Education

Undergraduate
Univ of Sci and Tech of China (2001), Physics
Undergraduate
University of Science Technolo (2001), Physics
Graduate School
SUNY at Stony Brook (2003), Physics
Graduate School
SUNY at Stony Brook (2006), Physics

Research Interest

  • Cone-beam computed tomography
  • Image-guided radiation therapy
  • Machine learning and outcome prediction
  • Medical imaging processing
  • Segmentation and classification

Publications

Featured Publications LegendFeatured Publications

Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features.
Li S, Xu P, Li B, Chen L, Zhou Z, Hao H, Duan Y, Folkert MR, Ma J, Huang S, Jiang SB, Wang J, Phys Med Biol 2019 Jul
Enhancing liver tumor localization accuracy by prior-knowledge-guided motion modeling and a biomechanical model.
Zhang Y, Folkert MR, Huang X, Ren L, Meyer J, Tehrani JN, Reynolds R, Wang J, Quant Imaging Med Surg 2019 Jul 9 7 1337-1349
Dosimetric evaluation of 4D-CBCT reconstructed by Simultaneous Motion Estimation and Image Reconstruction (SMEIR) for carbon ion therapy of lung cancer.
Shrestha D, Tsai MY, Qin N, Zhang Y, Jia X, Wang J, Med Phys 2019 Jul
Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy.
Liang X, Chen L, Nguyen D, Zhou Z, Gu X, Yang M, Wang J, Jiang SB, Phys Med Biol 2019 May
Automatic PET cervical tumor segmentation by combining deep learning and anatomic prior.
Chen L, Shen C, Zhou Z, Maquilan G, Albuquerque K, Folkert MR, Wang J Phys Med Biol 2019 Feb
Combining many-objective radiomics and 3-dimensional convolutional neural network through evidential reasoning to predict lymph node metastasis in head and neck cancer.
Chen L, Zhou Z, Sher D, Zhang Q, Shah J, Pham NL, Jiang SB, Wang J Phys Med Biol 2019 Feb
Multi-objective based radiomic feature selection for lesion malignancy classification.
Zhou Z, Li S, Qin G, Folkert M, Jiang S, Wang J, IEEE J Biomed Health Inform 2019 Feb
Technical Note: Deriving ventilation imaging from 4DCT by deep convolutional neural network.
Zhong Y, Vinogradskiy Y, Chen L, Myziuk N, Castillo R, Castillo E, Guerrero T, Jiang S, Wang J Med Phys 2019 Feb
Structure tensor total variation for CBCT reconstruction.
Tan X, Xiang K, Liu L, Wang J, Tan S J Xray Sci Technol 2019 Feb
4D liver tumor localization using cone-beam projections and a biomechanical model.
Zhang Y, Folkert MR, Li B, Huang X, Meyer JJ, Chiu T, Lee P, Tehrani JN, Cai J, Parsons D, Jia X, Wang J Radiother Oncol 2018 Nov

Honors & Awards

  • American Cancer Society Research Scholar
    ACS (2013)
  • CPRIT Individual Investigator Award
    CPRIT (2012)
  • AAPM Annual Meeting Travel Grant
    ASTRO (2008)
  • Prostate Cancer Training Award
    Department of Defense (2008)
  • ASTRO Annual Meeting Travel Grant
    ASTRO (2007)

Professional Associations/Affiliations

  • Biomedical Engineering Graduate Program (2013)