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Evaluating gender bias in ML-based clinical risk prediction models: A study on multiple use cases at different hospitals
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Enhancing identification performance of cognitive impairment high-risk based on a semi-supervised learning method
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Leveraging error-prone algorithm-derived phenotypes: Enhancing association studies for risk factors in EHR data
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Prediction of hypertension risk based on multiple feature fusion
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A novel deep learning model based on transformer and cross modality attention for classification of sleep stages
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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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