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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

* 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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Radial basis function kernel optimization for Support Vector Machine classifiers


Jul 16, 2020
Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Miguel A. Molina-Cabello, Kayvan Najarian

* 9 pages, 5 figures, 1 table (main paper), 8 pages, 6 figures, 2 tables (supplementary material). To be submitted to IEEE Transactions on Neural Networks and Learning Systems 

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Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning


Aug 31, 2019
Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr


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Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features


Aug 31, 2019
Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr


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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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ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks


Oct 16, 2018
Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami

* IEEE transaction, 14 pages, 10 figures, 5 tables This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network


Oct 15, 2018
Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi


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