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基于知识表示学习的名老中医治疗肺癌用药知识自动化补全研究 被引量:2
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作者 王欣宇 杨涛 胡孔法 《南京中医药大学学报》 CAS CSCD 北大核心 2023年第10期972-978,共7页
目的针对名老中医治疗肺癌医案用药知识库构建任务,实现知识库的自动化补全。方法设计名老中医治疗肺癌用药知识补全方法,对症状、诊断、中药、舌象和脉象之间的相关性进行分析,并根据阈值进行划分,在组成初始知识库的基础上使用CrossE... 目的针对名老中医治疗肺癌医案用药知识库构建任务,实现知识库的自动化补全。方法设计名老中医治疗肺癌用药知识补全方法,对症状、诊断、中药、舌象和脉象之间的相关性进行分析,并根据阈值进行划分,在组成初始知识库的基础上使用CrossE知识表示模型结合负采样技术学习知识库中各实体和关系在向量空间中的嵌入表示,通过链路预测任务挖掘知识库中的隐藏关系。结果在对医案中各实体进行皮尔逊相关性分析的基础上利用CrossE模型所预测的关系在Hit@1、Hit@3、Hit@5和Hit@10指标上分别达到了16.19%、29.12%、35.85%和47.60%,在MeanRank指标上达到了13.19。相较TransE、TransR等模型,有显著提升。结论使用知识补全技术结合中医临床实践可以深入挖掘名老中医治疗肺癌的隐藏知识。 展开更多
关键词 知识表示学习 CrossE 名老中医 肺癌用药 知识自动化补全
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Comparison of pharmacokinetics,efficacy and toxicity profile of gemcitabine using two different administration regimens in Chinese patients with non-small-cell lung cancer 被引量:1
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作者 WANG Lin-run LIU Jian HUANG Ming-zhu XU Nong 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2007年第5期307-313,共7页
Objective: To conduct a randomized comparative trial of pharmacokinetics, efficacy and toxicity profile treatment with 1200 mg/m^2 gemcitabine using standard 30-min infusion or fixed dose rate (FDR) infusion [10 mg... Objective: To conduct a randomized comparative trial of pharmacokinetics, efficacy and toxicity profile treatment with 1200 mg/m^2 gemcitabine using standard 30-min infusion or fixed dose rate (FDR) infusion [10 mg/(m^2-min)] on days 1 and 8 plus carboplatin AUC (area under curve) 5 on day 1 in Chinese non-small-cell cancer patients. Twelve patients were enrolled in this study. Methods: Plasma gemcitabine concentrations were measured by ion-pair reversed phase high performance liquid chromatography. Antitumoral activity and toxicity of gemcitabine was assessed according to World Health Organization criteria. Results: The obtained mean parameters, such as T1/2 (elimination half time), AUC, and CL (clearance), were consistent with those reported in literature. Qualified response rate in our study was 33.3% for standard arm and 50% for FDR ann. Additional 50% and 33.3% patients contracted stable disease (SD) in standard arm and FDR arm, respectively. The predominant toxicity was hematologic, and patients in the standard infusion ann experienced consistently more hematologic toxicity, Conclusion: Pharmacokinetic and clinical data in this trial support the continued evaluation of the FDR infusion strategy with gemcitabine. 展开更多
关键词 GEMCITABINE Non-small-cell lung cancer PHARMACOKINETICS Qualified response Safety
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Application value of ATP based bioluminescence tumor chemosensitivity assay in the chemotherapy for hydrothorax caused by non-small cell lung cancer 被引量:1
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作者 Kaijian Le Yuming Jia +1 位作者 Jing Wang Maoqiong Jiang 《The Chinese-German Journal of Clinical Oncology》 CAS 2013年第5期210-212,共3页
Objective: The aim of the study was to investigate the clinical value and application of ATP based bioluminescence tumor chemosensitivity assay (ATP-TCA) in the chemotherapy for hydrothorax caused by non-small cell... Objective: The aim of the study was to investigate the clinical value and application of ATP based bioluminescence tumor chemosensitivity assay (ATP-TCA) in the chemotherapy for hydrothorax caused by non-small cell lung cancer (NSCLC). Methods: Hydrothorax specimens from 120 NSCLC patients were analyzed by ATP-TCA and the most sensitive chemotherapeutic drugs were used in NSCLC patients (treatment group). At the same time, 56 NSCLC patients with hydrethorax were admitted in our Hospital (Department of Oncology, The No. 2 People's Hospital of Yibin, China) and given chemotherapy without guidance of the ATP-TCA (control group). Before the third chemotherapeutic cycle, clinical outcomes were analyzed in the two groups. Results: Effective rate of hydrothorax in treatment group was 67%, while 46% in control group (P 〈 0.05). In refractory hydrothorax patients, they were 69% and 40% (P 〈 0.05), respectively.In vitro results correlated well with clinical outcomes (P 〈 0.01). Conclusion: Effective rate of chemotherapy for hydrothorax in NSCLC is higher in treatment group than that in control group. ATP-TCA is especially helpful for refractory hydrothorax. 展开更多
关键词 ATP based bioluminescence tumor chemosensitivity assay (ATP-TCA) non-small cell lung cancer (NSCLC)hydrothorax
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Ceritinib: From Synthesis to Clinical Applications
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作者 Xiuyan Cui Weihua Song +1 位作者 Qi Yang Zhangqun Yang 《Journal of Pharmacy and Pharmacology》 2016年第8期390-393,共4页
Lung cancer is the major cause of cancer-related mortality, accountingfor over one quarter of cancer deaths. Lung cancers are generally divided into two main categories: SCLC (small cell lung cancer) and NSCLC (no... Lung cancer is the major cause of cancer-related mortality, accountingfor over one quarter of cancer deaths. Lung cancers are generally divided into two main categories: SCLC (small cell lung cancer) and NSCLC (non-small cell lung cancer). NSCLC accounts for approximately 85% of all lung cancers. ALK (anaplastic largecell kinase) gene rearrangements are identified and targeted resulting in promising response rates for NSCLC in early studies. Ceritinib is a second-generation ALK inhibitor that has demonstrated activity in crizotinib (the first-generation ALK inhibitor)-resistant patients. In this paper, the synthesis, pharmacodynamics, pharmacokinetics, therapeutic trials, adverse events and drug-drug interactions are briefly overviewed in order to make more scholars, medical workers and patients have a more clear and comprehensive recognition on this drug. 展开更多
关键词 Ceritinib non-small cell lung cancer ALK inhibitor review.
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