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Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data

Jul 21, 2021
Viswanath P. Sudarshan, Uddeshya Upadhyay, Gary F. Egan, Zhaolin Chen, Suyash P. Awate

* Accepted at Medical Image Analysis 

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Single Test Image-Based Automated Machine Learning System for Distinguishing between Trait and Diseased Blood Samples

Mar 30, 2021
Sahar A. Nasser, Debjani Paul, Suyash P. Awate

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Robust Super-Resolution GAN, with Manifold-based and Perception Loss

Mar 16, 2019
Uddeshya Upadhyay, Suyash P. Awate

* IEEE International Symposium on Biomedical Imaging (ISBI)-2019 

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Sparse Kernel PCA for Outlier Detection

Sep 13, 2018
Rudrajit Das, Aditya Golatkar, Suyash P. Awate

* Accepted at IEEE ICMLA 2018 for Oral Presentation 

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Hierarchical Graphical Models for Multigroup Shape Analysis using Expectation Maximization with Sampling in Kendall's Shape Space

Jan 10, 2013
Yen-Yun Yu, P. Thomas Fletcher, Suyash P. Awate

* 9 pages, 7 figures, International Conference on Machine Learning 2013 

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