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Samuel Kim

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Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures

Mar 05, 2024
Samuel Kim, Min Sang Kim

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Data augmentation method for modeling health records with applications to clopidogrel treatment failure detection

Feb 28, 2024
Sunwoong Choi, Samuel Kim

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Automatic prediction of mortality in patients with mental illness using electronic health records

Oct 18, 2023
Sean Kim, Samuel Kim

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Why Do Students Drop Out? University Dropout Prediction and Associated Factor Analysis Using Machine Learning Techniques

Oct 17, 2023
Sean Kim, Eliot Yoo, Samuel Kim

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Detection and prediction of clopidogrel treatment failures using longitudinal structured electronic health records

Oct 12, 2023
Samuel Kim, In Gu Sean Lee, Mijeong Irene Ban, Jane Chiang

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Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare

Jun 28, 2023
Won Joon Yun, Samuel Kim, Joongheon Kim

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Predicting Development of Chronic Obstructive Pulmonary Disease and its Risk Factor Analysis

Feb 06, 2023
Soojin Lee, Ingu Sean Lee, Samuel Kim

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Predicting Students' Exam Scores Using Physiological Signals

Jan 28, 2023
Willie Kang, Sean Kim, Eliot Yoo, Samuel Kim

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Deep Learning and Symbolic Regression for Discovering Parametric Equations

Jul 01, 2022
Michael Zhang, Samuel Kim, Peter Y. Lu, Marin Soljačić

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Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science

Oct 15, 2021
Charlotte Loh, Thomas Christensen, Rumen Dangovski, Samuel Kim, Marin Soljacic

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