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An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms



Salman Seyedi , Li Xiong , Shamim Nemati , Gari D. Clifford

* 8 pages, 5 figures, PPAI-2021 

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Reinforcement Learning in Healthcare: A Survey



Chao Yu , Jiming Liu , Shamim Nemati


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DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis



Supreeth P. Shashikumar , Christopher Josef , Ashish Sharma , Shamim Nemati


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Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care?



Russell Jeter , Christopher Josef , Supreeth Shashikumar , Shamim Nemati


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Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates



Justus T. C. Schwabedal , John C. Snyder , Ayse Cakmak , Shamim Nemati , Gari D. Clifford

* 7 pages, 7 figures 

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Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks



Supreeth P. Shashikumar , Amit J. Shah , Gari D. Clifford , Shamim Nemati

* Accepted to the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2018), London, UK, 2018 

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Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes



Hongteng Xu , Weichang Wu , Shamim Nemati , Hongyuan Zha

* in IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016 

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