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Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields


Apr 23, 2021
Albert W. Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley, Jingu Kang, Suren Jayasuriya


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Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches


Apr 16, 2021
S. V. Venkatakrishnan, K. Aditya Mohan, Amir Koushyar Ziabari, Charles A. Bouman


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Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data


Dec 22, 2020
Alan D. Kaplan, Qi Cheng, K. Aditya Mohan, Lindsay D. Nelson, Sonia Jain, Harvey Levin, Abel Torres-Espin, Austin Chou, J. Russell Huie, Adam R. Ferguson, Michael McCrea, Joseph Giacino, Shivshankar Sundaram, Amy J. Markowitz, Geoffrey T. Manley

* 13 pages, 5 figures 

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AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning


Nov 05, 2020
K. Aditya Mohan, Alan D. Kaplan


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Improving Limited Angle CT Reconstruction with a Robust GAN Prior


Oct 14, 2019
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle M. Champley

* Deep Inverse NeurIPS 2019 Workshop 

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Extreme Few-view CT Reconstruction using Deep Inference


Oct 11, 2019
Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley

* Deep Inverse NeurIPS 2019 Workshop 

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Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion


Jul 11, 2018
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Timo Bremer

* Spotlight presentation at CVPR 2018 

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