- Univ of Sci and Tech of China (2001), Physics
- University of Science Technolo (2001), Physics
- Graduate School
- SUNY at Stony Brook (2003), Physics
- Graduate School
- SUNY at Stony Brook (2006), Physics
- Cone-beam computed tomography
- Image-guided radiation therapy
- Machine learning and outcome prediction
- Medical imaging processing
- Segmentation and classification
- 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
- CPRIT Individual Investigator Award
- AAPM Annual Meeting Travel Grant
- Prostate Cancer Training Award
Department of Defense (2008)
- ASTRO Annual Meeting Travel Grant
- Biomedical Engineering Graduate Program (2013)