Chen L - Search Results

1

Accurate segmenting of cervical tumors in PET imaging based on similarity between adjacent slices.

Chen L, Shen C, Zhou Z, Maquilan G, Thomas K, Folkert MR, Albuquerque K, Wang J. Chen L, et al. Comput Biol Med. 2018 Jun 1;97:30-36. doi: 10.1016/j.compbiomed.2018.04.009. Epub 2018 Apr 16. Comput Biol Med. 2018. PMID: 29684783 Free PMC article.

2

Material elemental decomposition in dual and multi-energy CT via a sparsity-dictionary approach for proton stopping power ratio calculation.

Shen C, Li B, Chen L, Yang M, Lou Y, Jia X. Shen C, et al. Among authors: chen l. Med Phys. 2018 Apr;45(4):1491-1503. doi: 10.1002/mp.12796. Epub 2018 Feb 23. Med Phys. 2018. PMID: 29405340 Free PMC article.

3

Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning.

Shen C, Gonzalez Y, Chen L, Jiang SB, Jia X. Shen C, et al. Among authors: chen l. IEEE Trans Med Imaging. 2018 Jun;37(6):1430-1439. doi: 10.1109/TMI.2018.2823679. IEEE Trans Med Imaging. 2018. PMID: 29870371 Free PMC article.

4

Predicting Lymph Node Metastasis in Head and Neck Cancer by Combining Many-objective Radiomics and 3-dimensioal Convolutional Neural Network through Evidential Reasoning.

Zhou Z, Chen L, Sher D, Zhang Q, Shah J, Pham NL, Jiang S, Wang J. Zhou Z, et al. Among authors: chen l. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:1-4. doi: 10.1109/EMBC.2018.8513070. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30440295 Free PMC article.

5

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. Zhong Y, et al. Among authors: chen l. Med Phys. 2019 May;46(5):2323-2329. doi: 10.1002/mp.13421. Epub 2019 Mar 12. Med Phys. 2019. PMID: 30714159 Free PMC article.

6

Combining many-objective radiomics and 3D 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 S, Wang J. Chen L, et al. Phys Med Biol. 2019 Mar 29;64(7):075011. doi: 10.1088/1361-6560/ab083a. Phys Med Biol. 2019. PMID: 30780137 Free PMC article.

7

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. Chen L, et al. Phys Med Biol. 2019 Apr 12;64(8):085019. doi: 10.1088/1361-6560/ab0b64. Phys Med Biol. 2019. PMID: 30818303 Free PMC article.

8

Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer.

Shen C, Gonzalez Y, Klages P, Qin N, Jung H, Chen L, Nguyen D, Jiang SB, Jia X. Shen C, et al. Among authors: chen l. Phys Med Biol. 2019 May 29;64(11):115013. doi: 10.1088/1361-6560/ab18bf. Phys Med Biol. 2019. PMID: 30978709 Free PMC article.

9

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 S. Liang X, et al. Among authors: chen l. Phys Med Biol. 2019 Jun 10;64(12):125002. doi: 10.1088/1361-6560/ab22f9. Phys Med Biol. 2019. PMID: 31108465

10

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 M, Ma J, Huang S, Jiang S, Wang J. Li S, et al. Among authors: chen l. Phys Med Biol. 2019 Sep 4;64(17):175012. doi: 10.1088/1361-6560/ab326a. Phys Med Biol. 2019. PMID: 31307017 Free PMC article.

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