Zhao Peng

Most-cited papers

1. A Method of Rapid Quantification of Patient-Specific Organ Doses for CT Using Deep-Learning based Multi-Organ Segmentation and GPU-accelerated Monte Carlo Dose Computing.

   Zhao Peng, Xi Fang, Pingkun Yan, Hongming Shan +6 more

   2019Medical Physics (Lancaster)73 citations Open access

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2. A method of using deep learning to predict three‐dimensional dose distributions for intensity‐modulated radiotherapy of rectal cancer

   Jie-Ping Zhou, Zhao Peng, Yuchen Song, Yan-Kui Chang +3 more

   2020Journal of Applied Clinical Medical Physics63 citations Open access

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3. Evaluation of deep learning‐based auto‐segmentation algorithms for delineating clinical target volume and organs at risk involving data for 125 cervical cancer patients

   Zhi Wang, Yan-Kui Chang, Zhao Peng, Yin Lv +4 more

   2020Journal of Applied Clinical Medical Physics52 citations Open access

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4. OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines

   A. Babier, Rafid Mahmood, Binghao Zhang, V. G. Alves +55 more

   2022Physics in Medicine and Biology32 citations Open access

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5. MCDNet – A Denoising Convolutional Neural Network to Accelerate Monte Carlo Radiation Transport Simulations: A Proof of Principle With Patient Dose From X-Ray CT Imaging

   Zhao Peng, Hongming Shan, Tianyu Liu, X. Pei +2 more

   2019IEEE Access32 citations Open access

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6. A Review of Computational Phantoms for Quality Assurance in Radiology and Radiotherapy in the Deep-Learning Era

   Zhao Peng, N. Gao, Bing-Zhi Wu, Zhi Chen +1 more

   2022Journal of Radiation Protection and Research23 citations Open access

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7. Feasibility evaluation of PET scan-time reduction for diagnosing amyloid-β levels in Alzheimer's disease patients using a deep-learning-based denoising algorithm

   Zhao Peng, M. Ni, Hongming Shan, Yu Lu +7 more

   2021Comput. Biol. Medicine20 citations

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8. Development of a GPU-accelerated Monte Carlo dose calculation module for nuclear medicine, ARCHER-NM: demonstration for a PET/CT imaging procedure

   Zhao Peng, Yu Lu, Yao Xu, Yongzhe Li +7 more

   2021Physics in Medicine and Biology17 citations Open access

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9. Clinical application and improvement of a CNN‐based autosegmentation model for clinical target volumes in cervical cancer radiotherapy

   Yan-Kui Chang, Zhi Wang, Zhao Peng, Jie-Ping Zhou +3 more

   2021Journal of Applied Clinical Medical Physics15 citations Open access

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10. Deep learning for accelerating Monte Carlo radiation transport simulation in intensity-modulated radiation therapy

    Zhao Peng, Hongming Shan, Tianyu Liu, X. Pei +3 more

    201913 citations

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11. Weakly supervised learning-based 3D bladder reconstruction from 2D ultrasound images for bladder volume measurement.

    Zhao Peng, Hongming Shan, Xiao-Yu Yang, Shu-Zhou Li +5 more

    2023Medical Physics (Lancaster)6 citations

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12. A Method of Rapid Quantification of Patient-Specific Organ Dose for CT Using Coupled Deep Multi-Organ Segmentation Algorithms and GPU-accelerated Monte Carlo Dose Computing Code

    Zhao Peng, Xi Fang, Pingkun Yan, Hongming Shan +6 more

    20195 citations

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13. Data Augmentation for Training Deep Neural Networks

    Zhao Peng, Jie-Ping Zhou, Xi Fang, Pingkun Yan +4 more

    20214 citations

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14. Application of Deep-Learning Based Monte Carlo Denoising for Fast Radiation Treatment Dose Calculations

    Zhao Peng, Hongming Shan, Jie-Ping Zhou, X. Pei +2 more

    20212021 IEEE International Conference on Medical Imaging Physics and Engineering (ICMIPE)1 citations

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15. The study of automatic treatment planning of prostate cancer based on DVH prediction models of organs at risk

    Jie-Ping Zhou, Zhao Peng, Yuchen Song, X. Pei +5 more

    20190 citations

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