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Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records
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Utilization of geospatial distribution in the measurement of study cohort representativeness
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Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem
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Implementation and evaluation of a system for assessment of the quality of long-term management of patients at a geriatric hospital
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Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs
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Deep self-reconstruction driven joint nonnegative matrix factorization model for identifying multiple genomic imaging associations in complex diseases
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Privacy-preserving model evaluation for logistic and linear regression using homomorphically encrypted genotype data
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Assessing racial bias in healthcare predictive models: Practical lessons from an empirical evaluation of 30-day hospital readmission models
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Assessing gait dysfunction severity in Parkinson’s Disease using 2-Stream Spatial-Temporal Neural Network
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Non-invasive prediction of massive transfusion during surgery using intraoperative hemodynamic monitoring data
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Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records
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Toward the European Health Data Space: The IMPaCT-Data secure infrastructure for EHR-based precision medicine research
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Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube
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Location-enhanced syntactic knowledge for biomedical relation extraction
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Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases
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Improving biomedical Named Entity Recognition with additional external contexts
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Identify and mitigate bias in electronic phenotyping: A comprehensive study from computational perspective
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Event prediction by estimating continuously the completion of a single temporal pattern’s instances
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Clinical research text summarization method based on fusion of domain knowledge
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Clinical domain knowledge-derived template improves post hoc AI explanations in pneumothorax classification
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DAS-DDI: A dual-view framework with drug association and drug structure for drug-drug interaction prediction
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Towards the automatic calculation of the EQUAL Candida Score: Extraction of CVC-related information from EMRs of critically ill patients with candidemia in Intensive Care Units
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Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models
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Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited
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Promoting equity in clinical research: The role of social determinants of health
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Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study
Volume 155, July 2024, 104661Author links open overlay panel, , , , , , , , , , , , , , , , AbstractBackgroundEstablishing...
Identifying erroneous height and weight values from adult electronic health records in the All of Us research program
Identifying erroneous height and weight values from adult electronic health records in the All of Us research program
Electronic Health Records (EHR) data are a valuable source for research, but they often contain errors that can compromise...
Enhancing the coverage of SemRep using a relation classification approach
Enhancing the coverage of SemRep using a relation classification approach
Objective:Relation extraction is an essential task in the field of biomedical literature mining and offers significant ben...
Converting OMOP CDM to phenopackets: A model alignment and patient data representation evaluation
Converting OMOP CDM to phenopackets: A model alignment and patient data representation evaluation
Electronic health records (EHR) offer valuable patient data for clinical and translational research, but their heterogeneo...
Causal fairness assessment of treatment allocation with electronic health records
Causal fairness assessment of treatment allocation with electronic health records
Available online 21 May 2024, 104656Author links open overlay panel, , , , , , AbstractObjective:Healthcare continues to g...
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