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Dzung L. Pham

Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis

Mar 04, 2021
Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy

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* 10 pages. MICCAI SASHIMI Workshop 2021

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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

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* 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

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* 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

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* Submitted to NeuroImage

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