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Knowledge Graph for Breast Cancer Prevention and Treatment: Literature-Based Data Analysis Study
Knowledge Graph for Breast Cancer Prevention and Treatment: Literature-Based Data Analysis Study
Background: The incidence of breast cancer has remained high and continues to rise since the 21st century. Consequently, t...
Prediction of Antibiotic Resistance in Patients With a Urinary Tract Infection: Algorithm Development and Validation
Prediction of Antibiotic Resistance in Patients With a Urinary Tract Infection: Algorithm Development and Validation
Background: The early prediction of antibiotic resistance in patients with a urinary tract infection (UTI) is important to...
Real-World Data Quality Framework for Oncology Time to Treatment Discontinuation Use Case: Implementation and Evaluation Study
Real-World Data Quality Framework for Oncology Time to Treatment Discontinuation Use Case: Implementation and Evaluation Study
Background: The importance of real-world evidence is widely recognized in observational oncology studies. However, the lac...
Frameworks, Dimensions, Definitions of Aspects, and Assessment Methods for the Appraisal of Quality of Health Data for Secondary Use: Comprehensive Overview of Reviews
Frameworks, Dimensions, Definitions of Aspects, and Assessment Methods for the Appraisal of Quality of Health Data for Secondary Use: Comprehensive Overview of Reviews
Background: Health care has not reached the full potential of the secondary use of health data because of—among other issu...
The Key Digital Tool Features of Complex Telehealth Interventions Used for Type 2 Diabetes Self-Management and Monitoring With Health Professional Involvement: Scoping Review
The Key Digital Tool Features of Complex Telehealth Interventions Used for Type 2 Diabetes Self-Management and Monitoring With Health Professional Involvement: Scoping Review
Background: Therapeutic education and patient self-management are crucial in diabetes prevention and treatment. Improving ...
Preliminary Evidence of the Use of Generative AI in Health Care Clinical Services: Systematic Narrative Review
Preliminary Evidence of the Use of Generative AI in Health Care Clinical Services: Systematic Narrative Review
Background: Generative artificial intelligence tools and applications (GenAI) are being increasingly used in health care. ...
Impact of a Nationwide Medication History Sharing Program on the Care Process and End-User Experience in a Tertiary Teaching Hospital: Cohort Study and Cross-Sectional Study
Impact of a Nationwide Medication History Sharing Program on the Care Process and End-User Experience in a Tertiary Teaching Hospital: Cohort Study and Cross-Sectional Study
Background: Timely and comprehensive collection of patient’s medication history in the emergency department (ED) is crucia...
Forecasting Hospital Room and Ward Occupancy Using Static and Dynamic Information Concurrently: Retrospective Single-Center Cohort Study
Forecasting Hospital Room and Ward Occupancy Using Static and Dynamic Information Concurrently: Retrospective Single-Center Cohort Study
Background: Predicting the bed occupancy rate (BOR) is essential for efficient hospital resource management, long-term bud...
The Effect of an Electronic Medical Record–Based Clinical Decision Support System on Adherence to Clinical Protocols in Inflammatory Bowel Disease Care: Interrupted Time Series Study
The Effect of an Electronic Medical Record–Based Clinical Decision Support System on Adherence to Clinical Protocols in Inflammatory Bowel Disease Care: Interrupted Time Series Study
Background: Electronic medical record (EMR) (also called electronic health record (EHR)) embedded clinical decision suppor...
Risk Prediction of Emergency Department Visits in Patients With Lung Cancer Using Machine Learning: Retrospective Observational Study
Risk Prediction of Emergency Department Visits in Patients With Lung Cancer Using Machine Learning: Retrospective Observational Study
Background: Patients with lung cancer are among the most frequent visitors to emergency departments due to cancer-related ...
Exploring Whether the Electronic Optimization of Routine Health Assessments Can Increase Testing for Sexually Transmitted Infections and Provider Acceptability at an Aboriginal Community Controlled Health Service: Mixed Methods Evaluation
Exploring Whether the Electronic Optimization of Routine Health Assessments Can Increase Testing for Sexually Transmitted Infections and Provider Acceptability at an Aboriginal Community Controlled Health Service: Mixed Methods Evaluation
Background: In the context of a syphilis outbreak in neighboring states, a multifaceted systems change to increase testing...
Detection of Suicidal Ideation in Clinical Interviews for Depression Using Natural Language Processing and Machine Learning: Cross-Sectional Study
Detection of Suicidal Ideation in Clinical Interviews for Depression Using Natural Language Processing and Machine Learning: Cross-Sectional Study
Background: Assessing patients’ suicide risk is challenging, especially among those who deny suicidal ideation. Primary ca...
Applications of the Natural Language Processing Tool ChatGPT in Clinical Practice: Comparative Study and Augmented Systematic Review
Applications of the Natural Language Processing Tool ChatGPT in Clinical Practice: Comparative Study and Augmented Systematic Review
Background: This research integrates a comparative analysis of the performance of human researchers and OpenAI's Chat...
Patient Information Summarization in Clinical Settings: Scoping Review
Patient Information Summarization in Clinical Settings: Scoping Review
Background: Information overflow, a common problem in the present clinical environment, can be mitigated by summarizing cl...
Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study
Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study
Background: The medical teams in intensive care units (ICUs) spend increasing amounts of time at computer systems for data...
The Roles of Electronic Health Records for Clinical Trials in Low- and Middle-Income Countries: Scoping Review
The Roles of Electronic Health Records for Clinical Trials in Low- and Middle-Income Countries: Scoping Review
Background: Clinical trials are a crucial element in advancing medical knowledge and developing new treatments by establis...
Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy
Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy
Background: Synthetic data generation (SDG) based on generative adversarial networks (GANs) is used in health care, but re...
A Large Language Model Screening Tool to Target Patients for Best Practice Alerts: Development and Validation
A Large Language Model Screening Tool to Target Patients for Best Practice Alerts: Development and Validation
Background: Best Practice Alerts (BPAs) are alert messages to physicians in the electronic health record that are used to ...
Machine Learning Models for Blood Glucose Level Prediction in Patients With Diabetes Mellitus: Systematic Review and Network Meta-Analysis
Machine Learning Models for Blood Glucose Level Prediction in Patients With Diabetes Mellitus: Systematic Review and Network Meta-Analysis
Background: Machine learning (ML) models provide more choices to patients with diabetes mellitus (DM) to more properly man...
Artificial Intelligence–Based Methods for Integrating Local and Global Features for Brain Cancer Imaging: Scoping Review
Artificial Intelligence–Based Methods for Integrating Local and Global Features for Brain Cancer Imaging: Scoping Review
Background: Transformer-based models are gaining popularity in medical imaging and cancer imaging applications. Many recen...
Extracting Clinical Information From Japanese Radiology Reports Using a 2-Stage Deep Learning Approach: Algorithm Development and Validation
Extracting Clinical Information From Japanese Radiology Reports Using a 2-Stage Deep Learning Approach: Algorithm Development and Validation
Background: Radiology reports are usually written in a free-text format, which makes it challenging to reuse the reports. ...
Clinical Decision Support to Reduce Opioid Prescriptions for Dental Extractions using SMART on FHIR: Implementation Report
Clinical Decision Support to Reduce Opioid Prescriptions for Dental Extractions using SMART on FHIR: Implementation Report
Background: Clinical decision support (CDS) has the potential to improve clinical decision-making consistent with evidence...
Assessing the Use of German Claims Data Vocabularies for Research in the Observational Medical Outcomes Partnership Common Data Model: Development and Evaluation Study
Assessing the Use of German Claims Data Vocabularies for Research in the Observational Medical Outcomes Partnership Common Data Model: Development and Evaluation Study
Background: National classifications and terminologies already routinely used for documentation within patient care settin...
How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework
How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework
Background: Personal recovery is of particular value in bipolar disorder where symptoms often persist despite treatment. T...
The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research
The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research
Background: Investigating low-prevalence diseases such as multiple sclerosis is challenging because of the rather small nu...
Implementing Clinical Information Systems in Sub-Saharan Africa: Report and Lessons Learned From the MatLook Project in Cameroon
Implementing Clinical Information Systems in Sub-Saharan Africa: Report and Lessons Learned From the MatLook Project in Cameroon
Background: Yaoundé Central Hospital (YCH), located in the capital of Cameroon, is one of the leading referral hospitals i...
The Journey of Zanzibar’s Digitally Enabled Community Health Program to National Scale: Implementation Report
The Journey of Zanzibar’s Digitally Enabled Community Health Program to National Scale: Implementation Report
Background: While high-quality primary health care services can meet 80%-90% of health needs over a person’s lifetime, thi...
ChatGPT-Generated Differential Diagnosis Lists for Complex Case–Derived Clinical Vignettes: Diagnostic Accuracy Evaluation
ChatGPT-Generated Differential Diagnosis Lists for Complex Case–Derived Clinical Vignettes: Diagnostic Accuracy Evaluation
Background: The diagnostic accuracy of differential diagnoses generated by artificial intelligence chatbots, including Cha...
A Multilabel Text Classifier of Cancer Literature at the Publication Level: Methods Study of Medical Text Classification
A Multilabel Text Classifier of Cancer Literature at the Publication Level: Methods Study of Medical Text Classification
Background: Given the threat posed by cancer to human health, there is a rapid growth in the volume of data in the cancer ...
Successes and Barriers of Health Information Exchange Participation Across Hospitals in South Carolina From 2014 to 2020: Longitudinal Observational Study
Successes and Barriers of Health Information Exchange Participation Across Hospitals in South Carolina From 2014 to 2020: Longitudinal Observational Study
Background: The 2009 Health Information Technology for Economic and Clinical Health Act sets three stages of Meaningful Us...
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