Advance articles

Primary care staff members’ experiences with managing electronic health record inbox messages

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External validation of a proprietary risk model for 1-year mortality in community-dwelling adults aged 65 years or older

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Discover important donor-recipient risk factors and interactions in heart transplant primary graft dysfunction with machine learning

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Improving clinical decision support through interpretable machine learning and error handling in electronic health records

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A resource for Logical Observation Identifiers Names and Codes terms that may be associated with identifying information

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Recovering missing electronic health record mortality data with a machine learning-enhanced data linkage process

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Detecting emergencies in patient portal messages using large language models and knowledge graph-based retrieval-augmented generation

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Assessing health literacy and diversity within the All of Us Research Program

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Letter to the Editor in response to “Application of a digital quality measure for cancer diagnosis in Epic Cosmos”

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Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks

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Beyond Phecodes: leveraging PheMAP to identify patients lacking diagnosis codes in electronic health records

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DiMB-RE: mining the scientific literature for diet-microbiome associations

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AI-Techniques Loss-Based Algorithm for Severity Classification (ATLAS): a novel approach for continuous quantification of exertional symptoms during incremental exercise testing

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Predicting postoperative chronic opioid use with fair machine learning models integrating multi-modal data sources: a demonstration of ethical machine learning in healthcare

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Letter to the editors in response to “Leveraging artificial intelligence to summarize abstracts in lay language for increasing research accessibility and transparency”

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A perspective on individualized treatment effects estimation from time-series health data

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Integrating state-space modeling, parameter estimation, deep learning, and docking techniques in drug repurposing: a case study on COVID-19 cytokine storm

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Reply to Layne et al.’s Letter to the Editor

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myAURA: a personalized health library for epilepsy management via knowledge graph sparsification and visualization

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Machine learning-based risk prediction of outcomes in patients hospitalized with COVID-19 in Australia: the AUS-COVID Score

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VIEWER: an extensible visual analytics framework for enhancing mental healthcare

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Interdisciplinary systems may restore the healthcare professional–patient relationship in electronic health systems

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Smart Imitator: Learning from Imperfect Clinical Decisions

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Using large language models to detect outcomes in qualitative studies of adolescent depression

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Predicting mortality in hospitalized influenza patients: integration of deep learning-based chest X-ray severity score (FluDeep-XR) and clinical variables

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DySurv: dynamic deep learning model for survival analysis with conditional variational inference

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