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Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection


Nov 13, 2019
Samuel W. Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham


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Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury


Mar 11, 2019
Samuel Remedios, Snehashis Roy, Justin Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham


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Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification


Nov 17, 2018
Dzung L. Pham, Snehashis Roy

* Proceedings Volume 10578, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging; SPIE Medical Imaging 2018 

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Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks


Jul 27, 2018
Snehashis Roy, John A. Butman, Dzung L. Pham

* https://link.springer.com/chapter/10.1007/978-3-319-68127-6_3, International Workshop on Simulation and Synthesis in Medical Imaging (SASHIMI 2017) 

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TBI Contusion Segmentation from MRI using Convolutional Neural Networks


Jul 27, 2018
Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham

* https://ieeexplore.ieee.org/abstract/document/8363545/, IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) 

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Classifying magnetic resonance image modalities with convolutional neural networks


Apr 17, 2018
Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy

* Github: https://github.com/sremedios/phinet 

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Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks


Mar 24, 2018
Snehashis Roy, John A. Butman, Daniel S. Reich, Peter A. Calabresi, Dzung L. Pham

* Submitted to NeuroImage 

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