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Targeted Development and Validation of Clinical Prediction Models in Secondary Care Settings: Opportunities and Challenges for Electronic Health Record Data
Targeted Development and Validation of Clinical Prediction Models in Secondary Care Settings: Opportunities and Challenges for Electronic Health Record Data
Before deploying a clinical prediction model (CPM) in clinical practice, its performance needs to be demonstrated in the p...
The Impact of International Classification of Disease–Triggered Prescription Support on Telemedicine: Observational Analysis of Efficiency and Guideline Adherence
The Impact of International Classification of Disease–Triggered Prescription Support on Telemedicine: Observational Analysis of Efficiency and Guideline Adherence
Background: Integrating decision support systems into telemedicine may optimize consultation efficiency and adherence to c...
Predictive Models for Sustained, Uncontrolled Hypertension and Hypertensive Crisis Based on Electronic Health Record Data: Algorithm Development and Validation
Predictive Models for Sustained, Uncontrolled Hypertension and Hypertensive Crisis Based on Electronic Health Record Data: Algorithm Development and Validation
Background: Assessing disease progression among uncontrolled hypertension (HTN) patients is important for identifying oppo...
A New Natural Language Processing–Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative Study
A New Natural Language Processing–Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative Study
Background: Proper analysis and interpretation of health care data can significantly improve patient outcomes by enhancing...
Multifaceted Natural Language Processing Task–Based Evaluation of Bidirectional Encoder Representations From Transformers Models for Bilingual (Korean and English) Clinical Notes: Algorithm Development and Validation
Multifaceted Natural Language Processing Task–Based Evaluation of Bidirectional Encoder Representations From Transformers Models for Bilingual (Korean and English) Clinical Notes: Algorithm Development and Validation
Background: The bidirectional encoder representations from transformers (BERT) model has attracted considerable attention ...
Leveraging Artificial Intelligence and Data Science for Integration of Social Determinants of Health in Emergency Medicine: Scoping Review
Leveraging Artificial Intelligence and Data Science for Integration of Social Determinants of Health in Emergency Medicine: Scoping Review
Background: Social Determinants of Health (SDOH) are critical drivers of health disparities and patient outcomes. However,...
Electronic Health Record Data Quality and Performance Assessments: Scoping Review
Electronic Health Record Data Quality and Performance Assessments: Scoping Review
Background: Electronic Health Records (EHRs) have an enormous potential to advance medical research and practice through e...
Clinical Decision Support to Increase Emergency Department Naloxone Coprescribing: Implementation Report
Clinical Decision Support to Increase Emergency Department Naloxone Coprescribing: Implementation Report
Background: Co-prescribing naloxone with opioid analgesics is a Centers for Disease Control and Prevention best practice t...
Enhancing Clinical History Taking Through the Implementation of a Streamlined Electronic Questionnaire System at a Pediatric Headache Clinic: Development and Evaluation Study
Enhancing Clinical History Taking Through the Implementation of a Streamlined Electronic Questionnaire System at a Pediatric Headache Clinic: Development and Evaluation Study
Background: Accurate history-taking is essential for diagnosis, treatment, and patient care, yet miscommunications and tim...
Enhancing Bias Assessment for Complex Term Groups in Language Embedding Models: Quantitative Comparison of Methods
Enhancing Bias Assessment for Complex Term Groups in Language Embedding Models: Quantitative Comparison of Methods
Background: Artificial intelligence (AI) is rapidly being adopted to build products and aid in the decision-making process...
CTRhythm: Accurate Atrial Fibrillation Detection from Single-Lead ECG by Convolutional Neural Network and Transformer Integration
CTRhythm: Accurate Atrial Fibrillation Detection from Single-Lead ECG by Convolutional Neural Network and Transformer Integration
medRxiv - The Preprint Server for Health Sciences
Deep Learning Prediction of Parkinson's Disease using Remotely Collected Structured Mouse Trace Data
Deep Learning Prediction of Parkinson's Disease using Remotely Collected Structured Mouse Trace Data
medRxiv - The Preprint Server for Health Sciences
Improving Real-world Antigen Test Sensitivity Estimation through Target Distribution Balancing
Improving Real-world Antigen Test Sensitivity Estimation through Target Distribution Balancing
medRxiv - The Preprint Server for Health Sciences
Motif-induced Subgraph Generative Learning for Explainable Neurological Disorder Detection
Motif-induced Subgraph Generative Learning for Explainable Neurological Disorder Detection
medRxiv - The Preprint Server for Health Sciences
Investigating The Causal Link Between Serum Iron Status and Pernicious Anaemia Risk: A Mendelian Randomisation Study
Investigating The Causal Link Between Serum Iron Status and Pernicious Anaemia Risk: A Mendelian Randomisation Study
medRxiv - The Preprint Server for Health Sciences
Structured Codes and Free-Text Notes: Measuring Information Complementarity in Electronic Health Records
Structured Codes and Free-Text Notes: Measuring Information Complementarity in Electronic Health Records
medRxiv - The Preprint Server for Health Sciences
Socio-Demographic Biases in Medical Decision-Making by Large Language Models: A Large-Scale Multi-Model Analysis
Socio-Demographic Biases in Medical Decision-Making by Large Language Models: A Large-Scale Multi-Model Analysis
medRxiv - The Preprint Server for Health Sciences
Exploring Outcomes and Engagement Patterns for Hypertensive Patients: An Observational Analysis of the Withings Remote Patient Monitoring Program
Exploring Outcomes and Engagement Patterns for Hypertensive Patients: An Observational Analysis of the Withings Remote Patient Monitoring Program
medRxiv - The Preprint Server for Health Sciences
Automated Extraction of Mortality Information from Publicly Available Sources Using Language Models
Automated Extraction of Mortality Information from Publicly Available Sources Using Language Models
medRxiv - The Preprint Server for Health Sciences
SCD-Tron: Leveraging Large Clinical Language Model for Early Detection of Cognitive Decline from Electronic Health Records
SCD-Tron: Leveraging Large Clinical Language Model for Early Detection of Cognitive Decline from Electronic Health Records
medRxiv - The Preprint Server for Health Sciences
Beyond Image Recognition: Applying Deep Learning to List-Type Medical Data for Risk Prediction
Beyond Image Recognition: Applying Deep Learning to List-Type Medical Data for Risk Prediction
medRxiv - The Preprint Server for Health Sciences
A rubric for assessing conformance to the Ten Rules for credible practice of modeling and simulation in healthcare
A rubric for assessing conformance to the Ten Rules for credible practice of modeling and simulation in healthcare
medRxiv - The Preprint Server for Health Sciences
Perceptions and willingness of patients and caregivers on the utilization of patient-generated health data: a cross-sectional survey
Perceptions and willingness of patients and caregivers on the utilization of patient-generated health data: a cross-sectional survey
medRxiv - The Preprint Server for Health Sciences
A synthetic data generation pipeline to reproducibly mirror high-resolution multi-variable peptidomics and real-patient clinical data
A synthetic data generation pipeline to reproducibly mirror high-resolution multi-variable peptidomics and real-patient clinical data
medRxiv - The Preprint Server for Health Sciences
Visualizing Geospatial and Temporal Phenotype Prevalences
Visualizing Geospatial and Temporal Phenotype Prevalences
medRxiv - The Preprint Server for Health Sciences
GHOSTS: Generation of synthetic hospital time series for clinical machine learning research
GHOSTS: Generation of synthetic hospital time series for clinical machine learning research
medRxiv - The Preprint Server for Health Sciences
Ontology-based expansion of virtual gene panels to improve diagnostic efficiency for rare genetic diseases
Ontology-based expansion of virtual gene panels to improve diagnostic efficiency for rare genetic diseases
medRxiv - The Preprint Server for Health Sciences
SymScore: Machine Learning Accuracy Meets Transparency in a Symbolic Regression-Based Clinical Score Generator
SymScore: Machine Learning Accuracy Meets Transparency in a Symbolic Regression-Based Clinical Score Generator
medRxiv - The Preprint Server for Health Sciences
Predicting Frequent Emergency Department Visitors using Adaptive Ensemble Learning Model
Predicting Frequent Emergency Department Visitors using Adaptive Ensemble Learning Model
medRxiv - The Preprint Server for Health Sciences
Assisted Reproductive Technology Dataset of Embryo Time-lapse Images and Clinical Data
Assisted Reproductive Technology Dataset of Embryo Time-lapse Images and Clinical Data
medRxiv - The Preprint Server for Health Sciences
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