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Early identification of stroke through deep learning with multi-modal human speech and movement data
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作者 Zijun Ou Haitao Wang +9 位作者 Bin Zhang Haobang Liang bei hu Longlong Ren Yanjuan Liu Yuhu Zhang Chengbo Dai Hejun Wu Weifeng Li Xin Li 《Neural Regeneration Research》 SCIE CAS 2025年第1期234-241,共8页
Early identification and treatment of stroke can greatly improve patient outcomes and quality of life.Although clinical tests such as the Cincinnati Pre-hospital Stroke Scale(CPSS)and the Face Arm Speech Test(FAST)are... Early identification and treatment of stroke can greatly improve patient outcomes and quality of life.Although clinical tests such as the Cincinnati Pre-hospital Stroke Scale(CPSS)and the Face Arm Speech Test(FAST)are commonly used for stroke screening,accurate administration is dependent on specialized training.In this study,we proposed a novel multimodal deep learning approach,based on the FAST,for assessing suspected stroke patients exhibiting symptoms such as limb weakness,facial paresis,and speech disorders in acute settings.We collected a dataset comprising videos and audio recordings of emergency room patients performing designated limb movements,facial expressions,and speech tests based on the FAST.We compared the constructed deep learning model,which was designed to process multi-modal datasets,with six prior models that achieved good action classification performance,including the I3D,SlowFast,X3D,TPN,TimeSformer,and MViT.We found that the findings of our deep learning model had a higher clinical value compared with the other approaches.Moreover,the multi-modal model outperformed its single-module variants,highlighting the benefit of utilizing multiple types of patient data,such as action videos and speech audio.These results indicate that a multi-modal deep learning model combined with the FAST could greatly improve the accuracy and sensitivity of early stroke identification of stroke,thus providing a practical and powerful tool for assessing stroke patients in an emergency clinical setting. 展开更多
关键词 artificial intelligence deep learning DIAGNOSIS early detection FAST SCREENING STROKE
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气相色谱-质谱法测定化妆品中苯甲酸酯类和对羟基苯甲酸酯类16种防腐剂 被引量:5
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作者 吕稳 张静雅 +2 位作者 胡贝 刘红 黄伟 《日用化学工业(中英文)》 CAS 北大核心 2023年第2期239-244,共6页
建立了测定化妆品中苯甲酸酯类和对羟基苯甲酸酯类防腐剂的气相色谱-质谱(GC-MS)方法。样品经饱和氯化钠和乙酸乙酯提取,离心后取上清液用乙腈定容。提取液经HP-5ms毛细管色谱柱(30 m×250μm×0.25μm)分离,采用选择离子监测模... 建立了测定化妆品中苯甲酸酯类和对羟基苯甲酸酯类防腐剂的气相色谱-质谱(GC-MS)方法。样品经饱和氯化钠和乙酸乙酯提取,离心后取上清液用乙腈定容。提取液经HP-5ms毛细管色谱柱(30 m×250μm×0.25μm)分离,采用选择离子监测模式(SIM)扫描测定,外标法定量。16种防腐剂在相应的线性范围内线性关系良好,其中苯甲酸酯类的检出限和定量限分别为0.3μg/g和1μg/g,对羟基苯甲酸酯类的检出限和定量限分别为0.6μg/g和2μg/g。实验选取了3种基质在两个水平下验证方法的回收率和精密度,16种防腐剂的加标回收率为85.4%~113.8%,相对标准偏差(RSD,n=6)≤10.9%。检测的50批婴幼儿类化妆品中对羟基苯甲酸甲酯和对羟基苯甲酸丙酯的使用频率最高,分别为50%和36%,添加量均符合规定。 展开更多
关键词 化妆品 气相色谱-质谱法 苯甲酸酯类 对羟基苯甲酸酯类 防腐剂
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液质联用技术在化妆品抗感染类药物检测中的应用
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作者 胡贝 李丽霞 +3 位作者 丁晓萍 吕稳 李晓健 李琼 《日用化学工业(中英文)》 CAS 北大核心 2023年第12期1443-1450,共8页
概述了化妆品中添加抗感染类药物的作用及对人体的安全风险,液质联用技术常用的质量分析器种类、特点及应用领域。介绍了《化妆品安全技术规范》(2015年版)中化妆品抗感染类药物的检测方法,并列出了国内外文献报道的应用液相色谱-三重... 概述了化妆品中添加抗感染类药物的作用及对人体的安全风险,液质联用技术常用的质量分析器种类、特点及应用领域。介绍了《化妆品安全技术规范》(2015年版)中化妆品抗感染类药物的检测方法,并列出了国内外文献报道的应用液相色谱-三重四极杆串联质谱、实时直接分析-高分辨质谱、超高效液相色谱-四极杆/静电场轨道阱高分辨质谱、超高效液相色谱-线性离子阱/静电场轨道阱高分辨质谱和超高效液相色谱-四极杆-飞行时间高分辨质谱检测抗感染类药物的情况,并包含了《化妆品安全技术规范》(2015年版)中尚无检测方法的三种物质,分别是丹诺沙星、甲氧苄啶和洛硝达唑。本文可以为行业相关科研人员提供参考资料,为相关检验检测机构的高效筛查和风险监测提供方向,为标准检测方法的制修订提供科学依据。最后对化妆品中抗感染类药物的检测方法的开发趋势进行了介绍。 展开更多
关键词 液质联用技术 化妆品 抗感染类药物 检测方法
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The study of electrochemical cycle for LiCoO_(2) by dual-mode EPR
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作者 bei hu Fushan Geng +1 位作者 Ming Shen Bingwen hu 《Magnetic Resonance Letters》 2023年第1期61-66,I0003,共7页
Dual-mode electron paramagnetic resonance(EPR)spectroscopy was employed to analyze redox mechanisms in lithium cobalt oxide LiCoO_(2)(LCO)cathode material during delithiation and lithiation.It was found that the O_(3)... Dual-mode electron paramagnetic resonance(EPR)spectroscopy was employed to analyze redox mechanisms in lithium cobalt oxide LiCoO_(2)(LCO)cathode material during delithiation and lithiation.It was found that the O_(3)-II could not fully convert back to the pristine O_(3) -I phase while oxygen vacancies quickly generate and accumulate during the cycling.Our study paves the way for better understanding the doping effects of different elements on LiCoO_(2) in the future. 展开更多
关键词 LiCoO_(2) EPR Redox mechanism Lithium-ion battery
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Thrombophilia Caused by Beta2-Glycoprotein I Deficiency: In Vitro Study of a Rare Mutation in APOH Gene 被引量:3
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作者 Xiao-ping ZHANG Wei ZENG +7 位作者 hui LIU Liang TANG Qing-yun WANG Zhi-peng CHENG Ying-ying WU bei hu Wei SHI Yu hu 《Current Medical Science》 SCIE CAS 2018年第2期379-385,共7页
This study aimed to explore the mechanism of a novel mutation (p.Lys38Glu) in apolipoprotein H (APOH) gene causing hereditary beta2-glycoprotein I (β2GPI) deficiency and thrombosis in a proband with thrombophil... This study aimed to explore the mechanism of a novel mutation (p.Lys38Glu) in apolipoprotein H (APOH) gene causing hereditary beta2-glycoprotein I (β2GPI) deficiency and thrombosis in a proband with thrombophilia. The plasma level of β2GPI was measured by ELISA and Western blotting, and anti-β2GPI antibody by ELISA. Lupus anticoagulant (LA) was assayed using the dilute Russell viper venom time. Deficiency of the major natural anticoagulants including protein C (PC), protein S (PS), antithrombin (AT) and thrombomodulin (TM) was excluded from the proband. A mutation analysis was performed by amplification and sequencing of the APOH gene. Wild type and mutant (c.112A〉G) APOH expression plasmids were constructed and transfected into HEK293T cells. The results showed that the thrornbin generation capacity of the proband was higher than that of the other family members. Missense mutation p.Lys38Glu in APOH gene and LA coexisted in the proband. The mutation led to β2GPI deficiency and thrombosis by impairing the protein production and inhibiting the platelet aggregation. It was concluded that the recurrent thrombosis of the proband is associated with the coexistence ofp.Lys38Glu mutation in APOH gene and LA in plasma. 展开更多
关键词 beta2-glycoprotein I lupus anticoagulant MUTATION apolipoprotein H THROMBOPHILIA
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UPLC-MS/MS法测定油基类化妆品中39种性激素 被引量:2
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作者 胡贝 李丽霞 +2 位作者 刘红 黄伟 丁晓萍 《日用化学工业》 CAS 北大核心 2022年第3期328-336,共9页
建立了超高效液相色谱-串联质谱法(UPLC-MS/MS)测定油基类化妆品中39种性激素的方法。样品经正己烷分散,70%乙腈超声提取,在CORTECS C;(2.1 mm×150 mm,2.7μm)色谱柱上分离,流动相为乙腈-水进行梯度洗脱,采用多反应监测(MRM)模式... 建立了超高效液相色谱-串联质谱法(UPLC-MS/MS)测定油基类化妆品中39种性激素的方法。样品经正己烷分散,70%乙腈超声提取,在CORTECS C;(2.1 mm×150 mm,2.7μm)色谱柱上分离,流动相为乙腈-水进行梯度洗脱,采用多反应监测(MRM)模式测定。结果表明,39种性激素在该方法下的基质效应值为0.78~1.26,检出限(LODs)和定量限(LOQs)分别为0.6~2.3μg/L和1.9~6.8μg/L,在1.87~67.41μg/L范围内线性关系良好(相关系数r>0.995)。在0.25,0.50和1.00μg/g 3个加标水平下的回收率为81.7%~110.6%,相对标准偏差(RSD,n=6)为1.2%~14.1%。该方法前处理简便,准确性好,适用于油基类化妆品中性激素的测定。 展开更多
关键词 超高效液相色谱-串联质谱法 化妆品 性激素 测定
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PD-1/PD-L1 checkpoint blockade in immune-antitumortherapy:advances and perspectives 被引量:1
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作者 Yu LI Ji JIANG bei hu 《中国药理学与毒理学杂志》 CAS CSCD 北大核心 2017年第10期963-963,共1页
During the past three decades,studies have shown that tumor cells could"manipulate"host immunity to escape the immune defenses in the tumor microenvironment.One of the most important underlying mechanisms is... During the past three decades,studies have shown that tumor cells could"manipulate"host immunity to escape the immune defenses in the tumor microenvironment.One of the most important underlying mechanisms is immune-suppression regulated by programmed cell death-1 or its ligand 1(PD-1/PD-L1),which makes PD-1/PD-L1 blockadea promising target of cancer immune-therapy.Tumors could suppress immuno-response of T cells by activating PD-1/PD-L1 signaling pathway.Therefore,inhibiting the interaction between PD-1 and PD-L1 could reconstitute the enduring antitumor immunity in the tumor microenvironment via enhancing the T-cell response,there after augmenting the endogenous antitumor force of the immune system.Along these lines,inhibitors of PD-1/PD-L1 has been applied in multiple clinical trials against various types of tumors.Recent studies indicated that PD-1/PD-L1 blockade have demonstrated high efficacy and safety against melanoma,lung,kidney and several other solid tumors,as well as hematological malignancies.Nevertheless,the efficacy of this checkpoint blockade approach is not universal.Some investigation suggested that lack of responses to anti-PD-1/PD-L1 therapy of patients without PD-1/PD-L1 over-expression was expected.In this review,we summarize the history and current understanding of multiple intrinsic and extrinsic mechanisms via which PD-1/PD-L1 is regulated and research advances in preclinical/clinical aspects of PD-1/PD-L1,as well as significance and perspectives regarding the PD-1/PD-L1 blockade in immune-antitumor therapy. 展开更多
关键词 PD-1 PD-L1 checkpoint blockade immuno-therapy research advaces
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真武汤对慢性心衰患者射血分数以及NT-proBNP水平影响的研究 被引量:6
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作者 田中秋 冯冬妹 +2 位作者 富荣丽 卑虎 赵继红 《中国中医药现代远程教育》 2022年第1期94-96,共3页
目的探讨真武汤对慢性心衰患者左室射血分数(Left ventricular ejection fraction,LVEF)以及氨基末端脑钠尿肽原(NT-proBNP)水平的影响。方法选取2019年1月—2020年5月在辽宁省义县中医院就诊的慢性心衰患者104例,以随机数字表法分为2组... 目的探讨真武汤对慢性心衰患者左室射血分数(Left ventricular ejection fraction,LVEF)以及氨基末端脑钠尿肽原(NT-proBNP)水平的影响。方法选取2019年1月—2020年5月在辽宁省义县中医院就诊的慢性心衰患者104例,以随机数字表法分为2组,各52例。对照组单纯应用常规西医治疗,观察组在对照组的基础上加用真武汤治疗,均治疗3周比较2组患者的LVEF、血清NT-proBNP水平及不良反应发生情况。结果治疗3周后2组LVEF水平均高于治疗前,且观察组LVEF水平比对照组更高,差异有统计学意义(P<0.05);经过3周的治疗,2组NT-proBNP水平均显著降低,且观察组水平较对照组更低,差异有统计学意义(P<0.05);将2组不良反应发生情况进行对比,差异无统计学意义(P>0.05)。结论在常规西医治疗加用真武汤治疗慢性心衰患者的效果较好,可进一步提高LVEF,改善血清NT-proBNP水平,且不会增加不良反应,具有较好的安全性。 展开更多
关键词 心悸 胸痹 慢性心力衰竭 心肾阳虚证 真武汤 经方
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QuEChERS-UPLC法测定化妆品中10种性激素
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作者 胡贝 李丽霞 +2 位作者 刘红 黄伟 丁晓萍 《日用化学工业》 CAS 北大核心 2021年第9期918-924,共7页
建立了QuEChERS-UPLC法测定化妆品中10种性激素的方法。样品利用饱和氯化钠进行分散,乙腈超声提取后经QuEChERS净化。采用CORTECS C_(18)+(2.1 mm×100 mm,2.7μm)色谱柱分离,以乙腈-水为流动相进行梯度洗脱,PDA检测器多波长检测,... 建立了QuEChERS-UPLC法测定化妆品中10种性激素的方法。样品利用饱和氯化钠进行分散,乙腈超声提取后经QuEChERS净化。采用CORTECS C_(18)+(2.1 mm×100 mm,2.7μm)色谱柱分离,以乙腈-水为流动相进行梯度洗脱,PDA检测器多波长检测,外标法定量。结果表明,10种性激素在各自的质量浓度范围内线性关系良好(相关系数r>0.99),检出限(LOD)和定量下限(LOQ)分别为0.02~0.1μg/mL和0.05~0.3μg/mL。在5,25和50μg/g 3个加标水平下的回收率为81.2%~103.5%,相对标准偏差(RSD,n=6)为0.5%~12.0%。该方法操作简便、重现性好,适用于化妆品中性激素的测定。 展开更多
关键词 QUECHERS 超高效液相色谱法 化妆品 性激素 测定
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信用等级变换的自由边界问题
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作者 陈新富 胡钡 +1 位作者 梁进 尹洪明 《中国科学:数学》 CSCD 北大核心 2024年第3期285-312,共28页
本文总结近年来评估信用等级变换风险的结构化模型的建立和发展,特别关注了使用资产债务比划分高低等级并且不同等级的资产满足不同的随机过程的情形,而这个问题可以转化为自由边界问题.本文介绍关于这个模型的理论研究结果、计算和实... 本文总结近年来评估信用等级变换风险的结构化模型的建立和发展,特别关注了使用资产债务比划分高低等级并且不同等级的资产满足不同的随机过程的情形,而这个问题可以转化为自由边界问题.本文介绍关于这个模型的理论研究结果、计算和实证方法以及模型的一些推广和展望. 展开更多
关键词 信用等级变换 信用风险评估 自由边界 金融数学
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Identification of new aptamer BC-3 targeting RPS7 from rapid screening for bladder carcinoma 被引量:1
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作者 Yunyi Liu Juan Li +9 位作者 Hailong Ou Dan Qi bei hu Yuxi Xu Jian hu Yi Xiong Luling Xia Jason Hhuang Xiaoxiao hu Erxi Wu 《Genes & Diseases》 SCIE CSCD 2023年第5期2137-2150,共14页
Aptamers,short single DNA or RNA oligonucleotides,have shown immense application potential as molecular probes for the early diagnosis and therapy of cancer.However,conventional cell-SELEX technologies for aptamer dis... Aptamers,short single DNA or RNA oligonucleotides,have shown immense application potential as molecular probes for the early diagnosis and therapy of cancer.However,conventional cell-SELEX technologies for aptamer discovery are time-consuming and laborious.Here we discovered a new aptamer BC-3 by using an improved rapid X-Aptamer selection process for human bladder carcinoma,for which there is no specific molecular probe yet.We show that BC-3 exhibited excellent affinity in bladder cancer cells but not normal cells.We demonstrate that BC-3 displayed high selectivity for tumor cells over their normal counterparts in vitro,in mice,and in patient tumor tissue specimens.Further endocytosis pathway analysis revealed that BC-3 internalized into bladder cancer cells via clathrin-mediated endocytosis.Importantly,we identified ribosomal protein S7(RPS7)as the binding target of BC-3 via an integrated methodology(mass spectrometry,colocalization assay,and immunoblotting).Together,we report that a novel aptamer BC-3 is discovered for bladder cancer and its properties in the disease are unearthed.Our findings will facilitate the discovery of novel diagnostic and therapeutic strategies for bladder cancer. 展开更多
关键词 Bladder cancer Cell-SELEX Clathrin-mediated endocytosis Intracellular colocalization Ribosomal protein S7 X-aptamer selections
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Black-phosphorus-based junctions and their optoelectronic device applications
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作者 Kunchan Wang Zhuoyang He +8 位作者 Xinyue Li Ke Xu Qingping Zhou Xiaowo Ye Teng Zhang Shenghao Jiang Yanming Zhang bei hu Changxin Chen 《Nano Research》 SCIE EI CSCD 2023年第1期1651-1669,共19页
Black phosphorus(BP)has attracted significant attention owing to its unique structure and preeminent photoelectric properties,which can be utilized to create novel junctions.Based on different BP-based junctions,versa... Black phosphorus(BP)has attracted significant attention owing to its unique structure and preeminent photoelectric properties,which can be utilized to create novel junctions.Based on different BP-based junctions,versatile optoelectronic devices have been fabricated and investigated in recent years,providing a fertile library for the characteristics of BP-based junctions and their optoelectronic applications.This review summarizes diverse BP-based junctions and their optoelectronic device applications.We firstly introduce the structure and properties of BP.Then,we emphatically describe the formation,properties,and optoelectronic device applications of the BP-based junctions including heterojunctions of BP and other two-dimensional(2D)semiconductors,BP p–n homojunctions,and BP/metal Schottky junctions.Finally,the challenge and prospect of the development and application of BP-based junctions are discussed.This timely review gives a snapshot of recent research breakthroughs in BP-based junctions and optoelectronic devices based on them,which is expected to provide a comprehensive vision for the potential of BP in the optoelectronic field. 展开更多
关键词 black phosphorus(BP) optoelectronic device HETEROJUNCTION p-n homojunction Schottky junction two-dimensional(2D)semiconductor
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寻找朝鲜的下一个投资机会
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作者 Sree Vidya Bhaktavatsalam bei hu 融汐(译) 《商业周刊(中文版)》 2018年第12期35-36,共2页
此前几波对和平的乐观情绪让债券投机者大获其利对冲基金经理凯尔·申(Kyleshin)一直在努力吃进30多年前违约、很少交易的朝鲜债务。他在香港运营的Gen2 Partners公司管理着一个7.2亿美元规模的对冲基金,他认为这种债券的交易... 此前几波对和平的乐观情绪让债券投机者大获其利对冲基金经理凯尔·申(Kyleshin)一直在努力吃进30多年前违约、很少交易的朝鲜债务。他在香港运营的Gen2 Partners公司管理着一个7.2亿美元规模的对冲基金,他认为这种债券的交易价格大约在20美分至30美分之间——如果与朝鲜的和平协议能够达成,任何持有这些债券的人都可能获得一笔暴利。 展开更多
关键词 投资机会 朝鲜 和平协议 交易价格 基金经理 乐观情绪 对冲基金 公司管理
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