Citation: | REN Jing, HE Yonglan, LI Yuan, CAO Ying, XIA Chen, XIANG Yang, XUE Huadan, JIN Zhengyu. The Value of Model Based on Radiomics Features of T2-weighted Imaging and Clinical Feature in Diagnosing the Depth of Stromal Invasion of Cervical Squamous Cell Carcinoma[J]. JOURNAL OF MECHANICAL ENGINEERING, 2021, 12(5): 705-712. doi: 10.12290/xhyxzz.2021-0437 |
[1] |
Small W, JR, Bacon MA, Bajaj A, et al. Cervical cancer: A global health crisis[J]. Cancer, 2017, 123: 2404-2412. doi: 10.1002/cncr.30667
|
[2] |
Lu X, Jiang L, Zhang L, et al. Immune Signature-Based Subtypes of Cervical Squamous Cell Carcinoma Tightly Associated with Human Papillomavirus Type 16 Expression, Molecular Features, and Clinical Outcome[J]. Neoplasia, 2019, 21: 591-601. doi: 10.1016/j.neo.2019.04.003
|
[3] |
Sedlis A, Bundy BN, Rotman MZ, et al. A randomized trial of pelvic radiation therapy versus no further therapy in selected patients with stage IB carcinoma of the cervix after radical hysterectomy and pelvic lymphadenectomy: A Gynecologic Oncology Group Study[J]. Gynecol Oncol, 1999, 73: 177-183. doi: 10.1006/gyno.1999.5387
|
[4] |
National Comprehensive Cancer Network. NCCN Clinical Practice Guidelines in Oncology. Cervical Cancer (Version 1.2021)[EB/OL]. (2020-1-14)[2021-8-26]. https://www.nccn.org/guidelines/guidelines-detail?category=1&id=1426.
|
[5] |
Chino J, Annunziata CM, Beriwal S, et al. Radiation Therapy for Cervical Cancer: Executive Summary of an ASTRO Clinical Practice Guideline[J]. Pract Radiat Oncol, 2020, 10: 220-234. doi: 10.1016/j.prro.2020.04.002
|
[6] |
Cibula D, Pötter R, Planchamp F, et al. The European Society of Gynaecological Oncology/European Society for Radiotherapy and Oncology/European Society of Pathology guidelines for the management of patients with cervical cancer[J]. Radiother Oncol, 2018, 127: 404-416. doi: 10.1016/j.radonc.2018.03.003
|
[7] |
Wu Q, Wang S, Chen X, et al. Radiomics analysis of magnetic resonance imaging improves diagnostic performance of lymph node metastasis in patients with cervical cancer[J]. Radiother Oncol, 2019, 138: 141-148. doi: 10.1016/j.radonc.2019.04.035
|
[8] |
Xiao M, Ma F, Li Y, et al. Multiparametric MRI-Based Radiomics Nomogram for Predicting Lymph Node Metastasis in Early-Stage Cervical Cancer[J]. J Magn Reson Imaging, 2020, 52: 885-896. doi: 10.1002/jmri.27101
|
[9] |
Li Z, Li H, Wang S, et al. MR-Based Radiomics Nomogram of Cervical Cancer in Prediction of the Lymph-Vascular Space Invasion preoperatively[J]. J Magn Reson Imaging, 2019, 49: 1420-1426. doi: 10.1002/jmri.26531
|
[10] |
Wu Q, Shi D, Dou S, et al. Radiomics Analysis of Multiparametric MRI Evaluates the Pathological Features of Cervical Squamous Cell Carcinoma[J]. J Magn Reson Imaging, 2019, 49: 1141-1148. doi: 10.1002/jmri.26301
|
[11] |
Bhatla N, Aoki D, Sharma DN, et al. Cancer of the cervix uteri[J]. Int J Gynecol Obstet, 2018, 143: 22-36. doi: 10.1002/ijgo.12611
|
[12] |
Allam M, Feely C, Millan D, et al. Depth of cervical stromal invasion as a prognostic factor after radical surgery for early stage cervical cancer[J]. Gynecol oncol, 2004, 93: 637-641. doi: 10.1016/j.ygyno.2004.02.029
|
[13] |
Bhatla N, Berek JS, Cuello Fredes M, et al. Revised FIGO staging for carcinoma of the cervix uteri[J]. Int J Gynaecol Obstet, 2019, 145: 129-135. doi: 10.1002/ijgo.12749
|
[14] |
Shu T, Zhao D, Li B, et al. Prognostic evaluation of postoperative adjuvant therapy for operable cervical cancer: 10 years' experience of National Cancer Center in China[J]. Chin J Cancer Res, 2017, 29: 510-520. doi: 10.21147/j.issn.1000-9604.2017.06.05
|
[15] |
Lakhman Y, Akin O, park KJ, et al. Stage IB1 cervical cancer: role of preoperative MR imaging in selection of patients for fertility-sparing radical trachelectomy[J]. Radiology, 2013, 269: 149-158. doi: 10.1148/radiol.13121746
|
[16] |
Landoni F, Colombo A, MIlani R, et al. Randomized study between radical surgery and radiotherapy for the treatment of stage IB-ⅡA cervical cancer: 20-year update[J]. J Gynecol Oncol, 2017, 28: e34. doi: 10.3802/jgo.2017.28.e34
|
[17] |
Moloney F, Ryan D, Twomey M, et al. Comparison of MRI and high-resolution transvaginal sonography for the local staging of cervical cancer[J]. J Clin Ultrasound, 2016, 44: 78-84. doi: 10.1002/jcu.22288
|
[18] |
朱汇慈, 曹崑, 李晓婷, 等. MRI评估早期宫颈癌间质浸润深度[J]. 中国医学影像技术, 2020, 36: 559-563. https://www.cnki.com.cn/Article/CJFDTOTAL-ZYXX202004020.htm
Zhu HC, Cao K, Li XT, et al. MRI assessment of eary cervical cancer invasion depth of stroma[J]. Zhongguo Yixue Yingxiang Jishu, 2020, 36: 559-563. https://www.cnki.com.cn/Article/CJFDTOTAL-ZYXX202004020.htm
|
[19] |
Epstein E, Testa A, Gaurilcikas A, et al. Early-stage cervical cancer: tumor delineation by magnetic resonance imaging and ultrasound - a European multicenter trial[J]. Gynecol Oncol, 2013, 128: 449-453. doi: 10.1016/j.ygyno.2012.09.025
|
[20] |
Xu D, Wang D, Wang S, et al. Correlation Between Squamous Cell Carcinoma Antigen Level and the Clinicopathological Features of Early-Stage Cervical Squamous Cell Carcinoma and the Predictive Value of Squamous Cell Carcinoma Antigen Combined With Computed Tomography Scan for Lymph Node Metastasis[J]. Int J Gynecol Cancer, 2017, 27: 1935-1942. doi: 10.1097/IGC.0000000000001112
|
[21] |
Liu S, Xia L, Yang Z, et al. The feasibility of (18)F-FDG PET/CT for predicting pathologic risk status in early-stage uterine cervical squamous cancer[J]. Cancer Imaging, 2020, 20: 63. doi: 10.1186/s40644-020-00340-z
|
[22] |
朱成功, 姜继勇, 张文清, 等. 术前血清鳞状细胞癌抗原水平对早期宫颈鳞癌淋巴结转移的预测价值[J]. 现代妇产科进展, 2020, 29: 896-900. https://www.cnki.com.cn/Article/CJFDTOTAL-XDFC202012004.htm
Zhu CG, Jiang JY, Zhang WQ, et al. Predictive value of preoperative serum squamous cell carcinoma antigen level for lymph node metastasis of early-stage cervical squamous cell carcinoma[J]. Xiandai Fuchanke Jinzhan, 2020, 29: 896-900. https://www.cnki.com.cn/Article/CJFDTOTAL-XDFC202012004.htm
|
[1] | LIU Xia, DAI Longhua, HUANG Zhen, et al. Gene Cloning and Enzymatic Properties of an Intracellular Maltogenic Amylase from Bacillus sp. B110[J]. Science and Technology of Food Industry, 2023, 44(10): 123−129. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022080183 |
[2] | XIU Weiye, LI Chenchen, YU Shiyou, et al. Research Progress on the Biological Function and Bioavailability Improvement of Carotenoids[J]. Science and Technology of Food Industry, 2023, 44(10): 406−415. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022060309 |
[3] | ZHOU Yali, YOU Xinyong, LI Xiaolong, et al. Effect of Dry Heat Treatment on the Structure of Quinoa Flour and Rheological Properties of Dough[J]. Science and Technology of Food Industry, 2023, 44(9): 74−80. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022060035 |
[4] | Shi ZY,Zhang BH,Sun JH,et al.Research advances on the role and mechanism of epidermal stem cells in skin wound repair[J].Chin J Burns Wounds,2022,38(9):854-858.DOI: 10.3760/cma.j.cn501120-20211109-00382. |
[5] | Sun LX,Wu S,Zhang XW,et al.Investigation on the growth factor regulatory network of dermal fibroblasts in mouse full-thickness skin defect wounds based on single-cell RNA sequencing[J].Chin J Burns Wounds,2022,38(7):629-639.DOI: 10.3760/cma.j.cn501225-20220215-00029.Moreau JM, Dhariwala MO, Gouirand V, et al. Regulatory T cells promote innate inflammation after skin barrier breach via TGF-β activation[J]. Sci Immunol,2021,6(62):eabg2329. DOI: 10.1126/sciimmunol.abg2329. |
[6] | M. Jiang, H. T. Zhou, X. S. Li, W. X. Fu, Y. F. Wang, and Y. S. Wang,Extreme transmission of elastic metasurface for deep subwavelength focusing. Acta Mech. Sin., 2022, 38, |
[7] | Chen XJ,Wu X,Lin HH,et al.Effects of methacrylic anhydride gelatin hydrogel loaded with silver and recombinant human basic fibroblast growth factor on deep partial-thickness burn wounds in rabbits[J].Chin J Burns Wounds,2022,38(7):640-649.DOI: 10.3760/cma.j.cn501120-20210726-00260. |
[8] | LIU Zhaorui, ZHANG Yilan, XIE Fengying, LIU Jie. Early Diagnosis Model of Mycosis Fungoides Based on Intelligent Analysis of Dermoscopic Images[J]. JOURNAL OF MECHANICAL ENGINEERING, 2021, 12(5): 689-697. doi: 10.12290/xhyxzz.2021-0496 |
[9] | SHI Zhenwei, LIU Zaiyi. Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging[J]. JOURNAL OF MECHANICAL ENGINEERING, 2021, 12(5): 599-601. doi: 10.12290/xhyxzz.2021-0507 |
[10] | HAN Xiaowei, LI Ming, ZHANG Bing. Application of Artificial Intelligence in Neuroimaging of Stroke[J]. JOURNAL OF MECHANICAL ENGINEERING, 2021, 12(5): 749-754. doi: 10.12290/xhyxzz.2021-0491 |
[11] | Multi-disciplinary Team for Rare Diseases, Peking Union Medical College Hospital. Consensus on the Treatment of Adrenocortical Carcinoma with Mitotane(2021)[J]. JOURNAL OF MECHANICAL ENGINEERING, 2021, 12(5): 674-683. doi: 10.12290/xhyxzz.2021-0554 |
[12] | SU Baiyan, QI Yafei, GUAN Hui, HE Yonglan, XUE Huadan, JIN Zhengyu. Texture Analysis of Sequential Images of T2-weighted Imaging and Diffusion-weighted Imaging for Predicting the Efficacy of Chemoradiotherapy in Cervical Squamous Cell Carcinoma[J]. JOURNAL OF MECHANICAL ENGINEERING, 2021, 12(5): 713-720. doi: 10.12290/xhyxzz.2021-0380 |
[13] | ZHANG Gumuyang, XU Lili, MAO Li, LI Xiuli, JIN Zhengyu, SUN Hao. CT-based Radiomics to Predict Recurrence of Bladder Cancer after Resection in One Year: A Preliminary Study[J]. JOURNAL OF MECHANICAL ENGINEERING, 2021, 12(5): 698-704. doi: 10.12290/xhyxzz.2021-0511 |
[14] | Mengxi JU, Xinwei LI, Zhangyong LI. Detection of white blood cells in microscopic leucorrhea images based on deep active learning[J]. JOURNAL OF MECHANICAL ENGINEERING, 2020, 37(3): 519-526. doi: 10.7507/1001-5515.201909040 |
[15] | Geer TIAN, Mingyue ZHAO, Junteng ZHOU, Yue QUAN, Wenchao WU, Xiaojing LIU. The potential role of calnexin in the activation of cardiac fibroblasts[J]. JOURNAL OF MECHANICAL ENGINEERING, 2020, 37(3): 450-459. doi: 10.7507/1001-5515.202001052 |
[16] | Lu SHEN, Qianting WANG, Jun SHI. Single-modal neuroimaging computer aided diagnosis for schizophrenia based on ensemble learning using privileged information[J]. JOURNAL OF MECHANICAL ENGINEERING, 2020, 37(3): 405-411, 418. doi: 10.7507/1001-5515.201905029 |
[17] | YangHong HOU, ZhiHong KANG, ChenJun ZHAO, XuDong YU, EnBo WANG. |
[18] | FengFeng LI, Rui GUO, LiFeng LIU, YiChang YU, ShiQi SONG. |
[19] | Yue CHEN, Qin LI, Jie ZHANG, Rui GU, Kai LI, Gang ZHAO, Hang YUAN, Tianyu FENG, Deqiong OU, Ping LIN. Increased TRIM5 is associated with a poor prognosis and immune infiltration in glioma patients[J]. JOURNAL OF MECHANICAL ENGINEERING, 2020, 37(3): 469-479. doi: 10.7507/1001-5515.202004064 |
[20] | Bowen XU, Jia HE, Wenbo GAO, Guanyue SU, Xiaoheng LIU, Yang SHEN. Effect of conditioned medium of vascular endothelial cells on the epithelial-mesenchymal transition of hepatocellular carcinoma cells[J]. JOURNAL OF MECHANICAL ENGINEERING, 2020, 37(3): 442-449. doi: 10.7507/1001-5515.201907041 |