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Establishment of Risk Prediction Model and Nomogram for Lymph Node Metastasis of Cervical Cancer: Based on SEER Database
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作者 Sufei Wang Shiwei Li +1 位作者 Yong Chen Ya Zhang 《Yangtze Medicine》 2023年第2期105-115,共11页
Objective: To predict the risk factors of lymph node metastasis in cervical cancer by using large sample clinical data, and to construct and verify the nomogram for predicting lymph node metastasis. Methods: A total o... Objective: To predict the risk factors of lymph node metastasis in cervical cancer by using large sample clinical data, and to construct and verify the nomogram for predicting lymph node metastasis. Methods: A total of 5940 patients with cervical cancer from 2004 to 2015 in the National Cancer Institute Surveillance Epidemiology and End Results database were retrospectively screened and randomly assigned to training group (n = 4172) and validation group (n = 1768). Multivariate Logistic regression analysis was used, and the optimal model was selected according to AIC or BIC and likelihood ratio test, and a nomogram was drawn. The accuracy and robustness of the prediction model were evaluated in three aspects: discrimination, calibration and clinical net benefit. Results: The prediction model based on race, tumor tissue differentiation degree, tumor histopathological type, distant metastasis of tumor, tumor diameter and other risk factors was successfully established and a nomogram was constructed. The AUCs of training group and validation group were: 0.736 and 0.714, respectively. And the p-values of the Hosmer-Lemeshow test were 0.28 and 0.11, respectively. The calibration curve was in good agreement with the ideal curve. It had high accuracy and applicability after internal verification. Conclusion: A prediction model is constructed based on the risk factors of lymph node metastasis of cervical cancer. The nomogram has a good effective prediction and can provide a theoretical basis for clinicians to assess the disease quickly before surgery. 展开更多
关键词 cervical Cancer lymph node metastasis SEER Database Logistic Regression NOMOGRAM
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Value of contrast-enhanced ultrasound combined with elastography in evaluating cervical lymph node metastasis in papillary thyroid carcinoma 被引量:19
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作者 Wei Jiang Hong-Yan Wei +1 位作者 Hai-Yan Zhang Qiu-Luan Zhuo 《World Journal of Clinical Cases》 SCIE 2019年第1期49-57,共9页
BACKGROUND Cervical lymph node metastasis in papillary thyroid carcinoma(PTC) affects the treatment and prognosis of patients. Ultrasound is a common imaging method for detecting cervical lymph nodes in PTC patients; ... BACKGROUND Cervical lymph node metastasis in papillary thyroid carcinoma(PTC) affects the treatment and prognosis of patients. Ultrasound is a common imaging method for detecting cervical lymph nodes in PTC patients; however, it is not accurate in determining lymph node metastasis.AIM To evaluate the value of contrast-enhanced ultrasound combined with elastography in evaluating cervical lymph node metastasis in PTC.METHODS A total of 94 patients with PTC were recruited. According to pathological results,lymph nodes were divided into two groups: metastatic group(n = 50) and reactive group(n = 63). The routine ultrasound findings, contrast-enhanced ultrasound and elastography data were recorded and compared. Logistic regression was used to generate predictive probability distributions for the diagnosis of lymph node metastasis with different indicators. Receiver operating characteristic curve analysis was used to test the efficacy of contrast-enhanced ultrasound combined with elastography based on routine ultrasound in evaluating PTC cervical lymph node metastasis.RESULTS The ratio of long diameter/short diameter(L/S) ≤ 2, irregular marginal morphology, missing lymphatic portal, peripheral or mixed blood flow distribution, peak intensity(PI), non-uniform contrast distribution and elasticity score in the metastatic group were significantly higher than those in the reactive group(P < 0.05). L/S ratio, missing lymphatic portal, PI and elasticity score had a significant influence on the occurrence of PTC cervical lymph node metastasis(P< 0.05). Furthermore, the area under the curve(AUC) for lymph node metastasis diagnosed using the combination of PI ratio, elasticity score, missing lymphatic portal and LS was 0.936, which was significantly higher than the AUC for PI ratio alone. The difference was statistically significant(P < 0.05). The fitting equation for the combined diagnosis was logit(P) =-12.341 + 1.482 × L/S ratio + 3.529 ×missing lymphatic portal + 0.392 × PI + 3.288 × elasticity score.CONCLUSION Based on the gray-scale ultrasound, the combination of contrast-enhanced ultrasound and elastography can accurately assess PTC cervical lymph node metastasis. 展开更多
关键词 CONTRAST-ENHANCED ultrasound ELASTOGRAPHY PAPILLARY THYROID cancer cervical lymph node metastasis
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Relationship between Expression of Vascular Endothelial Growth Factor and Cervical Lymph Node Metastasis in Papillary Thyroid Cancer: A Meta-analysis 被引量:11
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作者 黄晓庆 何文山 +2 位作者 张惠琼 杨瑞 黄韬 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2017年第5期661-666,共6页
The aim of the present study was to examine the relationship between the protein expression of vascular endothelial growth factor(VEGF) and lymph node metastasis(LNM) in papillary thyroid cancer(PTC). VEGF-related art... The aim of the present study was to examine the relationship between the protein expression of vascular endothelial growth factor(VEGF) and lymph node metastasis(LNM) in papillary thyroid cancer(PTC). VEGF-related articles that had been published until August 2016 were searched from the Pub Med, EMBASE, and MEDLINE to identify the risk factors of LNM in PTC. Rev Man 5.3 software was used for the meta-analysis. Finally, 9 articles met the inclusion criteria and were included in our meta-analysis. LNM was found to be present in 176 of 318 patients(57.8%) with high VEGF expression and in 71 of 159 patients(47.0%) with low VEGF expression. The overall OR was 2.81(95% confidence interval, 1.49–5.29). LNM occurred more frequently in patients with high VEGF expression than in those with low VEGF expression(P=0.001). Heterogeneity was markedly decreased in the subgroup analyses of LNM in terms of the patients' country of origin and the detection methods. Our meta-analysis concluded that the VEGF protein expression is associated with LNM in PTC. 展开更多
关键词 vascular endothelial growth factor cervical lymph node metastasis papillary thyroid cancer META-ANALYSIS
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Clinical and Sonographic Assessment of Cervical Lymph Node Metastasis in Papillary Thyroid Carcinoma 被引量:13
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作者 吴奇 张懿敏 +6 位作者 孙思 李娟娟 吴娟 李祥 朱珊 魏文 孙圣荣 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2016年第6期823-827,共5页
The purpose of this study was to assess the differences in clinical and sonographic features of papillary thyroid carcinoma(PTC) between cervical lymph node metastatic(CLNM) and nonmetastatic groups.Clinical data of P... The purpose of this study was to assess the differences in clinical and sonographic features of papillary thyroid carcinoma(PTC) between cervical lymph node metastatic(CLNM) and nonmetastatic groups.Clinical data of PTC patients(414 patients with 624 malignant nodules) who underwent a preoperative ultrasonography and surgery between June 2010 and March 2015 at Renmin Hospital of Wuhan University were retrospectively analyzed.Clinical factors,preoperative ultrasound features and the final pathological findings were obtained.The differences in the sonographic features of PTC between the CLNM group and the non-CLNM group were analyzed.There were 187 CLNM and 227 non-CLNM patients.The median age at the diagnosis of this cohort was 45.4 years old(ranging from 18 to 77 years).Ultrasonographic parameters that were significantly associated with CLNM [OR=2.569(1.502,4.393),P<0.001)] were as follows:the mulifocality of the nodules,size over 2 cm,the presence of microcalcifications,the distance ratio(DR) pattern showing the contact of the nodules with the thyroid capsule,and the extracapsular spread of the nodules.No significant differences in age,gender,thyroid stimulating hormone(TSH) levels and other ultrasonography parameters were found between the CLNM and the non-CLNM groups.Therefore,our results suggest that a larger size,microcalcifications,mulifocality,and the DR pattern showing the contact of the nodules with the thyroid capsule and extracapsular spread are significantly more indicative of CLNM in PTC. 展开更多
关键词 clinical and sonographic assessment papillary thyroid carcinoma cervical lymph node metastasis
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Separate lateral parametrial lymph node dissection improves detection rate of parametrial lymph node metastasis in early-stage cervical cancer: 10-year clinical evaluation in a single center in China 被引量:7
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作者 Dan Zhao Bin Li +6 位作者 Shan Zheng Zhengjie Ou Yanan Zhang Yating Wang Shuanghuan Liu Gongyi Zhang Guangwen Yuan 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2020年第6期804-814,共11页
Objective: To investigate the clinical significance of separate lateral parametrial lymph node dissection(LPLND) in improving parametrial lymph node(PLN) and its metastasis detection rate during radical hysterectomy f... Objective: To investigate the clinical significance of separate lateral parametrial lymph node dissection(LPLND) in improving parametrial lymph node(PLN) and its metastasis detection rate during radical hysterectomy for early-stage cervical cancer.Methods: From July 2007 to August 2017, 2,695 patients with cervical cancer in stage IB1-IIA2 underwent radical hysterectomy were included. Of these patients, 368 underwent separate dissection of PLNs using the LPLND method, and 2,327 patients underwent conventional radical hysterectomy(CRH). We compared the surgical parameters, PLN detection rate and PLN metastasis rate between the two groups.Results: Compared with CRH group, the rate of laparoscopic surgery was higher(60.3% vs. 15.9%, P<0.001),and the blood transfusion rate was lower(19.0% vs. 29.0%, P<0.001) in the LPLND group. PLNs were detected in 356 cases(96.7%) in the LPLND group, and 270 cases(11.6%) in the CRH group(P<0.001), respectively. The number of PLNs detected in the LPLND group was higher than that in the CRH group(median 3 vs. 1, P<0.001).The PLN metastases were detected in 25 cases(6.8%) in the LPLND group, and 18 cases(0.8%) in the CRH group(P<0.001), respectively. In multivariable analysis, LPLND is an independent factor not only for PLN detection [odds ratio(OR)=228.999, 95% confidence interval(95% CI): 124.661-420.664;P<0.001], but also for PLN metastasis identification(OR=10.867, 95% CI: 5.381-21.946;P<0.001).Conclusions: LPLND is feasible and safe. The surgical method significantly improves the detection rate of PLN and avoids omission of PLN metastasis during radical hysterectomy for early-stage cervical cancer. 展开更多
关键词 cervical neoplasm radical hysterectomy parametrectomy parametrial lymph nodes lymph node excision lymphatic metastasis
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Progress in the Study of Lymph Node Metastasis in Early-stage Cervical Cancer 被引量:34
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作者 Bang-xing HUANG Fang FANG 《Current Medical Science》 SCIE CAS 2018年第4期567-574,共8页
关键词 淋巴结 宫颈癌 治疗方法 临床分析
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Comparison of efficacy and safety between late-course and simultaneous integrated dose-increasing intensity-modulated radiation therapy for cervical cancer complicated with pelvic lymph node metastasis 被引量:1
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作者 Yi Cheng Nan Huang +3 位作者 Jing Zhao Jianhua Wang Chen Gong Kai Qin 《Oncology and Translational Medicine》 2019年第1期25-29,共5页
Objective This study aimed to compare and analyze the clinical efficacy and safety of late-course and simultaneous integrated dose-increasing intensity-modulated radiation therapy(IMRT) for cervical cancer complicated... Objective This study aimed to compare and analyze the clinical efficacy and safety of late-course and simultaneous integrated dose-increasing intensity-modulated radiation therapy(IMRT) for cervical cancer complicated with pelvic lymph node metastasis. Methods Sixty patients with cervical cancer complicated with pelvic lymph node metastasis who were admitted to our hospital from January 2013 to January 2015 were enrolled. The patients were randomly divided into the late-course dose-increasing IMRT group and the simultaneous integrated dose-increasing IMRT group, with 30 cases included in each group, respectively. All patients were concurrently treated with cisplatin. After treatment, the clinical outcomes of the two groups were compared. Results The remission rate of symptoms in the simultaneous integrated dose-increasing IMRT group was significantly higher than that in the late-course dose-increasing IMRT group(P < 0.05). The follow-up results showed that the overall survival time, progression-free survival time, and distant metastasis time of patients in the simultaneous integrated dose-increasing IMRT group were significantly longer than those in the late-course dose-increasing IMRT group(P < 0.05). The recurrent rate of lymph nodes in the radiation field in the simultaneous integrated dose-increasing IMRT group was significantly lower(P < 0.05) than in the late-course dose-increasing IMRT group. There was no significant difference in the incidence of cervical and vaginal recurrence and distant metastasis between the two groups(P > 0.05). The radiation doses of Dmax in the small intestine, D1 cc(the minimum dose to the 1 cc receiving the highest dose) in the bladder, and Dmax in the rectum in the simultaneous integrated dose-increasing IMRT group were significantly lower(P < 0.05) than in the late-course dose-increasing IMRT group. There was no significant difference in intestinal D2 cc(the minimum dose to the 2 cc receiving the highest dose) between the two groups(P > 0.05). The incidence of bone marrow suppression in the simultaneous integrated dose-increasing IMRT group was significantly lower(P < 0.05) than in the late-course dose-increasing IMRT group.Conclusion The application of simultaneous integrated dose-increasing IMRT in the treatment of cervical cancer patients complicated with pelvic lymph node metastasis can significantly control tumor progression, improve the long-term survival time, and postpone distant metastasis time with high safety. 展开更多
关键词 simultaneous integrated dose-increasing INTENSITY-MODULATED radiation therapy late-course dose-increasing INTENSITY-MODULATED radiation therapy cervical cancer COMPLICATED with pelvic lymph node metastasis clinical efficacy safety
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OCCULT CERVICAL METASTASIS OF SQUAMOUS CELL CARCINOMA OF TONGUE AMONG CN0 PATIENTS AND ITS TREATMENT 被引量:1
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作者 魏远坚 胡顺广 +3 位作者 廖贵清 郭海鹏 林嘉旭 邱月燕 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2005年第3期227-229,共3页
Objective: To explore the treatment of clinically negative neck (CN0) patients with squamous cell carcinoma of the tongue. Methods: 165 CN0 patients with squamous cell carcinoma of the tongue from 1985 to 2002 were in... Objective: To explore the treatment of clinically negative neck (CN0) patients with squamous cell carcinoma of the tongue. Methods: 165 CN0 patients with squamous cell carcinoma of the tongue from 1985 to 2002 were investigated retrospectively. Parts of the patients staged at T1, T2 and T3 underwent resection of primary lesion followed by neck observation, and other patients staged above T2 or at T1 but without follow-up were treated with elective neck dissection (END). All patients were followed up for more than 3 y or until their death. Results: Lymphatic metastasis was identified histologically after operation in 33 of 120 patients treated with END, and 9 of 45 patients treated with resection of primary lesion alone. The overall rate of occult lymphatic metastasis was 25.45%, which increased with the elevating of clinical T stage. The overall rate of neck uncontrolled death was 20.00% for observation group and 5.00% for END group, and significant difference was found between them (P<0.05). For T1 patients in the two groups, the rate of neck uncontrolled death was 7.71% and 4.00% respectively, and no significance was found between them (P>0.05). When stage T2 and T3 were considered as middle stage together, significant difference (P<0.05) could be obtained between observation (70.00%) and END group (0%). Conclusion: The occult metastasis rate of squamous cell carcinoma of tongue increases with the elevating of clinical stage, and elective neck dissection could be considered for N0 patients staged over T2 to improve neck control and survival rate; and regional resection alone of primary lesion could be considered for T1N0 patients to improve quality of life if closely followed up is conducted. 展开更多
关键词 子宫肿瘤 肿瘤转移 鳞状细胞癌 舌头 治疗方法
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Prognostic factors affecting disease-free survival in stage Ⅰ B and Ⅱ A cervical cancer patients undergoing radical hysterectomy and pelvic-paraaortic lymphadenectomy 被引量:1
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作者 WU Su-hui ZHANG Jing LI Ying SHANG Hai-xia 《山西医科大学学报》 CAS 2009年第9期841-844,共4页
关键词 子宫颈癌 病灶 症状 预后 生存率
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基于超声造影特征构建列线图预测甲状腺微小乳头状癌颈淋巴结转移风险
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作者 丁姣姣 韩伟 +1 位作者 高军喜 宋涛 《新疆医科大学学报》 CAS 2024年第1期39-45,50,共8页
目的通过分析甲状腺微小乳头状癌(papillary thyroid microcarcinoma,PTMC)患者临床资料、结节超声和超声造影(contrast-enhanced ultrasound,CEUS)特征建立预测颈淋巴结转移(lymph node metastasis,LNM)风险的列线图模型,为合理规范的... 目的通过分析甲状腺微小乳头状癌(papillary thyroid microcarcinoma,PTMC)患者临床资料、结节超声和超声造影(contrast-enhanced ultrasound,CEUS)特征建立预测颈淋巴结转移(lymph node metastasis,LNM)风险的列线图模型,为合理规范的临床决策提供依据。方法回顾性分析2020年12月1日至2021年12月31日在新疆医科大学第一附属医院行甲状腺手术治疗的PTMC患者404个结节临床资料,应用随机函数按照7∶3分为建模组(n=282)与验证组(n=122)。应用Logistic回归分析筛选PTMC颈淋巴结转移的独立相关因素,构建列线图,以曲线下面积(area under curve,AUC)评估模型诊断效能,应用验证组数据进行外部验证。结果构建模型显示结节边缘、声晕、多灶性、包膜下生长或侵犯包膜、消退模式是颈淋巴结转移的危险因素(P<0.05);建模组AUC为0.747(0.690~0.804),最佳cut-off值为0.430,灵敏度0.65,特异度0.73;验证组AUC为0.778(0.697~0.860),最佳cut-off值为0.419,灵敏度0.64,特异度0.81。结论本研究构建的列线图可个体化预测PTMC颈淋巴结转移的风险,超声和超声造影特征有助于指导高风险人群的临床决策。 展开更多
关键词 列线图 甲状腺微小乳头状癌 淋巴结转移 超声造影
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单侧甲状腺乳头状癌伴同侧颈侧区淋巴结转移患者发生对侧中央区淋巴结转移的影响因素
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作者 程剑峰 周琰 +1 位作者 汤铖 黄政坤 《中华老年多器官疾病杂志》 2024年第1期54-58,共5页
目的探讨伴同侧颈侧区淋巴结转移(LLNM)的单侧甲状腺乳头状癌(PTC)患者对侧中央区淋巴结(Cont-CLNs)转移的影响因素。方法选取2018年7月至2022年7月江苏省原子医学研究所附属江原医院收治的LLNM-PTC患者127例,根据其是否发生Cont-CLNs转... 目的探讨伴同侧颈侧区淋巴结转移(LLNM)的单侧甲状腺乳头状癌(PTC)患者对侧中央区淋巴结(Cont-CLNs)转移的影响因素。方法选取2018年7月至2022年7月江苏省原子医学研究所附属江原医院收治的LLNM-PTC患者127例,根据其是否发生Cont-CLNs转移,分成转移组(n=68)和非转移组(n=59)。收集患者的资料,包括性别、年龄、肿瘤大小、肿瘤回声、血流信号、有无微钙化、肿瘤数量、病变腺叶、结节性甲状腺囊肿、被膜侵犯、有无桥本甲状腺炎以及患侧中央区淋巴结、气管前淋巴结与喉前淋巴结转移发生率与术后并发症情况。采用二元logistic回归模型分析LLNM-PTC患者发生Cont-CLNs转移的影响因素。采用SPSS 20.0软件进行数据分析。根据数据类型,组间比较分别采用t检验及χ^(2)检验。结果转移组男性、微钙化、多发性肿瘤、被膜侵犯占比分别为75.00%(51/68)、47.06%(32/68)、55.88%(38/68)、47.06%(32/68),高于非转移组的37.29%(22/59)、16.95%(10/59)、18.64%(11/59)、15.25%(9/59),且转移组肿瘤最大径大于非转移组(P<0.05)。转移组患侧中央区淋巴结、气管前淋巴结、喉前淋巴结转移率分别为51.47%(35/68)、44.12%(30/68)、50.00%(34/68),高于非转移组的20.34%(12/59)、15.25%(9/59)、16.95%(10/59),差异有统计学意义(P<0.05)。二元logistic回归分析显示,男性、肿瘤太大、微钙化、多发性肿瘤、被膜侵犯、患侧中央区淋巴结转移、气管前淋巴结转移、喉前淋巴结转移是患者发生Cont-CLNs转移的独立危险因素,差异有统计学意义(P<0.05)。结论LLNM-PTC患者发生Cont-CLNs转移受多种因素影响,包括性别、肿瘤大小、微钙化、肿瘤数量、被膜侵犯以及患侧中央区、气管前、喉前的淋巴结转移,日后诊疗中需引起重视。 展开更多
关键词 甲状腺乳头状癌 颈侧区淋巴结转移 对侧中央区淋巴结转移 影响因素
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超声及血清CK-19、Galectin-3、miRNA-363联合诊断PTMC颈部淋巴结转移的临床价值
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作者 郭迎 刘力 郭军 《临床和实验医学杂志》 2024年第3期313-317,共5页
目的 研究超声及血清细胞角蛋白19(CK-19)、半乳糖凝集素3(Galectin-3)及微小核糖核酸-363(miRNA-363)联合诊断甲状腺微小乳头状癌(PTMC)颈部淋巴结转移(CLNM)的临床价值。方法 回顾性选取2021年7月至2023年6月在天津市环湖医院诊断的P... 目的 研究超声及血清细胞角蛋白19(CK-19)、半乳糖凝集素3(Galectin-3)及微小核糖核酸-363(miRNA-363)联合诊断甲状腺微小乳头状癌(PTMC)颈部淋巴结转移(CLNM)的临床价值。方法 回顾性选取2021年7月至2023年6月在天津市环湖医院诊断的PTMC患者92例纳入研究组,选择同期本院收治的结节性微小甲状腺肿患者92例纳入对照组。观察两组病灶情况及超声特点;比较两组血清CK-19、Galectin-3、miRNA-363水平,研究组是否发生CLNM患者病灶超声特点及血清CK-19、Galectin-3、miRNA-363水平。分析PTMC~CLNM超声特点与血清CK-19、Galectin-3、miRNA-363水平的相关性。结果 研究组多枚病灶、病灶>0.5 mm、病灶纵横比≥1、病灶形态不规则、病灶边缘模糊、病灶微钙化、病灶低回声、淋巴结肿大占比分别为70.65%、71.74%、82.61%、61.96%、72.83%、80.43%、84.78%、70.65%,均大于对照组(31.52%、52.17%、27.17%、25.00%、19.57%、15.22%、66.30%、22.83%),差异均有统计学意义(P<0.05)。研究组血清CK-19、Galectin-3水平分别为(30.45±3.31)、(4.68±0.48)μg/L,均高于对照组[(7.05±0.73)、(1.72±0.19)μg/L],血清miRNA-363水平为(2.89±0.30) fmol/L,低于对照组[(4.30±0.46) fmol/L],差异均有统计学意义(P<0.05)。研究组发生CLNM患者多枚病灶、病灶形态不规则、病灶边缘模糊、病灶微钙化、淋巴结肿大占比分别为90.91%、86.36%、95.45%、100.00%、90.91%,均大于未发生CLNM患者(64.29%、54.29%、0、25.00%、64.29%),差异均有统计学意义(P<0.05)。研究组发生CLNM患者血清CK-19、Galectin-3水平(41.20±4.42)、(5.94±0.62)μg/L,均高于未发生CLNM患者[(24.36±2.71)、(3.25±0.34)μg/L],血清miRNA-363水平为(2.14±0.23) fmol/L,低于未发生CLNM患者[(3.46±0.36) fmol/L],差异均有统计学意义(P<0.05)。经Pearson相关分析,CLNM患者多枚病灶、病灶形态不规则、病灶边缘模糊、淋巴结肿大及血清CK-19、Galectin-3、miRNA-363水平均与CLNM呈正相关(P<0.05)。结论 超声及血清CK-19、Galectin-3、miRNA-363联合诊断PTMC~CLNM具有较高的临床价值。 展开更多
关键词 角蛋白19 半乳糖凝集素3 超声 miRNA-363 甲状腺微小乳头状癌 颈部淋巴结转移
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基于深度学习的宫颈癌淋巴结转移预测
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作者 王佳 牛俊巧 +1 位作者 李晓娟 刘焱 《中国医学装备》 2024年第4期71-74,79,共5页
目的:基于深度学习,利用T_(2)加权成像(T_(2)WI)序列的高分辨特性获得宫颈癌淋巴结的结构信息,并预测淋巴结是否转移;利用弥散加权成像(DWI)序列的功能特性,获取淋巴结区域,并预测淋巴结是否转移;综合多模态MRI数据,预测淋巴结是否转移... 目的:基于深度学习,利用T_(2)加权成像(T_(2)WI)序列的高分辨特性获得宫颈癌淋巴结的结构信息,并预测淋巴结是否转移;利用弥散加权成像(DWI)序列的功能特性,获取淋巴结区域,并预测淋巴结是否转移;综合多模态MRI数据,预测淋巴结是否转移。方法:收集2021年6月至2022年5月年新疆维吾尔自治区人民医院收治的52例宫颈癌患者的多参数MRI影像数据以及病理检查数据作为训练集,另收集2022年6月至2023年5月新疆维吾尔自治区人民医院收治的150例宫颈癌患者多参数MRI影像数据以及病理检查数据作为验证集。训练集52例宫颈癌患者均接受MRI扫描,扫描序列包括T_(2)WI和DWI序列。对训练集52例宫颈癌患者的多参数MRI影像学图像进行非均匀性校正和标准化的预处理后,通过渐进演化空洞卷积对T_(2)WI图像进行分割,在扩大感受野的同时,有效降低空洞对图像丢失的影响;通过基于注意力网络机制的深度学习模型引导网络在预测时更关注淋巴结区域,并为预测结果提供一定程度的解释性;通过多模态协同学习模型实现T_(2)WI和DWI序列在淋巴结性质预测任务之间的经验共享。采用验证集患者的图像资料对基于多模态协同学习模型的淋巴结转移预测模型进行验证。结果:验证集150例患者中良性淋巴结585枚,恶性淋巴结65枚,其良恶性淋巴结在大小(长径、短径)和边界上存在差异,差异有统计学意义(x^(2)=8.437、143.100、104.608,P<0.05)。验证集150例患者中48例患者出现淋巴结转移,基于多模态协同学习模型的淋巴结性质预测模型准确预测出46例患者出现淋巴结转移,准确预测出99例患者未发生淋巴结转移,预测准确率为96.67%。结论:渐进演化空洞卷积结合U-Net框架完成了对T_(2)WI宫颈癌影像的多目标自动分割任务,基于注意力网络机制的深度学习模型完成了动态关注淋巴结区域的任务,多模态协同学习模型有效地避免了特征层融合之后特征空间分布的改变。 展开更多
关键词 宫颈癌淋巴结 卷积神经网络 注意力网络机制 多模态协同学习 磁共振成像
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FNAC联合FNA-Tg检测在甲状腺乳头状癌颈侧区淋巴结转移中的诊断价值
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作者 孟岩 王英 +4 位作者 许崇文 刘俊松 白艳霞 邵渊 李宏慧 《临床医学研究与实践》 2024年第9期101-104,共4页
目的探讨超声引导下细针穿刺细胞学检查(FNAC)联合细针穿刺洗脱液甲状腺球蛋白(FNA-Tg)在甲状腺乳头状癌(PTC)颈侧区淋巴结转移中的诊断价值。方法回顾性分析行颈侧区淋巴结清扫术的200例PTC患者的临床资料,术前超声评估颈侧区有可疑转... 目的探讨超声引导下细针穿刺细胞学检查(FNAC)联合细针穿刺洗脱液甲状腺球蛋白(FNA-Tg)在甲状腺乳头状癌(PTC)颈侧区淋巴结转移中的诊断价值。方法回顾性分析行颈侧区淋巴结清扫术的200例PTC患者的临床资料,术前超声评估颈侧区有可疑转移淋巴结236枚,术后病理证实转移性淋巴结178枚,非转移性淋巴结58枚,所有患者均行FNAC、FNA-Tg检查。以术后病理结果为金标准,比较FNAC、FNA-Tg、FNAC联合FNA-Tg的诊断结果及诊断效能。结果FNAC联合FNA-Tg诊断PTC颈侧区淋巴结转移的灵敏度、准确度、阴性预测值高于单一诊断方法,差异具有统计学意义(P<0.05)。结论FNAC与FNA-Tg检测方法在临床中能够用于诊断PTC颈侧区淋巴结转移,两者联合检测可以进一步提高诊断效能,值得推广及应用。 展开更多
关键词 细针穿刺细胞学检查 细针穿刺洗脱液甲状腺球蛋白 甲状腺乳头状癌 颈侧区淋巴结 转移 诊断效能
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甲状腺乳头状癌临床特征及颈部淋巴结转移相关危险因素分析
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作者 宋景双 杜勇 +1 位作者 黄颖 曾繁余 《中国当代医药》 CAS 2024年第2期70-74,共5页
目的探讨甲状腺乳头状癌(PTC)临床特征及颈部淋巴结转移相关危险因素,为其外科治疗方式提供依据。方法选取桂林医学院附属医院2018年10月至2022年12月收治的经手术治疗的220例甲状腺乳头状癌患者为研究对象,分析其临床病理特征及颈部淋... 目的探讨甲状腺乳头状癌(PTC)临床特征及颈部淋巴结转移相关危险因素,为其外科治疗方式提供依据。方法选取桂林医学院附属医院2018年10月至2022年12月收治的经手术治疗的220例甲状腺乳头状癌患者为研究对象,分析其临床病理特征及颈部淋巴结转移相关危险因素。结果220例患者中,164例患者发生中央区和(或)侧颈区淋巴结转移(74.55%)。单因素分析结果显示,患者的性别、年龄、肿瘤直径、侵犯被膜、浸润性生长、多灶性、肿瘤位于甲状腺上部与颈部淋巴结转移相关(P<0.05);多因素logistic分析结果显示,男性、年龄(<45岁)、肿瘤直径(>1 cm)、肿瘤浸润性生长是PTC颈部淋巴结转移的独立危险因素(P<0.05)。结论对于男性、年龄<45岁,肿瘤直径>1 cm、肿瘤伴浸润性生长的PTC患者,颈部淋巴结转移风险较高,临床上应积极手术干预。 展开更多
关键词 甲状腺乳头状癌 颈部淋巴结 转移 临床特征 危险因素
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高频超声对甲状腺乳头状癌颈部淋巴结转移的预测价值
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作者 袁思捷 赵育芳 +3 位作者 闫晓慧 翟梓锌 闫倩倩 刘利平 《医学研究杂志》 2024年第1期88-92,共5页
目的探讨甲状腺乳头状癌(papillary thyroid carcinoma,PTC)颈部淋巴结转移的危险因素,评估独立危险因素对转移淋巴结的预测效能。方法收集279例PTC患者的临床及超声声像图资料,以术后病理为依据,根据患者是否存在颈部淋巴结转移分为两... 目的探讨甲状腺乳头状癌(papillary thyroid carcinoma,PTC)颈部淋巴结转移的危险因素,评估独立危险因素对转移淋巴结的预测效能。方法收集279例PTC患者的临床及超声声像图资料,以术后病理为依据,根据患者是否存在颈部淋巴结转移分为两组,分析两组患者的相关特征,探寻PTC颈部淋巴结转移的危险因素,通过受试者工作特征(receiver operating characteristic,ROC)曲线比较独立危险因素对颈部转移淋巴结的预测效能。结果两组患者的年龄、性别以及癌结节最大径、边界、形态、微钙化、距被膜的距离等特征是PTC颈部淋巴结转移的危险因素(P均<0.05);男性、癌结节最大径≥10mm、微钙化、距被膜的距离≤2mm是PTC颈部淋巴结转移的独立危险因素(P均<0.05);4种独立危险因素联合预测PTC颈部淋巴结转移效能最高,其AUC为0.785(95%CI:0.721~0.849,P<0.05)。结论男性、癌结节最大径≥10mm、微钙化、距被膜的距离≤2mm是PTC颈部淋巴结转移的独立危险因素,4种独立危险因素联合可辅助评估PTC颈部淋巴结转移风险,改善患者预后。 展开更多
关键词 甲状腺乳头状癌 颈部淋巴结转移 超声检查
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食管癌伴巨大颈部淋巴结转移1例
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作者 王倩倩 邹孔桢 +1 位作者 张小雨 林萍萍 《新医学》 CAS 2024年第4期317-320,共4页
多种良恶性肿瘤均可能出现颈部肿物,在既没有其他系统症状又没有病理活组织检查的情况下难以做出正确诊断,容易贻误最佳治疗时机。以巨大颈部淋巴结转移伴疼痛为首发症状的食管癌患者较为少见。该文报道1例以巨大颈部淋巴结转移为首发... 多种良恶性肿瘤均可能出现颈部肿物,在既没有其他系统症状又没有病理活组织检查的情况下难以做出正确诊断,容易贻误最佳治疗时机。以巨大颈部淋巴结转移伴疼痛为首发症状的食管癌患者较为少见。该文报道1例以巨大颈部淋巴结转移为首发表现的食管癌患者,患者接受多线治疗方案,病情虽反复进展,但仍达到了33个月的较长生存期。该文对食管癌伴巨大颈部淋巴结转移患者的临床表现、诊疗过程及预后进行报道,以期提高临床医师对食管癌淋巴结转移的认识水平,提高该病首诊率并及早治疗,使患者获得较高生活质量及更长生存期。 展开更多
关键词 食管癌 颈部淋巴结转移 诊断 治疗 生活质量 生存期
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血清miR-145和miR-195在OSCC患者中的表达及其与颈部淋巴结转移的关系分析
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作者 刘岚 于雪 +2 位作者 崔敬雅 魏松 张丞 《国际检验医学杂志》 CAS 2024年第4期452-456,共5页
目的 分析血清微小RNA(miR)-145和miR-195在口腔鳞状细胞癌(OSCC)患者中的表达及其与颈部淋巴结转移的关系。方法 选取2020年1月至2022年6月在该院确诊的102例OSCC患者为OSCC组,收集整理OSCC患者临床病理参数,根据是否发生颈部淋巴结转... 目的 分析血清微小RNA(miR)-145和miR-195在口腔鳞状细胞癌(OSCC)患者中的表达及其与颈部淋巴结转移的关系。方法 选取2020年1月至2022年6月在该院确诊的102例OSCC患者为OSCC组,收集整理OSCC患者临床病理参数,根据是否发生颈部淋巴结转移将患者分为颈部淋巴结转移组43例和无颈部淋巴结转移组59例;同期选取79例癌前病变患者为癌前病变组,86例无口腔病变的体检健康者为健康对照组。采用实时荧光定量聚合酶链反应检测血清miR-145、miR-195相对表达水平;采用受试者工作特征曲线分析检验血清miR-145、miR-195相对表达水平对OSCC患者颈部淋巴结转移的评估价值。结果 OSCC组血清miR-145、miR-195相对表达水平低于癌前病变组、健康对照组,差异有统计学意义(P<0.05)。癌前病变组血清miR-145、miR-195相对表达水平低于健康对照组,差异有统计学意义(P<0.05)。肿瘤低分化、TNM分期Ⅲ+Ⅳ期的OSCC患者血清miR-145、miR-195相对表达水平低于肿瘤中/高分化、TNM分期Ⅰ+Ⅱ期的OSCC患者,差异有统计学意义(P<0.05)。颈部淋巴结转移组血清miR-145、miR-195相对表达水平低于无颈部淋巴结转移组,差异有统计学意义(P<0.05)。血清miR-145、miR-195相对表达水平单独及二者联合评估OSCC患者颈部淋巴结转移的曲线下面积分别为0.840(95%CI:0.765~0.915)、0.832(95%CI:0.754~0.910)、0.898(95%CI:0.841~0.956),特异度分别为79.1%、88.4%、77.5%,灵敏度分别为74.6%、67.8%、87.4%。结论 血清miR-145、miR-195在OSCC患者中低表达,且与OSCC患者颈部淋巴结转移、肿瘤分化程度、TNM分期有关,可作为评估OSCC患者颈部淋巴结转移的重要指标。 展开更多
关键词 口腔鳞状细胞癌 颈部淋巴结转移 微小RNA-145 微小RNA-195
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ⅢC期宫颈癌根治性放疗后预后相关因素分析
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作者 张雯婷 修雨婷 +3 位作者 王琢 王蕴龙 陈杰 孙宝胜 《中国实验诊断学》 2024年第1期38-43,共6页
目的探讨ⅢC期宫颈癌根治性放疗疗效及预后的影响因素分析。方法回顾性分析2017年1月—2021年1月于吉林省肿瘤医院放疗四科进行根治性放疗的宫颈癌ⅢC期患者的临床资料,ⅢC1r期患者98例,ⅢC2r期患者19例,观察近、远期疗效和相关预后因... 目的探讨ⅢC期宫颈癌根治性放疗疗效及预后的影响因素分析。方法回顾性分析2017年1月—2021年1月于吉林省肿瘤医院放疗四科进行根治性放疗的宫颈癌ⅢC期患者的临床资料,ⅢC1r期患者98例,ⅢC2r期患者19例,观察近、远期疗效和相关预后因素。结果3年OS、DFS分别为75.2%、65.8%。单因素分析显示,总生存率与盆腔淋巴结转移部位、病理类型、分期明显相关;无病生存率则与盆腔淋巴结转移数量、分期有关(OS:χ^(2)=4.542、8.678、4.155;DFS:χ^(2)=5.975、9.047,P<0.05)。多因素分析显示病理类型是影响OS的独立预后因素(HR=0.280,P<0.05),DFS则受盆腔淋巴结转移数量和分期影响(HR=0.498、0.472,P均<0.05)。Logistics回归分析显示,影响ⅢC2r期腹主动脉旁淋巴结转移主要因素为同步放化疗周期数及髂总淋巴结转移(P<0.05)。结论腺癌、盆腔淋巴结转移数量≥3个及发生腹主动脉旁淋巴结转移的ⅢC期宫颈癌患者根治性放疗后的预后较差,需采取更加积极的治疗策略。同步放化疗周期数<4及髂总淋巴结转移的患者发生腹主动脉旁淋巴结转移的风险更大,需预防性扩大照射野范围。 展开更多
关键词 宫颈癌 淋巴结转移 根治性放疗 疗效 预后
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滤泡亚型及经典型甲状腺乳头状癌的临床特征和颈部淋巴结转移的相关因素分析
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作者 孙琦璇 代权伟 +2 位作者 高铭 丁亚磊 邱新光 《河南外科学杂志》 2024年第1期10-13,共4页
目的探讨滤泡亚型甲状腺乳头状癌(FVPTC)及经典型甲状腺乳头状癌(CPTC)的临床特征和颈部淋巴结转移(CLNM)的相关影响因素。方法回顾性分析2013-01—2022-10郑州大学第一附属医院行手术治疗并经术中和术后病理学检查确诊的116例FVPTC患者... 目的探讨滤泡亚型甲状腺乳头状癌(FVPTC)及经典型甲状腺乳头状癌(CPTC)的临床特征和颈部淋巴结转移(CLNM)的相关影响因素。方法回顾性分析2013-01—2022-10郑州大学第一附属医院行手术治疗并经术中和术后病理学检查确诊的116例FVPTC患者(FVPTC组)及110例CPTC患者(CPTC组)的临床资料。应用二元Logistic回归模型分析FVPTC及CPTC患者CLNM的独立影响因素。结果FVPTC组的肿瘤直径、彩超分级、BRAF基因突变率、淋巴结转移个数、甲状腺过氧化物酶抗体(TPOAb)、促甲状腺激素受体抗体(TRAB)均低于CPTC组,差异均有统计学意义(P<0.05)。FVPTC组中肿瘤大小和彩超分级是CLNM的独立危险因素,年龄是CLNM的独立保护因素。CPTC组中彩超分级是CLNM的独立危险因素,年龄是CLNM的独立保护因素。结论FVPTC的多项临床特征与CPTC存在差异,可协助鉴别诊断。肿瘤体积大、彩超分级高的年轻患者CLNM可能性较大,应采取更积极的治疗方案。 展开更多
关键词 甲状腺乳头状癌 滤泡亚型 颈淋巴结转移
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