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Steve Jiang

Medical Artificial Intelligence and Automation

Exploring the combination of deep-learning based direct segmentation and deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy


Jun 07, 2022
Xiao Liang, Howard Morgan, Ti Bai, Michael Dohopolski, Dan Nguyen, Steve Jiang


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Region Specific Optimization (RSO)-based Deep Interactive Registration


Mar 08, 2022
Ti Bai, Muhan Lin, Xiao Liang, Biling Wang, Michael Dohopolski, Bin Cai, Dan Nguyen, Steve Jiang


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Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation Therapy


Feb 08, 2022
Xiao Liang, Jaehee Chun, Howard Morgan, Ti Bai, Dan Nguyen, Justin C. Park, Steve Jiang


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A Proof-of-Concept Study of Artificial Intelligence Assisted Contour Revision


Jul 28, 2021
Ti Bai, Anjali Balagopal, Michael Dohopolski, Howard E. Morgan, Rafe McBeth, Jun Tan, Mu-Han Lin, David J. Sher, Dan Nguyen, Steve Jiang


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Site-Agnostic 3D Dose Distribution Prediction with Deep Learning Neural Networks


Jun 15, 2021
Maryam Mashayekhi, Itzel Ramirez Tapia, Anjali Balagopal, Xinran Zhong, Azar Sadeghnejad Barkousaraie, Rafe McBeth, Mu-Han Lin, Steve Jiang, Dan Nguyen


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Intentional Deep Overfit Learning (IDOL): A Novel Deep Learning Strategy for Adaptive Radiation Therapy


Apr 23, 2021
Jaehee Chun, Justin C. Park, Sven Olberg, You Zhang, Dan Nguyen, Jing Wang, Jin Sung Kim, Steve Jiang


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Deep learning-based COVID-19 pneumonia classification using chest CT images: model generalizability


Feb 18, 2021
Dan Nguyen, Fernando Kay, Jun Tan, Yulong Yan, Yee Seng Ng, Puneeth Iyengar, Ron Peshock, Steve Jiang


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PSA-Net: Deep Learning based Physician Style-Aware Segmentation Network for Post-Operative Prostate Cancer Clinical Target Volume


Feb 15, 2021
Anjali Balagopal, Howard Morgan, Michael Dohopoloski, Ramsey Timmerman, Jie Shan, Daniel F. Heitjan, Wei Liu, Dan Nguyen, Raquibul Hannan, Aurelie Garant, Neil Desai, Steve Jiang


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Dosimetric impact of physician style variations in contouring CTV for post-operative prostate cancer: A deep learning based simulation study


Feb 01, 2021
Anjali Balagopal, Dan Nguyen, Maryam Mashayekhi, Howard Morgan, Aurelie Garant, Neil Desai, Raquibul Hannan, Mu-Han Lin, Steve Jiang


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Deep High-Resolution Network for Low Dose X-ray CT Denoising


Feb 01, 2021
Ti Bai, Dan Nguyen, Biling Wang, Steve Jiang


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