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Showing 1 to 3 of 3 for “"Clinical Predictive Modeling"”.
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Towards robust clinical predictive modeling with heterogeneous electronic health record data
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2026-08-01
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Exploiting hierarchical and temporal information in building predictive models from EHR data
Clinical predictive modeling has the potential to revolutionize healthcare by allowing caregivers to allocate resources effectively, resulting not only in lower costs but also in better patient outcomes. Electronic health records (EHR), which contain large volumes of detailed patient information, …
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Robust foundation model for healthcare
Clinical data are routinely collected during patient visits, encompassing demographics, diagnoses, laboratory test results, medication prescriptions, medical images, and clinical notes. While there is growing interest in applying deep learning techniques to clinical predictive modeling, developing …