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Jue Jiang

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Longitudinal prediction of radiation-induced anatomical changes of parotid glands during radiotherapy using deep learning

Conference Paper

Lee, D.; Alam, S.; Nadeem, S.; Jiang, J.; Zhang, P.; Hu, Y. C.
Springer (2020)

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Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation

Conference Paper

Jiang, J.; Veeraraghavan, H.
Springer (2020)

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TDFSSD: Top-Down Feature Fusion Single Shot MultiBox Detector

Journal Article

Pan, H.; Jiang, J.; Chen, G.
Signal Processing: Image Communication (2020)

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Library of deep-learning image segmentation and outcomes model-implementations

Journal Article

Apte, A. P.; Iyer, A.; Thor, M.; Pandya, R.; Haq, R.; Jiang, J.; LoCastro, E.; Shukla-Dave, A.; Sasankan, N.; Xiao, Y.; more...
Physica Medica (2020)

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Patch-based generative adversarial neural network models for head and neck MR-only planning

Journal Article

Klages, P.; Benslimane, I.; Riyahi, S.; Jiang, J.; Hunt, M.; Deasy, J. O.; Veeraraghavan, H.; Tyagi, N.
Medical Physics (2020)

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Deep learning-based auto-segmentation of targets and organs-at-risk for magnetic resonance imaging only planning of prostate radiotherapy

Journal Article

Elguindi, S.; Zelefsky, M. J.; Jiang, J.; Veeraraghavan, H.; Deasy, J. O.; Hunt, M. A.; Tyagi, N.
Physics and Imaging in Radiation Oncology (2019)

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

Conference Paper

Jue, J.; Jason, H.; Neelam, T.; Andreas, R.; Sean, B. L.; Joseph, D. O.; Harini, V.
Springer (2019)

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

Journal Article

Jiang, J.; Hu, Y. C.; Tyagi, N.; Zhang, P.; Rimner, A.; Deasy, J. O.; Veeraraghavan, H.
Medical Physics (2019)

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Toward predicting the evolution of lung tumors during radiotherapy observed on a longitudinal MR imaging study via a deep learning algorithm

Journal Article

Wang, C.; Rimner, A.; Hu, Y. C.; Tyagi, N.; Jiang, J.; Yorke, E.; Riyahi, S.; Mageras, G.; Deasy, J. O.; Zhang, P.
Medical Physics (2019)

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Colonic polyp detection in endoscopic videos with single shot detection based deep Convolutional Neural Network

Journal Article

Liu, M.; Jiang, J.; Wang, Z.
IEEE Access (2019)

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