JMIR Medical Informatics

Titel Veröffentlichungsdatum Sprache Zitate
Vaccine sentiments and hesitancy on social media: a natural language processing-powered real-time monitoring system (Preprint)2024/02/07English
Ventilator Associated Pneumonia Prediction Models Based on Artificial Intelligence: Scoping Review (Preprint)2024/02/02English
Scalable Approach to Consumer Wearable Postmarket Surveillance: Development and Validation Study2024/04/04English
Extracting Clinical Information From Japanese Radiology Reports Using a 2-Stage Deep Learning Approach: Algorithm Development and Validation2023/11/14English
A Call to Reconsider a Nationwide Electronic Health Record System: Correcting the Failures of the National Program for IT2023/12/28English
Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study2024/01/18English
The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research2023/11/09English
The Implementation of an Electronic Medical Record in a German Hospital and the Change in Completeness of Documentation: Longitudinal Document Analysis2024/01/19English
A Large Language Model Screening Tool to Target Patients for Best Practice Alerts: Development and Validation2023/11/27English
Standardizing care and monitoring ADPKD patients enrolled in a Tolvaptan clinic using an intelligent automated electronic health record application (Preprint)2023/06/21English
Evaluating ChatGPT-4’s Diagnostic Accuracy: Impact of Visual Data Integration2024/04/09English
Development of a Trusted Third Party at a Large University Hospital: Design and Implementation Study2024/04/18English
Forecasting Hospital Room and Ward Occupancy Using Static and Dynamic Information Concurrently: Retrospective Single-Center Cohort Study2024/03/21English
Chinese Clinical Named Entity Recognition From Electronic Medical Records Based on Multisemantic Features by Using Robustly Optimized Bidirectional Encoder Representation From Transformers Pretraining Approach Whole Word Masking and Convolutional Neural Networks: Model Development and Validation2023/05/10English
Correction: A Call to Reconsider a Nationwide Electronic Health Record System: Correcting the Failures of the National Program for IT2024/01/12English
Large Language Models for Epidemiological Research via Automated Machine Learning: Case Study Using Data From the British National Child Development Study2023/09/19English
Structure of Health Information With Different Information Models: Evaluation Study With Competency Questions2023/07/31English
Identifying Risk Factors Associated With Lower Back Pain in Electronic Medical Record Free Text: Deep Learning Approach Using Clinical Note Annotations2023/08/09English
Data flow construction and quality evaluation of electronic source data in clinical trials:Pilot study based on Hospital Electronic Medical Records in China (Preprint)2023/09/19English
Uncovering Harmonization Potential in Healthcare Data through Iterative Refinement of FHIR Profiles based on Retrospective Discrepancy Analysis: A case study (Preprint)2024/02/01English
Examining Linguistic Differences in Electronic Health Records for Diverse Patients with Diabetes (Preprint)2023/06/30English
Prediction of In-Hospital Cardiac Arrest in the Intensive Care Unit: A Machine Learning-Based Multimodal Approach (Preprint)2023/05/19English
Evaluating the Prevalence of Burnout Among Healthcare Professionals Related to Electronic Health Record Use: A Systematic Review and Meta-Analysis (Preprint)2023/11/27English
A Roadmap for Using Causal Inference and Machine Learning to Personalize Asthma Medication Selection2024/04/17English
Retrieval-based Diagnostic Decision Support (Preprint)2023/06/25English
How to elucidate consent-free research use of medical data – a case for ‘health data literacy’ (Preprint)2023/07/28English
CHDmap: One Step Further Toward Integrating Medicine-Based Evidence Into Practice2024/04/19English
Assessing the Use of German Claims Data Vocabularies for Research in the Observational Medical Outcomes Partnership Common Data Model: Development and Evaluation Study2023/11/07English
Analyzing and Forecasting Pediatric Fever Clinic Visits in High Frequency Using Ensemble Time-Series Methods After the COVID-19 Pandemic in Hangzhou, China: Retrospective Study2023/09/20English
Implementing Clinical Information Systems in Sub-Saharan Africa: Report and Lessons Learned From the MatLook Project in Cameroon2023/10/18English