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For: Cai C, Hu T, Gong J, Huang D, Liu F, Fu C, Tong T. Multiparametric MRI-based radiomics signature for preoperative estimation of tumor-stroma ratio in rectal cancer. Eur Radiol 2020;31:3326-3335. [PMID: 33180166 DOI: 10.1007/s00330-020-07403-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 09/26/2020] [Accepted: 10/09/2020] [Indexed: 11/28/2022]
Number Cited by Other Article(s)
1
Cui Y, Zhao K, Meng X, Mao Y, Han C, Shi Z, Yang X, Tong T, Wu L, Liu Z. A computed tomography-based multitask deep learning model for predicting tumour stroma ratio and treatment outcomes in patients with colorectal cancer: a multicentre cohort study. Int J Surg 2024;110:2845-2854. [PMID: 38348900 PMCID: PMC11093466 DOI: 10.1097/js9.0000000000001161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 01/26/2024] [Indexed: 05/16/2024]
2
Lin X, Jiang H, Zhao S, Hu H, Jiang H, Li J, Jia F. MRI-based radiomics model for preoperative prediction of extramural venous invasion of rectal adenocarcinoma. Acta Radiol 2024;65:68-75. [PMID: 37097830 DOI: 10.1177/02841851231170364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
3
Yuan Z, Shu Z, Peng J, Wang W, Hou J, Han L, Zheng G, Wei Y, Zhong J. Prediction of postoperative liver metastasis in pancreatic ductal adenocarcinoma based on multiparametric magnetic resonance radiomics combined with serological markers: a cohort study of machine learning. Abdom Radiol (NY) 2024;49:117-130. [PMID: 37819438 DOI: 10.1007/s00261-023-04047-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 08/31/2023] [Accepted: 09/03/2023] [Indexed: 10/13/2023]
4
Bing X, Wang N, Li Y, Sun H, Yao J, Li R, Li Z, Ouyang A. The Value of Dual-Energy Computed Tomography-Based Radiomics in the Evaluation of Interstitial Fibers of Clear Cell Renal Carcinoma. Technol Cancer Res Treat 2024;23:15330338241235554. [PMID: 38404055 PMCID: PMC10896050 DOI: 10.1177/15330338241235554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 12/27/2023] [Accepted: 02/09/2024] [Indexed: 02/27/2024]  Open
5
Yao X, Ao W, Zhu X, Tian S, Han X, Hu J, Xu W, Mao G, Deng S. A novel radiomics based on multi-parametric magnetic resonance imaging for predicting Ki-67 expression in rectal cancer: a multicenter study. BMC Med Imaging 2023;23:168. [PMID: 37891502 PMCID: PMC10612175 DOI: 10.1186/s12880-023-01123-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 10/09/2023] [Indexed: 10/29/2023]  Open
6
Qu X, Zhang L, Ji W, Lin J, Wang G. Preoperative prediction of tumor budding in rectal cancer using multiple machine learning algorithms based on MRI T2WI radiomics. Front Oncol 2023;13:1267838. [PMID: 37941552 PMCID: PMC10628597 DOI: 10.3389/fonc.2023.1267838] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/10/2023] [Indexed: 11/10/2023]  Open
7
Dong WZ, Ni HL, Cai C. Predictive value of a nomogram based on DCE-MRI and DWI quantitative parameters and serum CEA level for risk of postoperative recurrence/metastasis of rectal cancer. Shijie Huaren Xiaohua Zazhi 2023;31:773-781. [DOI: 10.11569/wcjd.v31.i18.773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/21/2023] [Accepted: 09/21/2023] [Indexed: 09/28/2023]  Open
8
Kang W, Qiu X, Luo Y, Luo J, Liu Y, Xi J, Li X, Yang Z. Application of radiomics-based multiomics combinations in the tumor microenvironment and cancer prognosis. J Transl Med 2023;21:598. [PMID: 37674169 PMCID: PMC10481579 DOI: 10.1186/s12967-023-04437-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 08/12/2023] [Indexed: 09/08/2023]  Open
9
Zhang G, Xu Z, Zheng J, Wang M, Ren J, Wei X, Huan Y, Zhang J. Ultra-high b-Value DWI in predicting progression risk of locally advanced rectal cancer: a comparative study with routine DWI. Cancer Imaging 2023;23:59. [PMID: 37308941 DOI: 10.1186/s40644-023-00582-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 06/02/2023] [Indexed: 06/14/2023]  Open
10
Xue C, Zhou Q, Xi H, Zhou J. Radiomics: A review of current applications and possibilities in the assessment of tumor microenvironment. Diagn Interv Imaging 2023;104:113-122. [PMID: 36283933 DOI: 10.1016/j.diii.2022.10.008] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 10/06/2022] [Accepted: 10/13/2022] [Indexed: 12/24/2022]
11
Li Z, Zhang J, Zhong Q, Feng Z, Shi Y, Xu L, Zhang R, Yu F, Lv B, Yang T, Huang C, Cui F, Chen F. Development and external validation of a multiparametric MRI-based radiomics model for preoperative prediction of microsatellite instability status in rectal cancer: a retrospective multicenter study. Eur Radiol 2023;33:1835-1843. [PMID: 36282309 DOI: 10.1007/s00330-022-09160-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/27/2022] [Accepted: 08/29/2022] [Indexed: 11/30/2022]
12
Duan Z, Fang S, Hu J, Tao J, Zhang K, Deng X, Wang S, Liu Y. Correlation of Intravoxel Incoherent Motion and Diffusion Kurtosis MR Imaging Models With Reactive Stromal Grade in Prostate Cancer. J Magn Reson Imaging 2022. [DOI: 10.1002/jmri.28546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 11/16/2022] [Accepted: 11/17/2022] [Indexed: 11/30/2022]  Open
13
Endorectal Ultrasound Shear-Wave Elastography of Complex Rectal Adenoma and Early Rectal Cancer. Diagnostics (Basel) 2022;12:diagnostics12092166. [PMID: 36140566 PMCID: PMC9497521 DOI: 10.3390/diagnostics12092166] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 08/30/2022] [Accepted: 09/01/2022] [Indexed: 11/16/2022]  Open
14
Hu S, Xing X, Liu J, Liu X, Li J, Jin W, Li S, Yan Y, Teng D, Liu B, Wang Y, Xu B, Du X. Correlation between apparent diffusion coefficient and tumor-stroma ratio in hybrid 18F-FDG PET/MRI: preliminary results of a rectal cancer cohort study. Quant Imaging Med Surg 2022;12:4213-4225. [PMID: 35919050 PMCID: PMC9338373 DOI: 10.21037/qims-21-938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 05/17/2022] [Indexed: 11/06/2022]
15
Yuan J, Gong Z, Liu K, Song J, Wen Q, Tan W, Zhan S, Shen Q. Correlation between diffusion kurtosis and intravoxel incoherent motion derived (IVIM) parameters and tumor tissue composition in rectal cancer: a pilot study. Abdom Radiol (NY) 2022;47:1223-1231. [PMID: 35107589 DOI: 10.1007/s00261-022-03426-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 01/18/2022] [Accepted: 01/19/2022] [Indexed: 11/29/2022]
16
Zhang S, Yu M, Chen D, Li P, Tang B, Li J. Role of MRI‑based radiomics in locally advanced rectal cancer (Review). Oncol Rep 2021;47:34. [PMID: 34935061 PMCID: PMC8717123 DOI: 10.3892/or.2021.8245] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 11/29/2021] [Indexed: 12/12/2022]  Open
17
Meng Y, Zhang H, Li Q, Liu F, Fang X, Li J, Yu J, Feng X, Zhu M, Li N, Jing G, Wang L, Ma C, Lu J, Bian Y, Shao C. CT Radiomics and Machine-Learning Models for Predicting Tumor-Stroma Ratio in Patients With Pancreatic Ductal Adenocarcinoma. Front Oncol 2021;11:707288. [PMID: 34820324 PMCID: PMC8606777 DOI: 10.3389/fonc.2021.707288] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 10/18/2021] [Indexed: 12/18/2022]  Open
18
Assessment of MRI-Based Radiomics in Preoperative T Staging of Rectal Cancer: Comparison between Minimum and Maximum Delineation Methods. BIOMED RESEARCH INTERNATIONAL 2021;2021:5566885. [PMID: 34337027 PMCID: PMC8289571 DOI: 10.1155/2021/5566885] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 05/24/2021] [Accepted: 07/02/2021] [Indexed: 12/24/2022]
19
Almangush A, Alabi RO, Troiano G, Coletta RD, Salo T, Pirinen M, Mäkitie AA, Leivo I. Clinical significance of tumor-stroma ratio in head and neck cancer: a systematic review and meta-analysis. BMC Cancer 2021;21:480. [PMID: 33931044 PMCID: PMC8086072 DOI: 10.1186/s12885-021-08222-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 04/12/2021] [Indexed: 12/24/2022]  Open
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