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Feature extraction and learning approaches for cancellable biometrics:A survey
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作者 Wencheng Yang Song Wang +2 位作者 jiankun hu Xiaohui Tao Yan Li 《CAAI Transactions on Intelligence Technology》 SCIE EI 2024年第1期4-25,共22页
Biometric recognition is a widely used technology for user authentication.In the application of this technology,biometric security and recognition accuracy are two important issues that should be considered.In terms o... Biometric recognition is a widely used technology for user authentication.In the application of this technology,biometric security and recognition accuracy are two important issues that should be considered.In terms of biometric security,cancellable biometrics is an effective technique for protecting biometric data.Regarding recognition accuracy,feature representation plays a significant role in the performance and reliability of cancellable biometric systems.How to design good feature representations for cancellable biometrics is a challenging topic that has attracted a great deal of attention from the computer vision community,especially from researchers of cancellable biometrics.Feature extraction and learning in cancellable biometrics is to find suitable feature representations with a view to achieving satisfactory recognition performance,while the privacy of biometric data is protected.This survey informs the progress,trend and challenges of feature extraction and learning for cancellable biometrics,thus shedding light on the latest developments and future research of this area. 展开更多
关键词 BIOMETRICS feature extraction
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Eco-friendly biodegradable polyurethane based coating for antibacterial and antifouling performance 被引量:1
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作者 Abid Ali Bilal Ul Amin +7 位作者 Wenwu Yu Taijiang Gui Weiwei Cong Kai Zhang Zheming Tong jiankun hu Xiaoli Zhan Qinghua Zhang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2023年第2期80-88,共9页
Biofouling, which comprises the absorption of proteins and the adhesion of bacteria to the surface of living entities, is a severe concern for the maritime sector since it ultimately leads to hydrodynamic drag,resulti... Biofouling, which comprises the absorption of proteins and the adhesion of bacteria to the surface of living entities, is a severe concern for the maritime sector since it ultimately leads to hydrodynamic drag,resulting in a higher increase in fuel consumption. As a result, polymer resins are crucial in the marine sector for anti-biofouling coatings. In this work, the poly(caprolactone-ethylene glycol-caprolactone)-p olyurethane(PECL-PU) are prepared through ε-caprolactone(CL), poly(ethylene glycol)(PEG), 4,4'-methylene bis(cyclohexyl isocyanate) and 1,4 butanediol. Our study demonstrate that the PECL-PU copolymer degraded in artificial seawater(5.21%), enzymatic solution(12.63%), and seawater(13.75%)due to the presence of PEG segments in the laboratory-based test under static condition. Because the addition of PEG segments are increased the polymer's amorphous area and decreased the crystallization of the polycaprolactone(PCL) in the copolymer, as demonstrated by differential scanning calorimetry, X-ray diffraction, and water contact angle studies. Therefore, the hydrolysis rates of PECL-PU were higher than the caprolactone-co-polyurethane(CL-PU). The antifouling test showed that PECL-PU3 copolymer had about 90.29% protein resistance, 85.2% Escherichia coli(E. coli) reduction and 94.61% marine diatom Navicula incerta reduction comparison to the control. We have developed an eco-friendly and inexpensive promising degradable polyurethane for reduction of bacterial biofilm, which can preserve the formation of biofouling on marine coating under practical sea conditions. 展开更多
关键词 CAPROLACTONE PEG segments Biodegradable polyurethane BIOFOULING Hydrolytic degradation
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Comparison of survival outcomes between transthoracic and transabdominal surgical approaches in patients with Siewert-Ⅱ/Ⅲesophagogastric junction adenocarcinoma:a single-institution retrospective cohort study 被引量:10
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作者 Weihan Zhang Xinzu Chen +7 位作者 Kai Liu Kun Yang Xiaolong Chen Ying Zhao Yongfan Zhao Jiaping Chen Longqi Chen jiankun hu 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2016年第4期413-422,共10页
Objective: To compare the survival outcomes of transabdominal(TA) and transthoracic(TT) surgical approaches in patients with Siewert-Ⅱ/Ⅲ esophagogastric junction adenocarcinoma.Methods: This retrospective study was ... Objective: To compare the survival outcomes of transabdominal(TA) and transthoracic(TT) surgical approaches in patients with Siewert-Ⅱ/Ⅲ esophagogastric junction adenocarcinoma.Methods: This retrospective study was conducted in patients with Siewert-Ⅱ/Ⅲ esophagogastric junction adenocarcinoma who underwent either TT or TA operations in the West China Hospital between January 2006 and December 2009.Results: A total of 308 patients(109 in the TT and 199 in the TA groups) were included in this study with a follow-up rate of 87.3%. The median(P25, P75) number of harvested perigastric lymph nodes was 8(5, 10) in the TT group and 23(16, 34) in the TA group(P<0.001), and the number of positive perigastric lymph nodes was 2(0, 5) in the TT group and 3(1, 8) in the TA group(P<0.004). The 5-year overall survival(OS) rate was 36% in the TT group and 51% in the TA group(P=0.005). Subgroup analysis by Siewert classification showed that 5-year OS rates for patients with Siewert Ⅱ tumors were 38% and 48% in TT and TA groups, respectively(P=0.134), whereas the 5-year OS rate for patients with Siewert Ⅲ tumors was significantly lower in the TT group than that in the TA group(33% vs. 53%; P=0.010). Multivariate analysis indicated that N2 and N3 stages, R1/R2 resection and a TT surgical approach were prognostic factors for poor OS.Conclusions: Improved perigastric lymph node dissection may be the main reason for better survival outcomes observed with a TA gastrectomy approach than with TT gastrectomy for Siewert Ⅲ tumor patients. 展开更多
关键词 肿瘤患者 手术方法 队列研究 腺癌 食管 机构 微光
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Synthesis and characterization of caprolactone based polyurethane with degradable and antifouling performance 被引量:2
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作者 Abid Ali Lina Song +8 位作者 jiankun hu Jingxian Jiang Qingqing Rao Muhammad Shoaib Shah Fahad Yongjie Cai Xiaoli Zhan Fengqiu Chen Qinghua Zhang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2021年第6期299-306,共8页
In this work,a degradable polyurethane composed of caprolactone(CL)and L-Lactide(LLA)as soft segments,and 4,40-methylenebis(cyclohexyl isocyanate)(H12 MDI)and polytetramethylene ether glycol(PTMEG)as hard segments,was... In this work,a degradable polyurethane composed of caprolactone(CL)and L-Lactide(LLA)as soft segments,and 4,40-methylenebis(cyclohexyl isocyanate)(H12 MDI)and polytetramethylene ether glycol(PTMEG)as hard segments,was prepared.Hydrolytic degradation experiment revealed that the degradable polyurethane(PU)could be degraded in artificial seawater.It also showed that caprolactone-copolyurethane(CL-PU)copolymer with higher crystallinity degraded much slower in artificial seawater.However,the introduction of LLA resulted in an increase in the hydrophilicity and reduction in the crystallinity of degradable PU,as demonstrated by the contact angle analysis.The result of the scanning electron microscope showed that the surface of degradable PU renewed under static condition.Moreover,degradable PU was able to be used as a carrier,and it controlled the release rate of 4,5-dichloro-2-octyl-isothiazolone(DCOIT).The anti-diatom(Navicula incerta)test demonstrated that the(caprolactone-co-L-lactide)-co-polyurethane 4(CL/LAx-PU4)with DCOIT contents prevented the adhesion of diatom Navicula incerta(88.37%reduction)due to their self-polishing and the release of antifoulants.Therefore,the degradable PU consisted of CL,LLA,and DCOIT could be a durable resin with good antifouling activity for the application in the marine anti-biofouling field. 展开更多
关键词 ANTIFOULANT 4 5-dicholoro-2-octyl-isothiazolone Degradable polyurethane L-Lactide CAPROLACTONE
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Comparison of long-term quality of life between Billroth-I and Roux-en-Y anastomosis after distal gastrectomy for gastric cancer: a randomized controlled trial
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作者 Kun Yang Weihan Zhang +4 位作者 Zehua Chen Xiaolong Chen Kai Liu Linyong Zhao jiankun hu 《Chinese Medical Journal》 SCIE CAS CSCD 2023年第9期1074-1081,共8页
Background:The results of studies comparing Billroth-I(B-I)with Roux-en-Y(R-Y)reconstruction on the quality of life(QoL)are still inconsistent.The aim of this trial was to compare the long-term QoL of B-I with R-Y ana... Background:The results of studies comparing Billroth-I(B-I)with Roux-en-Y(R-Y)reconstruction on the quality of life(QoL)are still inconsistent.The aim of this trial was to compare the long-term QoL of B-I with R-Y anastomosis after curative distal gastrectomy for gastric cancer.Methods:A total of 140 patients undergoing curative distal gastrectomy with D2 lymphadenectomy in West China Hospital,Sichuan University from May 2011 to May 2014 were randomly assigned to the B-I group(N=70)and R-Y group(N=70).The follow-up time points were 1,3,6,9,12,24,36,48,and 60 months after the operation.The final follow-up time was May 2019.The clinicopathological features,operative safety,postoperative recovery,long-term survival as well as QoL were compared,among which QoL score was the primary outcome.An intention-to-treat analysis was applied.Results:The baseline characteristics were comparable between the two groups.There were no statistically significant differences in terms of postoperative morbidity and mortality rates,and postoperative recovery between the two groups.Less estimated blood loss and shorter surgical duration were found in the B-I group.There were no statistically significant differences in 5-year overall survival(79%[55/70]of the B-I group vs.80%[56/70]of the R-Y group,P=0.966)and recurrence-free survival rates(79%[55/70]of the B-I group vs.78%[55/70]of the R-Y group,P=0.979)between the two groups.The scores of the global health status of the R-Y group were higher than those of the B-I group with statistically significant differences(postoperative 1 year:85.4±13.1 vs.88.8±16.1,P=0.033;postoperative 3 year:87.3±15.2 vs.92.8±11.3,P=0.028;postoperative 5 year:90.9±13.7 vs.96.4±5.6,P=0.010),and the reflux(postoperative 3 year:8.8±12.9 vs.2.8±5.3,P=0.001;postoperative 5 year:5.1±9.8 vs.1.8±4.7,P=0.033)and epigastric pain(postoperative 1 year:11.8±12.7 vs.6.1±8.8,P=0.008;postoperative 3 year:9.4±10.6 vs.4.6±7.9,P=0.006;postoperative 5 year:6.0±8.9 vs.2.7±4.6,P=0.022)were milder in the R-Y group than those of the B-I group at the postoperative 1,3,and 5-year time points.Conclusions:Compared with B-I group,R-Y reconstruction was associated with better long-term QoL by reducing reflux and epigastric pain,without changing survival outcomes.Trial Registration:ChiCTR.org.cn,ChiCTR-TRC-10001434. 展开更多
关键词 Gastric cancer Distal gastrectomy Digestive tract reconstruction Billroth-I anastomosis Roux-en-Y anastomosis Quality of life
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年龄调整的Charlson合并症指数影响腹腔镜胃癌根治术患者预后的多中心回顾性研究 被引量:7
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作者 王祖凯 林建贤 +23 位作者 许燕常 赵刚 蔡丽生 李国新 徐泽宽 燕速 吴祖光 薛芳沁 孙益红 许东波 张文斌 余佩武 万进 胡建昆 苏向前 季加孚 李子禹 尤俊 李勇 樊林 谢建伟 李平 郑朝辉 黄昌明 《中华消化外科杂志》 CAS CSCD 北大核心 2022年第5期616-627,共12页
目的探讨年龄调整的Charlson合并症指数(ACCI)对腹腔镜胃癌根治术患者预后的影响。方法采用回顾性队列研究方法。收集2016年9月至2017年10月中国腹腔镜胃肠外科研究组-04研究中19家医院收治的242例(福建医科大学附属协和医院54例、莆田... 目的探讨年龄调整的Charlson合并症指数(ACCI)对腹腔镜胃癌根治术患者预后的影响。方法采用回顾性队列研究方法。收集2016年9月至2017年10月中国腹腔镜胃肠外科研究组-04研究中19家医院收治的242例(福建医科大学附属协和医院54例、莆田市第一医院32例、上海交通大学医学院附属仁济医院32例、福建医科大学附属漳州市医院31例、南方医科大学南方医院17例、南京医科大学第一附属医院11例、青海大学附属医院8例、梅州市人民医院8例、福建省立医院7例、复旦大学附属中山医院6例、龙岩市第一医院6例、新疆医科大学附属第一医院5例、陆军军医大学第一附属医院5例、广州中医药大学第二附属医院4例、四川大学华西医院4例、北京大学肿瘤医院4例、厦门大学附属第一医院3例、广东省人民医院3例、西安交通大学第一附属医院2例)行腹腔镜胃癌根治术患者的临床病理资料;男193例,女49例;年龄为62(23~74)岁。观察指标:(1)患者年龄分布与合并症及ACCI情况。(2)ACCI分组及临床病理特征比较。(3)术后早期并发症发生情况及术后早期并发症影响因素分析。(4)随访情况。(5)影响患者3年无复发生存率的因素分析。采用门诊或电话方式进行随访,了解患者术后生存情况。随访时间截至2020年12月。正态分布的计量资料以x±s表示,组间比较采用t检验;偏态分布的计量资料以M(Q_(1),Q_(3))或M(范围)表示,组间比较采用Mann-Whitney U检验。计数资料以绝对数或百分比表示,组间比较采用χ^(2)检验或Fisher确切概率法。等级资料比较采用非参数秩和检验。采用X-Tile软件(3.6.1)分析ACCI分组临界值。采用Kaplan-Meier法计算生存率和绘制生存曲线,采用Log-Rank检验进行生存分析。采用Logistic回归模型分析术后早期并发症影响因素。采用COX比例风险模型进行3年无复发生存率影响的单因素和多因素分析,多因素分析以逐步回归法纳入P<0.05的单因素指标和临床上与预后密切相关的变量。结果(1)患者年龄分布与合并症及ACCI情况。242例患者中,<50岁28例,50~59岁68例,60~69岁113例,70~79岁33例;合并轻度肝病、伴有终末器官损害的糖尿病、脑血管疾病、消化性溃疡、充血性心力衰竭、慢性肺疾病、不伴终末器官损害的糖尿病分别为1、1、2、2、6、8、9例。242例患者ACCI为2(0~4)。(2)ACCI分组及其临床病理特征比较。X-Tile软件分析结果显示:ACCI=3为最佳分组临界值。根据ACCI最佳分组临界值将242例患者分为低ACCI组(ACCI<3)194例和高ACCI组(ACCI≥3)48例。低ACCI组患者年龄,体质量指数,术前合并症,美国麻醉医师协会分级(Ⅰ级、Ⅱ级、Ⅲ级),肿瘤长径,组织学类型(印戒细胞癌或低分化腺癌、中分化或高分化腺癌),肿瘤病理学T分期(T1期、T2期、T3期、T4期),化疗周期分别为(58±9)岁,(22.6±2.9)kg/m2,31例,106、85、3例,(4.0±1.9)cm,104、90例,16、29、72、77例,6(4,6)个;高ACCI组患者上述指标分别为(70±4)岁,(21.7±2.7)kg/m2,23例,14、33、1例,(5.4±3.1)cm,36、12例,3、4、13、28例,4(2,5)个;两组患者上述指标比较,差异均有统计学意义(t=-14.37、1.98,χ^(2)=22.64,Z=-3.11,t=-2.91,χ^(2)=7.22,Z=-2.21、-3.16,P<0.05)。(3)术后早期并发症发生情况及术后早期并发症影响因素分析。242例患者中,33例发生术后早期并发症,包括局部并发症20例,系统性并发症16例,部分患者同时合并多种并发症。20例局部并发症包括腹腔感染12例,吻合口漏7例,切口感染、腹腔出血、吻合口出血各2例,淋巴液漏1例。16例系统性并发症包括肺部感染11例,心律失常、脓毒血症各2例,肝衰竭、肾衰竭、肺动脉栓塞、深静脉血栓、尿路感染、尿潴留各1例。33例发生术后早期并发症患者Clavien-Dindo并发症分级Ⅰ级、Ⅱ级、Ⅲa级、Ⅲb级、Ⅳ级分别为3、22、5、2、1例。低ACCI组患者术后早期并发症、局部并发症、系统性并发症分别为22、13、9例;高ACCI组患者上述指标分别为11、7、7例;两组患者早期并发症、系统性并发症比较,差异均有统计学意义(χ^(2)=4.38,4.66,P<0.05);局部并发症比较,差异无统计学意义(χ^(2)=2.20,P>0.05)。Logistic回归分析结果显示:ACCI是影响腹腔镜胃癌根治术后发生早期并发症的相关因素(比值比=2.32,95%可信区间为1.04~5.21,P<0.05)。(4)随访情况。242例患者均获得随访,随访时间为36(1~46)个月。随访期间,53例患者死亡,13例带瘤生存。242例患者3年无复发生存率为73.5%。低ACCI组患者随访时间为36(2~46)个月,随访期间,29例患者死亡,10例带瘤生存,患者3年无复发生存率为80.0%;高ACCI组患者上述指标分别为35(1~42)个月,24、3例,47.4%;两组患者3年无复发生存率比较,差异有统计学意义(χ^(2)=30.49,P<0.05)。(5)影响患者3年无复发生存率的因素分析。单因素分析结果显示:术前合并症、ACCI、肿瘤长径、组织学类型、血管侵犯、淋巴管侵犯、神经侵犯、肿瘤病理学TNM分期、术后早期并发症是影响腹腔镜胃癌根治术后3年无复发生存率的相关因素(风险比=2.52,3.64,2.62,0.47,2.87,1.90,1.86,21.77,1.97,95%可信区间为1.52~4.17,2.22~5.95,1.54~4.46,0.27~0.80,1.76~4.70,1.15~3.12,1.10~3.14,3.01~157.52,1.11~3.50,P<0.05)。多因素分析结果显示:ACCI、肿瘤病理学TNM分期、辅助化疗是腹腔镜胃癌根治术后3年无复发生存率的独立影响因素(风险比=3.65,11.00,40.66,0.39,95%可信区间为2.21~6.02,1.40~86.73,5.41~305.69,0.22~0.68,P<0.05)。结论ACCI是影响腹腔镜胃癌根治术后发生早期并发症的相关因素,ACCI、肿瘤病理学TNM分期、辅助化疗是腹腔镜胃癌根治术后3年无复发生存率的独立影响因素。 展开更多
关键词 胃肿瘤 全胃切除术 年龄 术前合并症 年龄调整的Charlson合并症指数 术后早期并发症 预后 腹腔镜检查
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ELANE:an emerging lane to selective anticancer therapy 被引量:1
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作者 Boqiang Peng jiankun hu Xianghui Fu 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2021年第11期3155-3156,共2页
Recently,Cui et al.1 revealed that neutrophil elastase(ELANE)can selectively kill a wide range of cancer cells while sparing proximal non-cancer cells and significantly attenuate tumorigenesis,suggesting a promising s... Recently,Cui et al.1 revealed that neutrophil elastase(ELANE)can selectively kill a wide range of cancer cells while sparing proximal non-cancer cells and significantly attenuate tumorigenesis,suggesting a promising selective and broad anticancer strategy. 展开更多
关键词 CANCER PROXIMAL
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Neurons generated from carcinoma stem cells support cancerprogression
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作者 Ran Lu Chuanwen Fan +14 位作者 Wenqi Shangguan Yuan Liu Yu Li Yanna Shang Dongqin Yin Shengliang Zhang Qiaorong huang Xue Li Wentong Meng Hong Xu Zongguang Zhou jiankun hu Weimin Li Lunxu Liu Xianming Mo 《Signal Transduction and Targeted Therapy》 SCIE 2017年第1期320-329,共10页
Recent evidences show that nervous system acts as a crucial part of cancer microenvironment.Infiltration of nerve fibers into cancer microenvironment has an important active role in cancer progression.The stimulations... Recent evidences show that nervous system acts as a crucial part of cancer microenvironment.Infiltration of nerve fibers into cancer microenvironment has an important active role in cancer progression.The stimulations of both cancer growth and metastasis by members of nervous system such as neurons and glial cells have been demonstrated.However,how the nervous system is built in cancer is largely unknown.Here we show that a fraction of cancer stem cells(CSCs)derived from patients with gastric carcinoma and colorectal carcinoma are capable of producing neurons that are involved in tumor neurogenesis and tumor growth.Cancer stem cell monoclone derived from a single cancer stem cell was able to generate neurons including sympathetic and parasympathetic neurons to take part in the nervous system in cancer tissues.Knocking down the neural cell generating capability of the human CSCs inhibited the growth of xenograft tumors in mouse model.Our data demonstrate that human CSCs are able to produce one of most important components in the cancer microenvironment that are required for cancer development and progression. 展开更多
关键词 CANCER inhibited STIMULATION
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