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Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy

Jul 16, 2020
Molin Zhang, Junshen Xu, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson

* 10 pages, 3 figures, MICCAI 2020 

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Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency

Jun 23, 2020
Junshen Xu, Sayeri Lala, Borjan Gagoski, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson


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Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network

Jul 10, 2019
Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson

* MICCAI 2019 

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200x Low-dose PET Reconstruction using Deep Learning

Dec 12, 2017
Junshen Xu, Enhao Gong, John Pauly, Greg Zaharchuk


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