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基于Node.is的英语口语考试平台
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作者 颜娟 《微型电脑应用》 2021年第8期173-175,共3页
针对国内高校英语口语考试形式过于单一且效率较低的问题,提出并设计了一种基于Node.is的英语口语考试平台,在Node.is运行环境下采用Node.Webkit兼容框架利用Javascript进行软件开发。通过采集、编码、缓存等环节对参试人员的音频进行处... 针对国内高校英语口语考试形式过于单一且效率较低的问题,提出并设计了一种基于Node.is的英语口语考试平台,在Node.is运行环境下采用Node.Webkit兼容框架利用Javascript进行软件开发。通过采集、编码、缓存等环节对参试人员的音频进行处理,实现了在线口语考试的功能。测试结果表明,平台运行稳定、抗压能力强,能够大幅提高口语考试的效率,适用于在高校推广应用。 展开更多
关键词 node.is 口语考试 Node.Webkit 编码
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基于用户价值细分的在线健康社区核心用户识别方法研究
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作者 熊回香 詹晓敏 +1 位作者 李佳琪 肖兵 《情报科学》 北大核心 2025年第1期137-146,共10页
【目的/意义】在线健康社区核心用户识别,对社区可持续发展与社会科学的健康信息传播具有重要意义。【方法/过程】本文提出的核心用户识别方法综合考虑了用户属性特征和社会网络特征。首先利用Node2vec网络表示学习模型将用户关注网络... 【目的/意义】在线健康社区核心用户识别,对社区可持续发展与社会科学的健康信息传播具有重要意义。【方法/过程】本文提出的核心用户识别方法综合考虑了用户属性特征和社会网络特征。首先利用Node2vec网络表示学习模型将用户关注网络中的节点映射为向量,并选择最优的聚类算法对用户节点向量进行聚类及筛选,最后引入市场营销领域客户价值细分模型(RFM模型),构建融合社会网络特征的核心用户影响力评价模型,对核心用户候选集综合分析后得到在线健康社区核心用户排名。【结果/结论】选取丁香园论坛中的数据对本文所提方法进行验证,证明了本文所提方法的有效性,结果表明该方法可以较好地识别在线健康社区的核心用户。【创新/局限】引入RFM模型考虑时间、频率和价值因素等多维关键指标的影响,从用户价值角度能够较好地表征和识别核心用户,但未充分考虑核心用户影响力的动态演化过程,未来可考虑结合时间维度进一步探索核心用户识别的动态机制。 展开更多
关键词 核心用户识别 在线健康社区 RFM模型 Node2vec 聚类算法 社会网络分析
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基于图嵌入的长三角城市群边缘城市功能界定——以江苏省淮安市为例
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作者 韩刚 唐乐 刘志敏 《现代城市研究》 北大核心 2025年第1期29-35,共7页
长三角边缘地区城市功能的形成存在指向核心区的单向依赖关系,地区内城市表现出典型的功能同质化特征。城市间功能互补与差异化是实现长三角协同一体化、高质量与现代化的重要途径。文章以长三角边缘区城市淮安市为实证对象,从流空间视... 长三角边缘地区城市功能的形成存在指向核心区的单向依赖关系,地区内城市表现出典型的功能同质化特征。城市间功能互补与差异化是实现长三角协同一体化、高质量与现代化的重要途径。文章以长三角边缘区城市淮安市为实证对象,从流空间视角构建区域内城市功能交互网络,借助图嵌入技术,将网络关系降维至城市向量,从生产、商贸、交通、创新、旅游5个功能量化探讨淮安市与周边城市的功能同质化关系,结合城市自身的比较优势,进一步确定淮安市的城市功能优化路径。研究认为,淮安市的城市功能结构单一,极化现象突出,区域竞争力不足,应在巩固商贸功能优势的基础上,夯实生产和交通功能,同时积极培育创新功能,将淮安市建设成为次区域创新极核。 展开更多
关键词 长三角城市群 城市功能 城市网络 Node2Vec模型 淮安市
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Immunohistochemical expression of matrix metalloproteinase-9 and 13 in oral squamous cell carcinoma and their role in predicting lymph node metastasis 被引量:1
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作者 Bhari Sharanesha Manjunatha Keshav T Handge +2 位作者 Vandana Sandeep Shah Yasser Eid Al-Thobaiti Deepak Gowda Sadashivappa Pateel 《World Journal of Methodology》 2025年第2期108-116,共9页
BACKGROUND One of the main characteristics of oral squamous cell carcinoma(OSCC)is that it metastasizes to cervical lymph nodes frequently with a high degree of local invasiveness.A primary feature of malignant tumors... BACKGROUND One of the main characteristics of oral squamous cell carcinoma(OSCC)is that it metastasizes to cervical lymph nodes frequently with a high degree of local invasiveness.A primary feature of malignant tumors is their penetration of neighboring tissues,such as lymphatic and blood arteries,due to the tumor cells'capacity to break down the extracellular matrix(ECM).Matrix metalloproteinases(MMPs)constitute a family of proteolytic enzymes that facilitate tissue remodeling and the degradation of the ECM.MMP-9 and MMP-13 belong to the group of extracellular matrix degrading enzymes and their expression has been studied in OSCC because of their specific functions.MMP-13,a collagenase family member,is thought to play an essential role in the MMP activation cascade by breaking down the fibrillar collagens,whereas MMP-9 is thought to accelerate the growth of tumors.Elevated MMP-13 expression has been associated with tumor behavior and patient prognosis in a number of malignant cases.AIM To assess the immunohistochemical expression of MMP-9 and MMP-13 in OSCC.METHODS A total of 40 cases with histologically confirmed OSCC by incisional biopsy were included in this cross-sectional retrospective study.The protocols for both MMP-9 and MMP-13 immunohistochemical staining were performed according to the manufacturer’s recommendations along with the normal gingival epithelium as a positive control.All the observations were recorded and Pearson’sχ²test with Fisher exact test was used for statistical analysis.RESULTS Our study showed no significant correlation between MMP-9 and MMP-13 staining intensity and tumor size.The majority of the patients were in advanced TNM stages(III and IV),and showed intense expression of MMP-9 and MMP-13.CONCLUSION The present study suggests that both MMP-9 and MMP-13 play an important and independent role in OSCC progression and invasiveness.Intense expression of MMP-9 and MMP-13,irrespective of histological grade of OSCC,correlates well with TNM stage.Consequently,it is evident that MMP-9 and MMP-13 are important for the invasiveness and progression of tumors.The findings may facilitate the development of new approaches for evaluating lymph node metastases and interventional therapy techniques,hence enhancing the prognosis of patients diagnosed with OSCC. 展开更多
关键词 Matrix metalloproteinases Oral squamous cell carcinoma Tumor staging IMMUNOHISTOCHEMISTRY INVASION Lymph node metastasis TNM stage
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基于Vue和Node.js的音乐门票管理系统的设计与实现 被引量:1
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作者 项露芬 孙佳怡 李梦婷 《现代信息科技》 2025年第11期96-101,共6页
为了满足现代消费者对便捷性、高效性和个性化服务的需求,文章开发了一个基于互联网技术的音乐门票管理系统。系统前端采用Vue框架,为用户提供音乐门票购买、查询等功能;系统后端则使用Node.js,结合MySQL数据库管理用户和订单。系统包... 为了满足现代消费者对便捷性、高效性和个性化服务的需求,文章开发了一个基于互联网技术的音乐门票管理系统。系统前端采用Vue框架,为用户提供音乐门票购买、查询等功能;系统后端则使用Node.js,结合MySQL数据库管理用户和订单。系统包括用户信息管理、门票信息管理、订单信息管理等核心功能模块。用户通过系统浏览各类音乐演出信息,实现在线购票、订单信息查询等操作。管理员则管理演出信息、用户信息和订单数据。系统提升了音乐演出的票务管理效率,优化用户体验,并为音乐产业的数字化转型提供支持。同时系统运行正常,功能完整,具有一定的使用价值和市场应用前景。 展开更多
关键词 Vue Node.js 电子门票 票务管理 数字化
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Comparison of prognostic factors and their differences in intrahepatic,hilar,and distal cholangiocarcinoma:A systematic review and meta-analysis 被引量:1
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作者 Muhammad Masroor Hussain Ju-Mei Wang +2 位作者 Ao-Qiang Zhai Fu-Yu Li Hai-Jie Hu 《World Journal of Gastrointestinal Oncology》 2025年第7期406-417,共12页
BACKGROUND Cholangiocarcinoma(CCA)comprises heterogeneous malignancies arising at different anatomical locations:Intrahepatic cholangiocarcinoma(IHCC),perihilar cholangiocarcinoma(PHCC),and distal cholangiocarcinoma(D... BACKGROUND Cholangiocarcinoma(CCA)comprises heterogeneous malignancies arising at different anatomical locations:Intrahepatic cholangiocarcinoma(IHCC),perihilar cholangiocarcinoma(PHCC),and distal cholangiocarcinoma(DCC).These subtypes exhibit distinct clinical behaviors,treatment approaches,and outcomes.Despite advances in surgical and adjuvant therapies,the prognostic implications of tumor location remain unclear and inconsistently reported.Understanding these variations is essential for personalized management and staging refinement.We hypothesized that the anatomical subtype of CCA significantly influences prognostic outcomes and pathological features.AIM To compare prognostic outcomes and clinicopathological characteristics among IHCC,PHCC,and DCC based on current evidence.METHODS A systematic review and meta-analysis were conducted in accordance with PRISMA guidelines.PubMed,EMBASE,and the Cochrane Library were searched,yielding 11 eligible retrospective comparative studies involving 14484 patients(IHCC:6260;PHCC:6895;DCC:1329).Outcomes assessed included overall survival(OS),lymph node metastasis,neural invasion,and vascular invasion.Statistical analyses were performed using RevMan 5.3 and Stata 13.0.RESULTS DCC demonstrated the most favorable prognosis among all subtypes.Despite the highest lymph node metastasis rate(DCC:56.9%),it was associated with better OS than PHCC and IHCC.Vascular invasion was more prevalent in IHCC(OR=1.66,95%CI:1.22-2.28,P=0.001).OS comparisons showed no significant difference between PHCC and IHCC(HR=1.02,P=0.88),while DCC showed consistent trends toward better survival against both.CONCLUSION Anatomical subtype is a significant prognostic factor in CCA.DCC patients experience superior outcomes despite aggressive lymphatic spread,suggesting better resectability and surgical outcomes.These insights underscore the need for subtype-specific management strategies and future prospective validation. 展开更多
关键词 CHOLANGIOCARCINOMA INTRAHEPATIC Perihilar DISTAL Prognosis Lymph node metastasis Survival META-ANALYSIS
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The serum fascin-1 and tumor components containing this protein in patients with head and neck squamous cell carcinoma:A pilot study 被引量:1
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作者 Gelena V.Kakurina Elena E.Sereda +4 位作者 Marina N.Stakheeva Liubov Tashireva Olga V.Cheremisina Irina V.Kondakova Evgeny L.Choinzonov 《Journal of Biomedical Research》 2025年第5期534-537,I0046,I0047,共6页
Dear Editor,Local recurrence and cervical lymph node metastases are major causes of mortality in patients with head and neck squamous cell carcinoma(HNSCC).To date,none of the proposed strategies for predicting outcom... Dear Editor,Local recurrence and cervical lymph node metastases are major causes of mortality in patients with head and neck squamous cell carcinoma(HNSCC).To date,none of the proposed strategies for predicting outcomes in this disease have proven fully effective,and a comprehensive physical examination remains the primary method for early detection and monitoring of HNSCC. 展开更多
关键词 serum fascin cervical lymph node metastases tumor components comprehensive physical examination head neck squamous cell carcinoma hnscc head neck squamous cell carcinoma pilot study local recurrence
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Breast surgeons at the forefront:preserving lymph nodes for enhanced immunotherapy efficacy
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作者 Zhiqiang Shi Qiuchen Zhao +1 位作者 Yongsheng Wang Pengfei Qiu 《Cancer Biology & Medicine》 2025年第7期722-725,共4页
The principal breast cancer treatment approach has long been surgical removal of the primary breast lesions and regional lymph nodes,particularly the axillary lymph nodes.However,the advent of minimally invasive diagn... The principal breast cancer treatment approach has long been surgical removal of the primary breast lesions and regional lymph nodes,particularly the axillary lymph nodes.However,the advent of minimally invasive diagnostic techniques,such as sentinel lymph node biopsy(SLNB),has markedly diminished the extent of surgery required for regional lymph nodes. 展开更多
关键词 breast surgeons sentinel lymph node biopsy sentinel lymph node biopsy slnb minimally invasive diagnostic techniquessuch IMMUNOTHERAPY regional lymph nodes breast cancer lymph nodes
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Evaluation of three lymph node staging systems for prognostic prediction in gastric cancer:A systematic review and meta-analysis
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作者 Ming Cheng Yang Yu +8 位作者 Takehiro Watanabe Yutaro Yoshimoto Sanae Kaji Yukinori Yube Munehisa Kaneda Hajime Orita Shinji Mine You-Yong Wu Tetsu Fukunaga 《World Journal of Gastrointestinal Oncology》 2025年第3期334-348,共15页
BACKGROUND Lymph node status is a critical prognostic factor in gastric cancer(GC),but stage migration may occur in pathological lymph nodes(pN)staging.To address this,alternative staging systems such as the positive ... BACKGROUND Lymph node status is a critical prognostic factor in gastric cancer(GC),but stage migration may occur in pathological lymph nodes(pN)staging.To address this,alternative staging systems such as the positive lymph node ratio(LNR)and log odds of positive lymph nodes(LODDS)were introduced.AIM To assess the prognostic accuracy and stratification efficacy of three nodal staging systems in GC.METHODS A systematic review identified 12 studies,from which hazard ratios(HRs)for overall survival(OS)were summarized.Sensitivity analyses,subgroup analyses,publication bias assessments,and quality evaluations were conducted.To enhance comparability,data from studies with identical cutoff values for pN,LNR,and LODDS were pooled.Homogeneous stratification was then applied to generate Kaplan-Meier(KM)survival curves,assessing the stratification efficacy of three staging systems.RESULTS The HRs and 95%confidence intervals for pN,LNR,and LODDS were 2.16(1.72-2.73),2.05(1.65-2.55),and 3.15(2.15-4.37),respectively,confirming all three as independent prognostic risk factors for OS.Comparative analysis of HRs demonstrated that LODDS had superior prognostic predictive power over LNR and pN.KM curves for pN(N0,N1,N2,N3a,N3b),LNR(0.1/0.2/0.5),and LODDS(-1.5/-1.0/-0.5/0)revealed significant differences(P<0.001)among all prognostic stratifications.Mean differences and standard deviations in 60-month relative survival were 27.93%±0.29%,41.70%±0.30%,and 26.60%±0.28%for pN,LNR,and LODDS,respectively.CONCLUSION All three staging systems are independent prognostic factors for OS.LODDS demonstrated the highest specificity,making it especially useful for predicting outcomes,while pN was the most effective in homogeneous stratification,offering better patient differentiation.These findings highlight the complementary roles of LODDS and pN in enhancing prognostic accuracy and stratification. 展开更多
关键词 Gastric cancer Prognostic predictor Overall survival META-ANALYSIS Pathological lymph nodes Positive lymph node ratio Log odds of positive lymph nodes
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基于物联网技术的水质监测系统研究
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作者 厉龙祥 江有福 《物联网技术》 2025年第19期30-32,38,共4页
在深远海水质监测领域,水质参数数据的监测和获取非常重要。因此,设计了基于STM32的水质参数监测系统。在感知层,采用多传感器+STM32实现对水质数据的采集。在网络层,使用ESP8266进行数据传输。在应用层和平台层,采用Node-RED+EMQX对水... 在深远海水质监测领域,水质参数数据的监测和获取非常重要。因此,设计了基于STM32的水质参数监测系统。在感知层,采用多传感器+STM32实现对水质数据的采集。在网络层,使用ESP8266进行数据传输。在应用层和平台层,采用Node-RED+EMQX对水质数据进行获取和处理及可视化。经过测试,该系统能准确识别水体的pH值、水温、电导率、浊度等参数,并能实现数据采集、数据传输、数据显示等功能。此外,为降低系统使用成本,暂不使用各种物联网云平台,而是采用EMQX服务器的Webhook功能和安全配置功能,将数据转发到基于node.js框架的自构建Web服务器,并构建MySQL数据库对终端感知设备的数据进行存储,以便于后续进行数据处理和分析。结果表明,该系统提高了水质监测区域数据采集的准确性、数据传输的安全性和数据显示的便捷性。 展开更多
关键词 水质监测 数据采集 STM32 node.js MYSQL Node-RED
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The diagnostic performance of indocyanine green for the sentinel node biopsy in prostate cancer:A systematic review and meta-analysis
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作者 Siyang Ma Jianxuan Sun +10 位作者 Jinzhou Xu Ye An Mengyao Xu Chenqian Liu Sihan Zhang Lintao Miao Xingyu Zhong Na Zeng Haodong He Shaogang Wang Qidong Xia 《Asian Journal of Urology》 2025年第1期1-14,共14页
Objective Almost 15%of prostate cancer(PCa)patients were found to have lymph node metastases(LNMs),which are associated with higher risk of biochemical recurrence.Using indocyanine green(ICG)for the sentinel node biop... Objective Almost 15%of prostate cancer(PCa)patients were found to have lymph node metastases(LNMs),which are associated with higher risk of biochemical recurrence.Using indocyanine green(ICG)for the sentinel node biopsy(SNB)before surgery was proposed to detect LNMs in PCa patients.However,its diagnostic performance still remains controversial.This study aimed to investigate the diagnostic performance of ICG for the SNB in PCa.Methods This systematic review and meta-analysis has been reported in line with the Preferred Reporting Items for Systematic reviews and Meta-Analyses guidelines.The protocol has been registered in the International Prospective Register of Systematic Reviews database,and the register number is CRD42023421911.Four bibliographic databases were searched,i.e.,PubMed,EMBASE,Cochrane Library,and Web of Science,to retrieve articles studying the diagnostic performance of ICG for the SNB in PCa from the inception to Sep 9,2023.We calculated the pooled sensitivity,specificity,likelihood ratios,diagnostic odds ratios and their 95%confidence intervals(CIs).Subgroup analyses and meta-regression analyses were also conducted.Results A total of 17 articles from databases are enrolled in this study.Using lymph node-based data,our results showed that the pooled sensitivity and specificity of applying ICG alone in PCa were 71%(95%CI 52%–85%)and 68%(95%CI 64%–72%),respectively.The pooled sensitivity and specificity of applying ICG-technetium-99m-nanocolloid in PCa were 49%(95%CI 39%–59%)and 69%(95%CI 67%–71%),respectively. 展开更多
关键词 Indocyanine green Prostate cancer Sentinel node biopsy Lymph node metastasis META-ANALYSIS Systematic review
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Phenotypic attributes and survival in mismatch repair deficient/microsatellite instability-high colorectal carcinomas
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作者 Anurag Mehta Divya Bansal +1 位作者 Rupal Tripathi Vidya Anoop 《World Journal of Clinical Oncology》 2025年第6期207-217,共11页
BACKGROUND Mismatch repair deficient/microsatellite instability-high(MMR-D/MSI-H)colorectal cancers(CRCs)possess a distinctive genomic profile that results in a spectrum of phenotypic attributes setting them apart fro... BACKGROUND Mismatch repair deficient/microsatellite instability-high(MMR-D/MSI-H)colorectal cancers(CRCs)possess a distinctive genomic profile that results in a spectrum of phenotypic attributes setting them apart from their mismatch repair proficient(MMR-P)or microsatellite stable(MSS)counterparts.CRCs have several prognostic factors,including stage,tumor differentiation,location,lymphovascular and perineural invasion,tumor budding,tumor infiltrating lymphocytes,lymph node yield(LNY),and lymph node ratio(LNR).AIM To determine the unique phenotypic characteristics of MMR-D/MSI-H CRCs and leverage the conventional wisdom of LNY and LNR with the distinctive characteristics of MMR-D/MSI-H CRCs.METHODS This retrospective analysis involved 223 stage I-III CRC patients who underwent surgical resection without neoadjuvant treatment.Clinical and histological features were obtained from patient records and by re-examining the hematoxylin and eosin-stained slides.MMR/MSI status was evaluated for all patients using either MMR immunohistochemistry or MSI testing.RESULTS Of the 223 patients in our study,87(39.01%)were MMR-D/MSI-H CRCs while 136(60.99%)were MMR-P/MSS CRCs.The MMR-D/MSI-H CRCs exhibited significant statistical differences compared to the MMR-P/MSS CRCs in several factors,including location,stage,tumor budding,lymphovascular and perineural invasion,lymphocytic response,LNY,LNR,and size of uninvolved lymph nodes.LNY and LNR were significantly higher in MMR-D/MSI-H group compared with the MMR-P/MSS group(P=0.003 and P<0.001,respectively).Also,the interquartile range of the largest uninvolved lymph node was 1 cm(0.8 cm-1.2 cm)in MMR-D/MSI-H CRCs compared to 0.7 cm(0.6 cm-0.97 cm)in MMRP/MSS CRCs.The overall survival for the MMR-P/MSS CRC group was 71%at five years,and the MMR-D/MSIH CRC group was 92%at five years(P<0.001).CONCLUSION MMR-D/MSI-H CRCs possess a unique genomic profile that leads to distinct phenotypic characteristics,including an enhanced immune response.This distinctive profile underscores the substantial prognostic and predictive value of MMR-D/MSI-H status in CRC. 展开更多
关键词 Mismatch repair Microsatellite instability Lymph node yield Lymph node ratio Colorectal carcinoma
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The role of infraclavicular and supraclavicular lymph nodes in breast cancer patients receiving neoadjuvant chemotherapy:implications for regional lymph node classification
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作者 Yanyu Chen Yuzhi Song +14 位作者 Zhonghua Han Hui Han Tianlan Tang Silin Chen Ruizhi Zhao Cheng Huang Guiqing Shi Yuping Lin Ying Wang Liuqing Jiang Jinhua Chen Chunsen Xu Fangmeng Fu Chuan Wang Yong Yang 《Journal of the National Cancer Center》 2025年第4期402-413,共12页
Background:Metastasis to the infraclavicular and supraclavicular lymph nodes(ISLNs)is an important factor that predicts poor survival in patients with breast cancer;however,pathological nodal staging does not traditio... Background:Metastasis to the infraclavicular and supraclavicular lymph nodes(ISLNs)is an important factor that predicts poor survival in patients with breast cancer;however,pathological nodal staging does not traditionally include ISLNs because of their non-routine surgical dissection.This study aimed to evaluate the prognostic impact of ISLN metastasis and propose a refined nodal staging system tailored for patients undergoing neoadjuvant chemotherapy(NAC).Methods:We retrospectively reviewed 1,072 patients with breast cancer with or without ISLN metastasis who received NAC at two institutions(Fujian cohort and Hebei cohort)from 2010 to 2022.We conducted detailed survival analysis to evaluate the diagnostic consistency and prognostic significance of ISLNs.Results:There were no survival differences among patients with ISLN involvement across different assay method-ologies and patient cohorts.Among 887 patients in the Fujian cohort,238 patients(26.8%)with positive ISLNs had significantly inferior 3-year progression-free survival(PFS,75.9%vs.90.4%,P<0.001)and overall survival(OS,90.6%vs.95.9%,P<0.001).After adjusting for potential confounders,ISLN involvement persisted as an independent predictor of both PFS and OS.We propose a refined axillary classification that combines pathologi-cal axillary staging post-NAC with ISLN involvement,revealing 3-year PFS rates of 95.3%,87.6%,73.4%,and 64.5%for the respective four groups defined by this refined classification combining axillary stage and ISLN status.Conclusions:Involvement of the ISLNs was associated with a worse prognosis,underscoring their prognostic value.This finding highlights the potential of ISLN status to influence decisions regarding adjuvant treatment in patients with breast cancer. 展开更多
关键词 Breast cancer Infraclavicular lymph node Supraclavicular lymph node Neoadjuvant chemotherapy Axillary classification
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集体备课现场评分软件系统的设计与实现
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作者 刘兴宇 《电脑编程技巧与维护》 2025年第10期45-48,共4页
为简化学校集体备课及精品课评选过程中教务管理人员课程评分统计工作流程、提升工作效率、降低分数统计的失误率,探索开发了集体备课现场评分软件系统。系统设计了PC端及移动端界面。管理员可以通过PC端维护待评课程信息、评委信息,控... 为简化学校集体备课及精品课评选过程中教务管理人员课程评分统计工作流程、提升工作效率、降低分数统计的失误率,探索开发了集体备课现场评分软件系统。系统设计了PC端及移动端界面。管理员可以通过PC端维护待评课程信息、评委信息,控制评分进度,查看评分详情,生成评分结果;评委可以通过移动端对待评课程执行评分操作。该系统基于Node.js和Vue.js设计,采用了前后端分离开发的架构模式,降低了前后端耦合度,既增强了界面性能,又提升了用户体验。通过系统的设计与实现,达到用信息化手段精简党校业务工作、使信息化服务于教学、为教职工科学减负的目的。 展开更多
关键词 评分软件 前后端分离 科学减负 Node.js技术 Vue技术
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基于Node.js的大语言模型协同对话系统的设计与实现
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作者 许学秀 《微型计算机》 2025年第20期55-57,共3页
随着人工智能技术的飞速发展,大语言模型在众多领域正得到广泛应用。该研究旨在设计并实现一个面向多个大语言模型协同的对话系统,该系统通过将一个提示词发送给多个大语言模型,并利用另一个大语言模型对回答进行归纳或再回答,从而为用... 随着人工智能技术的飞速发展,大语言模型在众多领域正得到广泛应用。该研究旨在设计并实现一个面向多个大语言模型协同的对话系统,该系统通过将一个提示词发送给多个大语言模型,并利用另一个大语言模型对回答进行归纳或再回答,从而为用户提供更全面、准确的信息。系统采用了前后端分离的架构,后端基于Node.js和Express框架实现,负责处理用户请求、管理模型配置以及生成回答;前端使用Vue和ElementUI框架构建,提供了友好的用户界面,包括登录、配置、对话等功能。结果表明,该系统能够有效地整合多个大语言模型的回答,并生成高质量的最终回答,具有一定的应用价值。 展开更多
关键词 大语言模型 Node.js Vue 对话系统
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Optimizing management of sentinel lymph node limited residual tumor after neoadjuvant therapy for breast cancer:Balancing of act
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作者 Jing Sun Zhiqiang Shi +1 位作者 Zhao Bi Pengfei Qiu 《Chinese Journal of Cancer Research》 2025年第2期293-295,共3页
Introduction The accuracy of sentinel lymph node biopsy(SLNB)after neoadjuvant therapy(NAT)has been confirmed in clinical nodal stage 1(c N1)patients,and more patients could benefit from axillary surgery de-escalation... Introduction The accuracy of sentinel lymph node biopsy(SLNB)after neoadjuvant therapy(NAT)has been confirmed in clinical nodal stage 1(c N1)patients,and more patients could benefit from axillary surgery de-escalation after NAT(1,2). 展开更多
关键词 sentinel lymph node biopsy clinical nodal stage neoadjuvant therapy nat sentinel lymph node biopsy slnb axillary surgery de escalation accuracy residual tumor neoadjuvant therapy
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Adaptive Relay-Assisted WBAN Protocol:Enhancing Energy Efficiency and QoS through Advanced Multi-Criteria Decision-Making
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作者 Surender Singh Naveen Bilandi 《Computer Modeling in Engineering & Sciences》 2025年第7期489-509,共21页
Wireless Body Area Network(WBAN)is essential for continuous health monitoring.However,they face energy efficiency challenges due to the low power consumption of sensor nodes.Current WBAN routing protocols face limitat... Wireless Body Area Network(WBAN)is essential for continuous health monitoring.However,they face energy efficiency challenges due to the low power consumption of sensor nodes.Current WBAN routing protocols face limitations in strategically minimizing energy consumption during the retrieval of vital health parameters.Efficient network traffic management remains a challenge,with existing approaches often resulting in increased delay and reduced throughput.Additionally,insufficient attention has been paid to enhancing channel capacity to maintain signal strength and mitigate fading effects under dynamic and robust operating scenarios.Several routing strategies and procedures have been developed to effectively reduce communication-related energy consumption based on the selection of relay nodes.The relay node selection is essential for data transmission in WBAN.This paper introduces an Adaptive Relay-Assisted Protocol(ARAP)for WBAN,a hybrid routing protocol designed to optimize energy use and Quality of Service(QoS)metrics such as network longevity,latency,throughput,and residual energy.ARAP employs neutrosophic relay node selection techniques,including the Analytic Hierarchy Process(AHP)and Technique for Order Preference by Similarity to Ideal Solution(TOPSIS)to optimally resolve data and decision-making uncertainties.The protocol was compared with existing protocols such as Low-Energy Adaptive Clustering Hierarchy(LEACH),Modified-Adaptive Threshold Testing and Evaluation Methodology for Performance Testing(M-ATTEMPT),Wireless Adaptive Sampling Protocol(WASP),and Tree-Based Multicast Quality of Service(TMQoS).The comparative results show that the ARAP significantly outperformed these protocols in terms of network longevity and energy efficiency.ARAP has lower communication cost,better throughput,reduced delay,increased network lifetime,and enhanced residual energy.The simulation results indicate that the proposed approach performed better than the conventional methods,with 68%,62%,25%,and 50%improvements in network longevity,residual energy,throughput,and latency,respectively.This significantly improves the functional lifespan of WBAN and makes them promising candidates for sophisticated health monitoring systems. 展开更多
关键词 WBAN energy efficiency neutrosophic-AHP TOPSIS relay node QOS hybrid routing
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Central vascular ligation and complete mesocolon excision vs D3 lymphadenectomy: Standardization of surgical technique
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作者 Sung Uk Bae 《World Journal of Gastrointestinal Surgery》 2025年第4期435-439,共5页
Surgical advancements have transformed colorectal cancer treatment, withcomplete mesocolic excision (CME) becoming a crucial method to guaranteeoncological safety and effectiveness. The article by Yadav emphasized the... Surgical advancements have transformed colorectal cancer treatment, withcomplete mesocolic excision (CME) becoming a crucial method to guaranteeoncological safety and effectiveness. The article by Yadav emphasized the significanceof CME in attaining optimal resection margins, thorough lymph nodedissection, and enhanced long-term survival rates. The adjunctive function of D3lymphadenectomy, emphasizing the clearance of lymphatic drainage along thesupplying vessels, was also addressed. CME with central vascular ligation, basedon the principles of total mesorectal excision for rectal cancer, entails en bloc tumorresection and precise dissection along the embryological planes, thus diminishingrecurrence and improving survival rates. The viability and safety of minimallyinvasive techniques, such as laparoscopic CME, have been confirmed;however,technical difficulties remain owing to the intricate vascular anatomy. Roboticassistedsurgery presents potential benefits, including accurate lymphatic dissectionand intracorporeal anastomosis. However, evidence demonstrating itssuperiority over laparoscopic techniques is scarce owing to high costs and prolongedduration. This study promotes the global standardization of CME as anessential element of modern colorectal cancer surgery. CME epitomizes contemporaryoncological practices, requiring widespread adoption to achieve superiorityin colon cancer management. 展开更多
关键词 LAPAROSCOPY MESOCOLON Colonic neoplasm Lymph node Surgical technique
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K-GCN for Identifying Key Nodes in Complex Networks
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作者 Lin DONG Yufeng LU 《Journal of Mathematical Research with Applications》 2025年第2期260-274,共15页
Accurately identifying key nodes is essential for evaluating network robustness and controlling information propagation in complex network analysis. However, current research methods face limitations in applicability ... Accurately identifying key nodes is essential for evaluating network robustness and controlling information propagation in complex network analysis. However, current research methods face limitations in applicability and accuracy. To address these challenges, this study introduces the K-GCN model, which integrates neighborhood k-shell distribution analysis with Graph Convolutional Network(GCN) technology to enhance key node identification in complex networks. The K-GCN model first leverages neighborhood k-shell distributions to calculate entropy values for each node, effectively quantifying node importance within the network. These entropy values are then used as key features within the GCN, which subsequently formulates intelligent strategies to maximize network connectivity disruption by removing a minimal set of nodes, thereby impacting the overall network architecture. Through iterative interactions with the environment, the GCN continuously refines its strategies, achieving precise identification of key nodes in the network. Unlike traditional methods, the K-GCN model not only captures local node features but also integrates the network structure and complex interrelations between neighboring nodes, significantly improving the accuracy and efficiency of key node identification.Experimental validation in multiple real-world network scenarios demonstrates that the K-GCN model outperforms existing methods. 展开更多
关键词 key nodes complex networks K-SHELL GCN
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基于Node.js的计算机应用技术专业动态网站开发实践研究
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作者 康薇 《微型计算机》 2025年第3期10-12,共3页
动态网站开发技术在现代互联网应用中具有重要地位,Node.js作为一种高效的运行环境,以其异步非阻塞的架构广泛应用于动态网站开发中。然而,Node.js在实践中面临单线程架构、异步编程复杂性和依赖管理等挑战。通过集群模式、异步编程优... 动态网站开发技术在现代互联网应用中具有重要地位,Node.js作为一种高效的运行环境,以其异步非阻塞的架构广泛应用于动态网站开发中。然而,Node.js在实践中面临单线程架构、异步编程复杂性和依赖管理等挑战。通过集群模式、异步编程优化和模块化设计等策略,可以显著提升开发效率和项目效果。未来,随着前后端分离、性能优化、人工智能的融合与安全性提升,动态网站开发技术将朝更智能化和高效化的方向发展,推动互联网应用的不断革新与进步。 展开更多
关键词 Node.js 计算机应用技术 动态网站
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