions to support consumer evaluation of online health information credibility: A scoping review	26
Automatic classification of scanned electronic health record documents	26
Data privacy concerns and use of telehealth in the aged care context: An integrative review and research agenda	26
Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis	26
Electronic wearable device and physical activity among US adults: An analysis of 2019 HINTS data	25
Design and delivery of home-based telehealth pulmonary rehabilitation programs in COPD: A systematic review and meta-analysis	25
Performance and exploration of ChatGPT in medical examination, records and education in Chinese: Pave the way for medical AI	25
Core competencies for clinical informaticians: A systematic review	25
mHealth for Integrated People-Centred Health Services in the Western Pacific: A Systematic Review	25
MSCI: A multistate dataset for colposcopy image classification of cervical cancer screening	24
Education and Training on Electronic Medical Records (EMRs) for health care professionals and students: A Scoping Review	24
Predicting waiting time to treatment for emergency department patients	24
Using sexual orientation and gender identity data in electronic health records to assess for disparities in preventive health screening services	23
Factors determining the adherence to antimicrobial guidelines and the adoption of computerised decision support systems by physicians: A qualitative study in three European hospitals	23
Identifying predictive factors for neuropathic pain after breast cancer surgery using machine learning	23
Finding warning markers: Leveraging natural language processing and machine learning technologies to detect risk of school violence	22
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	22
Pitfalls of medication adherence approximation through EHR and pharmacy records: Definitions, data and computation	22
End-user participation in health information systems (HIS) development: Physicians' and nurses’ experiences	22
Deep transfer learning based model for colorectal cancer histopathology segmentation: A comparative study of deep pre-trained models	21
Predicting in-hospital mortality of patients with febrile neutropenia using machine learning models	21
Why would you use medical chatbots? interview and survey	21
A multi-stakeholder approach to eHealth development: Promoting sustained healthy living among cardiovascular patients	21
The function and quality of individual epidemic prevention and control apps during the COVID-19 pandemic: A systematic review of Chinese apps	21
Teleophthalmology for the elderly population: A review of the literature	21
Deep learning based cervical screening by the cross-modal integration of colposcopy, cytology, and HPV test	20
Extensions and adaptations of existing medical information system in order to reduce social contacts during COVID-19 pandemic	20
Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review	20
Comparison of time-to-event machine learning models in predicting oral cavity cancer prognosis	20
Being present in a real or virtual world: A EEG study	20
Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track	19
Self-assessed health among older people in Europe and internet use	19
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?	19
Artificial neural networks for prediction of recurrent venous thromboembolism	19
Machine learning using preoperative patient factors can predict duration of surgery and length of stay for total knee arthroplasty	19
Human-centred design processes for clinical decision support: A pulmonary embolism case study	19
Evaluating the acceptance of ambient assisted living technology (AALT) in rehabilitation: A scoping review	19
Predicting hospitalization of pediatric asthma patients in emergency departments using machine learning	19
Physiotherapists' perspective of telehealth during the Covid-19 pandemic	19
OpenMRS as a global good: Impact, opportunities, challenges, and lessons learned from fifteen years of implementation	19
Short-term prediction of future continuous glucose monitoring readings in type 1 diabetes: Development and validation of a neural network regression model	18
Preventing sepsis; how can artificial intelligence inform the clinical decision-making process? A systematic review	18
Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning	18
An immersive educational tool for dental implant placement: A study on user acceptance	18
Automated ICD coding for primary diagnosis via clinically interpretable machine learning	18
Emergency department disposition prediction using a deep neural network with integrated clinical narratives and structured data	18
Behavior change techniques to promote healthcare professionals’ eHealth competency: A systematic review of interventions	18
Recommendations of the International Medical Informatics Association (IMIA) on Education in Biomedical and Health Informatics: Second Revision	18
CPRD GOLD and linked ONS mortality records: Reconciling guidelines	18
Predicting hospital admission for older emergency department patients: Insights from machine learning	18
Predicting prognosis in COVID-19 patients using machine learning and readily available clinical data	18
Bibliometric Analysis and Methodological Review of Mobile Health Services and Applications in India	18
Analysis of topics and characteristics of user reviews on different online psychological counseling methods	17
Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data	17
Usage and perceptions of telemedicine among health care professionals in China	17
Development of artificial intelligence powered apps and tools for clinical pharmacy services: A systematic review	17
Medical informatics labor market analysis using web crawling, web scraping, and text mining	17
A systematic review of emerging information technologies for sustainable data-centric health-care	17
Examining the determinants of eHealth usage among elderly people with disability: The moderating role of behavioural aspects	17
Mobile Applications for Caregivers of Individuals with Chronic Conditions and/or Diseases: Quantitative Content Analysis	17
Evaluation of an optimized context-aware clinical decision support system for drug-drug interaction screening	17
PCLiON: An Ontology for Data Standardization and Sharing of Prostate Cancer Associated Lifestyles	16
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	16
Do data security measures, privacy regulations, and communication standards impact the interoperability of patient health information? A cross-country investigation	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
Machine learning predicts cancer-associated deep vein thrombosis using clinically available variables	16
Developing a stroke alert trigger for clinical decision support at emergency triage using machine learning	16
Like, comment, tag, share: Facebook interactions in health research	16
Machine learning algorithms for early sepsis detection in the emergency department: A retrospective study	16
Digital professionalism on social media: A narrative review of the medical, nursing, and allied health education literature	16
Usability evaluation of a nursing information system by applying cognitive walkthrough method	16
Measuring the cost-effectiveness of using telehealth for diabetes management: A narrative review of methods and findings	15
Sociodemographic determinants of digital health literacy: A systematic review and meta-analysis	15
Detecting model misconducts in decentralized healthcare federated learning	15
An interpretable machine learning prognostic system for risk stratification in oropharyngeal cancer	15
Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis	15
YouTube™ as an information source for regenerative endodontic treatment procedures: Quality and content analysis	15
Automated ICD coding via unsupervised knowledge integration (UNITE)	15

Does AI explainability affect physicians’ intention to use AI?	15
Telehealth in US hospitals: State-level reimbursement policies no longer influence adoption rates	15
Towards data-driven medical imaging using natural language processing in patients with suspected urolithiasis	15
Leveraging data and AI to deliver on the promise of digital health	14
The clinical pharmacist’s role in enhancing the relevance of a clinical decision support system	14
Quantifying the competitiveness of the electronic health record market and its implications for interoperability	14
A meta-synthesis of competency standards suggest allied health are not preparing for a digital health future	14
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	14
Predicting the morbidity of chronic obstructive pulmonary disease based on multiple locally weighted linear regression model with K-means clustering	14
Digital health technology for Indigenous older adults: A scoping review	14
A smart wearable device for monitoring and self-management of diabetic foot: A proof of concept study	14
Utopia versus dystopia: Professional perspectives on the impact of healthcare artificial intelligence on clinical roles and skills	14
Short-term atrial fibrillation detection using electrocardiograms: A comparison of machine learning approaches	14
Impact of using wearable devices on psychological Distress: Analysis of the health information national Trends survey	14
Technology-facilitated care coordination in rural areas: What is needed?	14
Whether the weather will help us weather the COVID-19 pandemic: Using machine learning to measure twitter users’ perceptions	14
Profiling adopters (and non-adopters) of a contact tracing mobile application: Insights from Australia	14
Investigating the effective factors of using mHealth apps for monitoring COVID-19 symptoms and contact tracing: A survey among Iranian citizens	14
Automating and improving cardiovascular disease prediction using Machine learning and EMR data features from a regional healthcare system	14
An ETL-process design for data harmonization to participate in international research with German real-world data based on FHIR and OMOP CDM	13
Serious Game for Teaching Undergraduate Medical Students in Cleft lip and Palate Treatment Protocol	13
The state of national electronic prescription systems in the EU in 2018 with special consideration given to interoperability issues	13
A comprehensive study of mobility functioning information in clinical notes: Entity hierarchy, corpus annotation, and sequence labeling	13
Analysis of root causes of problems affecting the quality of hospital administrative data: A systematic review and Ishikawa diagram	13
Personal stigma, determinants of intention to use technology, and acceptance of internet-based psychological interventions for depression	13
The experiences and perceptions of users of an electronic patient record system in a pediatric hospital setting: a systematic review	13
Dissemination of child abuse clinical decision support: Moving beyond a single electronic health record	13
Advancing health information technology roadmaps in long term care	13
Field testing of a digital health information system for primary health care: A quasi-experimental study from India	13
The accuracy of machine learning approaches using non-image data for the prediction of COVID-19: A meta-analysis	13
Intelligent decision support with machine learning for efficient management of mechanical ventilation in the intensive care unit – A critical overview	13
Artificial intelligence and its impact on the domains of universal health coverage, health emergencies and health promotion: An overview of systematic reviews	13
The application of machine learning algorithms in predicting the length of stay following femoral neck fracture	13
Digital interventions to improve safety and quality of inpatient diabetes management: A systematic review	12
Using a mixed methods approach to identify public perception of vaping risks and overall health outcomes on Twitter during the 2019 EVALI outbreak	12
The quality and reliability analysis of YouTube videos about insulin resistance	12
Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction	12
Automation of penicillin adverse drug reaction categorisation and risk stratification with machine learning natural language processing	12
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	12
Teleconsultations and their implications for health care: A qualitative study on patients’ and physicians’ perceptions	12
A deep learning approach to identify blepharoptosis by convolutional neural networks	12
Development and evaluation of MADDIE: Method to Acquire Delivery Date Information from Electronic health records	12
A machine learning approach for semi-automatic assessment of IADL dependence in older adults with wearable sensors	12
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	12
Machine learning based early mortality prediction in the emergency department	12
JointCalc: A web-based personalised patient decision support tool for joint replacement	12
A comparative analysis of digital health usage intentions towards the adoption of virtual reality in telerehabilitation	12
Exploring the use of Mobile applications by cancer patients undergoing chemotherapy: A scoping review	11
Identifying and addressing digital health risks associated with emergency pandemic response: Problem identification, scoping review, and directions toward evidence-based evaluation	11
Using natural language processing to understand, facilitate and maintain continuity in patient experience across transitions of care	11
Comparing automated vs. manual data collection for COVID-specific medications from electronic health records	11
Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients	11
A two-stage modeling approach for breast cancer survivability prediction	11
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	11
A Simulation-Optimisation approach for hospital beds allocation	11
Machine learning application for incident prostate adenocarcinomas automatic registration in a French regional cancer registry	11
Challenges in user-driven optimization of EHR: A case study of a large Epic implementation in Denmark	11
Applications of natural language processing in radiology: A systematic review	11
Harnessing the potential of electronic general practice pathology data in Australia: An examination of the quality use of pathology for type 2 diabetes patients	11
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside	11
Designing a tablet-based prematurity education app for parents hospitalized for preterm birth	11
Validation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records	11
Evaluating health information technologies: A systematic review of framework recommendations	11
A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study	10
Content validation and usability of a chatbot of guidelines for wound dressing	10
Patients need emotional support: Managing physician disclosure information to attract more patients	10
Using health information technology in residential aged care homes: An integrative review to identify service and quality outcomes	10
Building health service management workforce capacity in the era of health informatics and digital health – A scoping review	10
Predictive model with analysis of the initial spread of COVID-19 in India	10
The impact of data entry structures on perceptions of individuals with chronic mental disorders and physical diseases towards health information sharing	10
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention	10
Towards a contextual theory of Mobile Health Data Protection (MHDP): A realist perspective	10
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	10
Track Iran's national COVID-19 response committee’s major concerns using two-stage unsupervised topic modeling	10
Assessing data gathering of chatbot based symptom checkers - a clinical vignettes study	10
A process modelling approach to assess the impact of teledermatology deployment onto the skin tumor care pathway	10
Predicting mortality in SARS-COV-2 (COVID-19) positive patients in the inpatient setting using a novel deep neural network	10
Barriers and facilitators of personal health record adoption in Indonesia: Health facilities’ perspectives	10
Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis	10
A systematic review of decision aids for mammography screening: Focus on outcomes and characteristics	10
Telecardiology interventions for patients with cardiovascular Disease: A systematic review on characteristics and effects	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
Asbestosis diagnosis algorithm combining the lung segmentation method and deep learning model in computed tomography image	10
Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations	10
A hybrid model to identify fall occurrence from electronic health records	10
Governing health data across changing contexts: A focus group study of citizen’s views in England, Iceland, and Sweden	10
The willingness to use mobile health and its influencing factors among elderly patients with chronic heart failure in Shanghai, China	10