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Unpaired cross-modality educed distillation (CMEDL) applied to CT lung tumor segmentation


Jul 16, 2021
Jue Jiang, Andreas Rimner, Joseph O. Deasy, Harini Veeraraghavan

* This manuscript is current under review at IEEE Transactions on Medical Imaging 

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Deep cross-modality (MR-CT) educed distillation learning for cone beam CT lung tumor segmentation


Feb 26, 2021
Jue Jiang, Sadegh Riyahi Alam, Ishita Chen, Perry Zhang, Andreas Rimner, Joseph O. Deasy, Harini Veeraraghavan

* Under Review 

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PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation


Jul 18, 2020
Jue Jiang, Yu Chi Hu, Neelam Tyagi, Andreas Rimner, Nancy Lee, Joseph O. Deasy, Sean Berry, Harini Veeraraghavan

* IEEE Transactions on Medical Imaging, 2020 
* This paper has been accepted by IEEE Transactions on Medical Imaging 

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Multiple resolution residual network for automatic thoracic organs-at-risk segmentation from CT


May 31, 2020
Hyemin Um, Jue Jiang, Maria Thor, Andreas Rimner, Leo Luo, Joseph O. Deasy, Harini Veeraraghavan

* MIDL 2020 short paper 

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Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation


Sep 10, 2019
Jue Jiang, Jason Hu, Neelam Tyagi, Andreas Rimner, Sean L. Berry, Joseph O. Deasy, Harini Veeraraghavan

* This paper has been accepted by MICCAI 2019 

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Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets


Feb 27, 2019
Jue Jiang, Yu-Chi Hu, Neelam Tyagi, Pengpeng Zhang, Andreas Rimner, Joseph O. Deasy, Harini Veeraraghavan

* Submitted to Medical Physics 

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