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Jonathan Gryak
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Tensor Denoising via Amplification and Stable Rank Methods


Jan 10, 2023
Jonathan Gryak, Kayvan Najarian, Harm Derksen

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Prediction of Oral Food Challenges via Machine Learning


Aug 17, 2022
Justin Zhang, Deborah Lee, Kylie Jungles, Diane Shaltis, Kayvan Najarian, Rajan Ravikumar, Georgiana Sanders, Jonathan Gryak

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A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure


Dec 09, 2021
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

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Motion-based Camera Localization System in Colonoscopy Videos


Dec 04, 2020
Heming Yao, Ryan W. Stidham, Jonathan Gryak, Kayvan Najarian

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* A part of the method is incorrect (Section 2.4.1 equation 17) and the corresponding experimental results (figure 11) should be corrected 
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An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs


Apr 17, 2019
Behzad Ghazanfari, Fatemeh Afghah, Kayvan Najarian, Sajad Mousavi, Jonathan Gryak, James Todd

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Solving the Conjugacy Decision Problem via Machine Learning


Feb 21, 2018
Jonathan Gryak, Robert M. Haralick, Delaram Kahrobaei

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