Deep learning approaches using 2D and 3D convolutional neural networks for generating male pelvic synthetic computed tomography from magnetic resonance imaging
Fu, Jie, Yang, Yingli, Singhrao, Kamal, Ruan, Dan, Chu, Fang-I, Low, Daniel A, Lewis, John H
Published in Medical physics (Lancaster) (01.09.2019)
Published in Medical physics (Lancaster) (01.09.2019)
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Journal Article
Scalable quorum-based deep neural networks with adversarial learning for automated lung lobe segmentation in fast helical free-breathing CTs
Stiehl, Bradley, Lauria, Michael, Singhrao, Kamal, Goldin, Jonathan, Barjaktarevic, Igor, Low, Daniel, Santhanam, Anand
Published in International journal for computer assisted radiology and surgery (01.10.2021)
Published in International journal for computer assisted radiology and surgery (01.10.2021)
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Journal Article
Automatic triangulated mesh generation of pulmonary airways from segmented lung 3DCTs for computational fluid dynamics
Lauria, Michael, Singhrao, Kamal, Stiehl, Bradley, Low, Daniel, Goldin, Jonathan, Barjaktarevic, Igor, Santhanam, Anand
Published in International journal for computer assisted radiology and surgery (2022)
Published in International journal for computer assisted radiology and surgery (2022)
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Journal Article
Quantification of fiducial marker visibility for MRI-only prostate radiotherapy simulation
Singhrao, Kamal, Ruan, Dan, Fu, Jie, Gao, Yu, Chee, Geraldine, Yang, Yingli, King, Christopher, Hu, Peng, Kishan, Amar U, Lewis, John H
Published in Physics in medicine & biology (05.02.2020)
Published in Physics in medicine & biology (05.02.2020)
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Journal Article
Incidental findings and safety events from magnetic resonance imaging simulation for head and neck radiation treatment planning: A single institution experience
Massachi, Jonathan, Singer, Lisa, Glastonbury, Christine, Scholey, Jessica, Singhrao, Kamal, Calvin, Christina, Yom, Sue S., Chan, Jason W.
Published in Technical innovations & patient support in radiation oncology (01.03.2024)
Published in Technical innovations & patient support in radiation oncology (01.03.2024)
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Journal Article
An Automatic Deep Learning–Based Workflow for Glioblastoma Survival Prediction Using Preoperative Multimodal MR Images: A Feasibility Study
Fu, Jie, Singhrao, Kamal, Zhong, Xinran, Gao, Yu, Qi, Sharon X., Yang, Yingli, Ruan, Dan, Lewis, John H.
Published in Advances in radiation oncology (01.09.2021)
Published in Advances in radiation oncology (01.09.2021)
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Journal Article
Motion compensated cone-beam CT reconstruction using an a priori motion model from CT simulation: a pilot study
Lauria, Michael, Miller, Claudia, Singhrao, Kamal, Lewis, John, Lin, Weicheng, O’Connell, Dylan, Naumann, Louise, Stiehl, Bradley, Santhanam, Anand, Boyle, Peter, Raldow, Ann C, Goldin, Jonathan, Barjaktarevic, Igor, Low, Daniel A
Published in Physics in medicine & biology (07.04.2024)
Published in Physics in medicine & biology (07.04.2024)
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Journal Article
Linac‐ and CyberKnife‐based MRI‐only treatment planning of prostate SBRT using an optimized synthetic CT calibration curve
Scholey, Jessica, Nano, Tomi, Singhrao, Kamal, Mohamad, Osama, Singer, Lisa, Larson, Peder Eric Zufall, Descovich, Martina
Published in Journal of applied clinical medical physics (04.06.2024)
Published in Journal of applied clinical medical physics (04.06.2024)
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Journal Article
A generalized system of tissue-mimicking materials for computed tomography and magnetic resonance imaging
Singhrao, Kamal, Fu, Jie, Gao, Yu, Wu, Holden H, Yang, Yingli, Hu, Peng, Lewis, John H
Published in Physics in medicine & biology (21.07.2020)
Published in Physics in medicine & biology (21.07.2020)
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Journal Article
Reconstruction of a high-quality volumetric image and a respiratory motion model from patient CBCT projections
Guo, Minghao, Chee, Geraldine, O'Connell, Dylan, Dhou, Salam, Fu, Jie, Singhrao, Kamal, Ionascu, Dan, Ruan, Dan, Lee, Percy, Low, Daniel A, Zhao, Jun, Lewis, John H
Published in Medical physics (Lancaster) (01.08.2019)
Published in Medical physics (Lancaster) (01.08.2019)
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Journal Article
A generative adversarial network-based (GAN-based) architecture for automatic fiducial marker detection in prostate MRI-only radiotherapy simulation images
Singhrao, Kamal, Fu, Jie, Parikh, Neil R, Mikaeilian, Argin G, Ruan, Dan, Kishan, Amar U, Lewis, John H
Published in Medical physics (Lancaster) (01.12.2020)
Published in Medical physics (Lancaster) (01.12.2020)
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Journal Article
Evaluating the Hounsfield unit assignment and dose differences between CT‐based standard and deep learning‐based synthetic CT images for MRI‐only radiation therapy of the head and neck
Singhrao, Kamal, Dugan, Catherine Lu, Calvin, Christina, Pelayo, Luis, Yom, Sue Sun, Chan, Jason Wing‐Hong, Scholey, Jessica Elizabeth, Singer, Lisa
Published in Journal of applied clinical medical physics (01.01.2024)
Published in Journal of applied clinical medical physics (01.01.2024)
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Journal Article
Generation of abdominal synthetic CTs from 0.35T MR images using generative adversarial networks for MR-only liver radiotherapy
Fu, Jie, Singhrao, Kamal, Cao, Minsong, Yu, Victoria, Santhanam, Anand P, Yang, Yingli, Guo, Minghao, Raldow, Ann C, Ruan, Dan, Lewis, John H
Published in Biomedical physics & engineering express (30.01.2020)
Published in Biomedical physics & engineering express (30.01.2020)
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Journal Article
Motion compensated cone-beam CT reconstruction using ana priorimotion model from CT simulation: a pilot study
Lauria, Michael, Miller, Claudia, Singhrao, Kamal, Lewis, John, Lin, Weicheng, O'Connell, Dylan, Naumann, Louise, Stiehl, Bradley, Santhanam, Anand, Boyle, Peter, Raldow, Ann C, Goldin, Jonathan, Barjaktarevic, Igor, Low, Daniel A
Published in Physics in medicine & biology (26.03.2024)
Published in Physics in medicine & biology (26.03.2024)
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Journal Article