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Hawkes Process Modeling of Adverse Drug Reactions with Longitudinal Observational Data.

Y. Bao, Z. Kuang, P. Peissig, D. Page, and R. Willett. MLHC, volume 68 of Proceedings of Machine Learning Research, page 177-190. PMLR, (2017)

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Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error.S. Geng, Z. Kuang, J. Liu, S. Wright, and D. Page. UAI, page 156-166. AUAI Press, (2018)Temporal Poisson Square Root Graphical Models.S. Geng, Z. Kuang, P. Peissig, and D. Page. ICML, volume 80 of Proceedings of Machine Learning Research, page 1700-1709. PMLR, (2018)Baseline Regularization for Computational Drug Repositioning with Longitudinal Observational Data.Z. Kuang, J. Thomson, M. Caldwell, P. Peissig, R. Stewart, and D. Page. IJCAI, page 2521-2528. IJCAI/AAAI Press, (2016)Pharmacovigilance via Baseline Regularization with Large-Scale Longitudinal Observational Data.Z. Kuang, P. Peissig, V. Costa, R. Maclin, and D. Page. KDD, page 1537-1546. ACM, (2017)Hawkes Process Modeling of Adverse Drug Reactions with Longitudinal Observational Data.Y. Bao, Z. Kuang, P. Peissig, D. Page, and R. Willett. MLHC, volume 68 of Proceedings of Machine Learning Research, page 177-190. PMLR, (2017)Computational Drug Repositioning Using Continuous Self-Controlled Case Series.Z. Kuang, J. Thomson, M. Caldwell, P. Peissig, R. Stewart, and D. Page. KDD, page 491-500. ACM, (2016)Recursive Feature Elimination by Sensitivity Testing.N. Escanilla, L. Hellerstein, R. Kleiman, Z. Kuang, J. Shull, and D. Page. ICMLA, page 40-47. IEEE, (2018)A Simple Text Mining Approach for Ranking Pairwise Associations in Biomedical Applications.F. Kuusisto, J. Steill, Z. Kuang, J. Thomson, D. Page, and R. Stewart. CoRR, (2019)High-Throughput Machine Learning from Electronic Health Records.R. Kleiman, P. Bennett, P. Peissig, R. Berg, Z. Kuang, S. Hebbring, M. Caldwell, and D. Page. CoRR, (2019)

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Hawkes Process Modeling of Adverse Drug Reactions with Longitudinal Observational Data.

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Hawkes Process Modeling of Adverse Drug Reactions with Longitudinal Observational Data.

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Hawkes Process Modeling of Adverse Drug Reactions with Longitudinal Observational Data.