Ren G - Search Results

1

Quantitative texture analysis using machine learning for predicting interpretable pulmonary perfusion from non-contrast computed tomography in pulmonary embolism patients.

Li Z, Zhao M, Li Z, Huang YH, Chen Z, Pu Y, Zhao M, Liu X, Wang M, Wang K, Yeung MHY, Geng L, Cai J, Zhang W, Yang R, Ren G. Li Z, et al. Among authors: ren g. Respir Res. 2024 Oct 28;25(1):389. doi: 10.1186/s12931-024-03004-9. Respir Res. 2024. PMID: 39468714 Free PMC article.

2

Respiratory Invariant Textures From Static Computed Tomography Scans for Explainable Lung Function Characterization.

Huang YH, Teng X, Zhang J, Chen Z, Ma Z, Ren G, Kong FS, Ge H, Cai J. Huang YH, et al. Among authors: ren g. J Thorac Imaging. 2023 Sep 1;38(5):286-296. doi: 10.1097/RTI.0000000000000717. Epub 2023 May 29. J Thorac Imaging. 2023. PMID: 37265243

3

Deep Learning-Based Computed Tomography Perfusion Mapping (DL-CTPM) for Pulmonary CT-to-Perfusion Translation.

Ren G, Zhang J, Li T, Xiao H, Cheung LY, Ho WY, Qin J, Cai J. Ren G, et al. Int J Radiat Oncol Biol Phys. 2021 Aug 1;110(5):1508-1518. doi: 10.1016/j.ijrobp.2021.02.032. Epub 2021 Mar 6. Int J Radiat Oncol Biol Phys. 2021. PMID: 33689853

4

Volumetric multiphase ventilation imaging based on four-dimensional computed tomography for functional lung avoidance radiotherapy.

Huang YH, Ren G, Xiao H, Yang D, Kong FS, Ho WY, Cai J. Huang YH, et al. Among authors: ren g. Med Phys. 2022 Nov;49(11):7237-7246. doi: 10.1002/mp.15847. Epub 2022 Jul 22. Med Phys. 2022. PMID: 35841346

5

A super-voxel-based method for generating surrogate lung ventilation images from CT.

Chen Z, Huang YH, Kong FM, Ho WY, Ren G, Cai J. Chen Z, et al. Among authors: ren g. Front Physiol. 2023 Apr 26;14:1085158. doi: 10.3389/fphys.2023.1085158. eCollection 2023. Front Physiol. 2023. PMID: 37179833 Free PMC article.

6

Deep learning-based bronchial tree-guided semi-automatic segmentation of pulmonary segments in computed tomography images.

Chen Z, Wo BWB, Chan OL, Huang YH, Teng X, Zhang J, Dong Y, Xiao L, Ren G, Cai J. Chen Z, et al. Among authors: ren g. Quant Imaging Med Surg. 2024 Feb 1;14(2):1636-1651. doi: 10.21037/qims-23-1251. Epub 2024 Jan 2. Quant Imaging Med Surg. 2024. PMID: 38415134 Free PMC article.

7

Automatic planning for functional lung avoidance radiotherapy based on function-guided beam angle selection and plan optimization.

Xiong T, Zeng G, Chen Z, Huang YH, Li B, Zhou D, Liu X, Sheng Y, Ren G, Wu QJ, Ge H, Cai J. Xiong T, et al. Among authors: ren g. Phys Med Biol. 2024 Jul 17;69(15). doi: 10.1088/1361-6560/ad5ef5. Phys Med Biol. 2024. PMID: 38959907

8

Non-contrasted computed tomography (NCCT) based chronic thromboembolic pulmonary hypertension (CTEPH) automatic diagnosis using cascaded network with multiple instance learning.

Zhao M, Song L, Zhu J, Zhou T, Zhang Y, Chen SC, Li H, Cao D, Jiang YQ, Ho W, Cai J, Ren G. Zhao M, et al. Among authors: ren g. Phys Med Biol. 2024 Sep 13;69(18). doi: 10.1088/1361-6560/ad7455. Phys Med Biol. 2024. PMID: 39191289

9

Motion and anatomy dual aware lung ventilation imaging by integrating Jacobian map and average CT image using dual path fusion network.

Ma P, Chen Z, Huang YH, Zhao M, Li W, Li H, Cao D, Jiang YQ, Zhou T, Cai J, Ren G. Ma P, et al. Among authors: ren g. Med Phys. 2024 Oct 21. doi: 10.1002/mp.17466. Online ahead of print. Med Phys. 2024. PMID: 39432032

10

A Transfer Learning Framework for Deep Learning-Based CT-to-Perfusion Mapping on Lung Cancer Patients.

Ren G, Li B, Lam SK, Xiao H, Huang YH, Cheung AL, Lu Y, Mao R, Ge H, Kong FS, Ho WY, Cai J. Ren G, et al. Front Oncol. 2022 Jul 1;12:883516. doi: 10.3389/fonc.2022.883516. eCollection 2022. Front Oncol. 2022. PMID: 35847874 Free PMC article.

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