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SynTEG: a framework for temporal structured electronic health data simulation.

, , , , and . J. Am. Medical Informatics Assoc., 28 (3): 596-604 (2021)

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Predicting Medications from Diagnostic Codes with Recurrent Neural Networks., and . ICLR (Poster), OpenReview.net, (2017)A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging., , , , , , , , , and . CoRR, (2022)SynTEG: a framework for temporal structured electronic health data simulation., , , , and . J. Am. Medical Informatics Assoc., 28 (3): 596-604 (2021)Why do probabilistic clinical models fail to transport between sites., , and . npj Digit. Medicine, (2024)Sample-Specific Root Causal Inference with Latent Variables., and . CoRR, (2022)Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography., , , , , , , and . Medical Imaging: Image Processing, volume 12464 of SPIE Proceedings, SPIE, (2023)Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests.. AAAI, page 1777-1783. AAAI Press, (2015)Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating., , , , and . AMIA, AMIA, (2019)Longitudinal modeling of prescription refill records to predict medication use., , , and . AMIA, AMIA, (2019)Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality., , , and . AMIA, AMIA, (2017)