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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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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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Soft-NeuroAdapt: A 3-DOF Neuro-Adaptive Patient Pose Correction System For Frameless and Maskless Cancer Radiotherapy


Sep 22, 2017
Olalekan Ogunmolu, Adwait Kulkarni, Yonas Tadesse, Xuejun Gu, Steve Jiang, Nicholas Gans

* This paper has been withdrawn due to some errors in the text 

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Vision-based Control of a Soft Robot for Maskless Head and Neck Cancer Radiotherapy


Oct 05, 2016
Olalekan P. Ogunmolu, Xuejun Gu, Steve Jiang, Nicholas R. Gans


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Nonlinear Systems Identification Using Deep Dynamic Neural Networks


Oct 05, 2016
Olalekan Ogunmolu, Xuejun Gu, Steve Jiang, Nicholas Gans

* American Control Conference, 2017 

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A Real-Time Soft Robotic Patient Positioning System for Maskless Head-and-Neck Cancer Radiotherapy: An Initial Investigation


Sep 19, 2015
Olalekan Ogunmolu, Xuejun Gu, Steve Jiang, Nicholas Gans

* IEEE Conference on Automation Science and Engineering, Gothenburg, Sweden. 2015. Life Sciences and Health Care; Mechatronics; Emerging Topics in Automation 

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