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Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck Cancers


Sep 22, 2022
Kai Wang, Yunxiang Li, Michael Dohopolski, Tao Peng, Weiguo Lu, You Zhang, Jing Wang

* MICCAI 2022, HECKTOR Challenge Submission 

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Leveraging Global Binary Masks for Structure Segmentation in Medical Images


May 13, 2022
Mahdieh Kazemimoghadam, Zi Yang, Lin Ma, Mingli Chen, Weiguo Lu, Xuejun Gu


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Registration-Guided Deep Learning Image Segmentation for Cone Beam CT-based Online Adaptive Radiotherapy


Aug 19, 2021
Lin Ma, Weicheng Chi, Howard E. Morgan, Mu-Han Lin, Mingli Chen, David Sher, Dominic Moon, Dat T. Vo, Vladimir Avkshtol, Weiguo Lu, Xuejun Gu

* 16 pages, 6 figures 

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Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume Delineation in Post-operative Breast Irradiation


May 06, 2021
Mahdieh Kazemimoghadam, Weicheng Chi, Asal Rahimi, Nathan Kim, Prasanna Alluri, Chika Nwachukwu, Weiguo Lu, Xuejun Gu


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Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks


Aug 09, 2019
Erlei Zhang, Zi Yang, Stephen Seiler, Mingli Chen, Weiguo Lu, Xuejun Gu

* arXiv admin note: substantial text overlap with arXiv:1904.01076 

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Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations


Dec 17, 2018
Ana M. Barragan-Montero, Dan Nguyen, Weiguo Lu, Mu-Han Lin, Xavier Geets, Edmond Sterpin, Steve Jiang


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Accurate Real Time Localization Tracking in A Clinical Environment using Bluetooth Low Energy and Deep Learning


Oct 15, 2018
Zohaib Iqbal, Da Luo, Peter Henry, Samaneh Kazemifar, Timothy Rozario, Yulong Yan, Kenneth Westover, Weiguo Lu, Dan Nguyen, Troy Long, Jing Wang, Hak Choy, Steve Jiang

* PLoS ONE 13(10): e0205392 (2018) 

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Dose Prediction with U-net: A Feasibility Study for Predicting Dose Distributions from Contours using Deep Learning on Prostate IMRT Patients


May 23, 2018
Dan Nguyen, Troy Long, Xun Jia, Weiguo Lu, Xuejun Gu, Zohaib Iqbal, Steve Jiang


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Towards automated patient data cleaning using deep learning: A feasibility study on the standardization of organ labeling


Dec 30, 2017
Timothy Rozario, Troy Long, Mingli Chen, Weiguo Lu, Steve Jiang

* 17 pages, 7 figures, 3 tables, 39 references 

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