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Rapid visual screening of soft-story buildings from street view images using deep learning classification

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Earthquake Engineering and Engineering Vibration 2020年第4期19卷 827-838页

作者： Qian Yu Chaofeng Wang frank mckenna Stella XYu Ertugrul Taciroglu Barbaros Cetiner Kincho HLaw International Computer Science Institute University of CaliforniaBerkeleyCAUSA Department of Civil and Environmental Engineering University of CaliforniaBerkeleyCAUSA Civil and Environmental Engineering University of CaliforniaLos AngelesCAUSA Civil and Environmental Engineering Stanford UniversityCAUSA

Rapid and accurate identification of potential structural deficiencies is a crucial task in evaluating seismic vulnerability of large building inventories in a region. In the case of multi-story structures, abrupt vertical variations of story stiffness are known to significantly increase the likelihood of collapse during moderate or severe earthquakes. Identifying and retrofitting buildings with such irregularities—generally termed as soft-story buildings—is, therefore, vital in earthquake preparedness and loss mitigation efforts. Soft-story building identification through conventional means is a labor-intensive and time-consuming process. In this study, an automated procedure was devised based on deep learning techniques for identifying soft-story buildings from street-view images at a regional scale. A database containing a large number of building images and a semi-automated image labeling approach that effectively annotates new database entries was developed for developing the deep learning model. Extensive computational experiments were carried out to examine the effectiveness of the proposed procedure, and to gain insights into automated soft-story building identification.

关键词： soft-story building deep learning CNN rapid visual screening street view image

SC27菌剂对茄子、菜豆生长、产量和品质的影响

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福建农林大学学报（自然科学版） 2002年第4期31卷 521-523页

作者：施木田张建丽 frank mckenna 福建农林大学园艺学院福建福州350002 福建省农业厅土肥站福建福州350003 澳大利亚默多奇大学分子实验室

田间试验结果表明:兑水浇施澳州SC27菌剂4.5和9.0L·hm-2可分别提高茄子、菜豆产量1.85-2.75和1.30-2.67t·hm-2,增产幅度为4.72%-7.02%和6.48%-13.31%,这与SC27菌剂可促进植株生长,提高叶片中N、蛋白质、糖和淀粉含量有关.SC27菌剂还... 详细信息

田间试验结果表明:兑水浇施澳州SC27菌剂4.5和9.0L·hm-2可分别提高茄子、菜豆产量1.85-2.75和1.30-2.67t·hm-2,增产幅度为4.72%-7.02%和6.48%-13.31%,这与SC27菌剂可促进植株生长,提高叶片中N、蛋白质、糖和淀粉含量有关.SC27菌剂还可以增加茄子、菜豆中17种氨基酸含量,尤其是人体必需氨基酸含量及蛋白质、糖分、Vc、P、Ca、Fe、Zn等含量,降低NO-3-N含量,改善茄子、菜豆品质.

关键词： SC27菌剂茄子菜豆生长产量品质

成人类风湿关节炎的诊断和管理:NICE指南更新概要

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英国医学杂志中文版 2019年第2期22卷 110-113页

作者： Alex Allen Serena Carville frank mckenna 白明欣(译) 姚海红(审校) National Guideline Centre Royal College of PhysiciansLondon NW1 4LEUK Trafford General Hospital Manchester University NHS Foundation TrustManchester M41 5SLUK 北京大学人民医院风湿免疫科

类风湿关节炎是一种慢性、致残的自身免疫病,主要以大小关节的滑膜炎引起肿胀、晨僵、疼痛和进行性关节破坏为特征。英国人的患病率约1%,其中约15%为重度类风湿关节炎。女性患病率约为男性的3倍。可见于任何年龄,但40~60岁好发。类风湿... 详细信息

类风湿关节炎是一种慢性、致残的自身免疫病,主要以大小关节的滑膜炎引起肿胀、晨僵、疼痛和进行性关节破坏为特征。英国人的患病率约1%,其中约15%为重度类风湿关节炎。女性患病率约为男性的3倍。可见于任何年龄,但40~60岁好发。类风湿关节炎的早期表现为关节疼痛和肿胀。快速、准确地转诊至风湿科对实现早期缓解、预防或减少残疾至关重要。

关键词：类风湿关节炎 NICE 指南管理诊断成人关节疼痛早期表现

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SC27菌剂对芦柑产量和品质的影响

福建农林大学学报（自然科学版） 2002年第2期31卷 195-198页

作者：施木田潘东明陈少尊陈力华 frank mckenna 福建农林大学园艺学院福建福州350002 永春县石鼓镇政府福建永春362601 澳大利亚默多奇大学分子实验室

多点田间试验结果表明 ,每年土壤兑水浇施 60 m L·株 - 1 澳州 SC2 7菌剂可显著提高芦柑产量 ,增产幅度达 4.2 2 % -6.80 % ,这与 SC2 7菌剂可促进土壤养分有效化 ,提高植株叶片 N、蛋白质、糖和淀粉含量有关 .SC2 7菌剂还可增加芦柑中... 详细信息

多点田间试验结果表明 ,每年土壤兑水浇施 60 m L·株 - 1 澳州 SC2 7菌剂可显著提高芦柑产量 ,增产幅度达 4.2 2 % -6.80 % ,这与 SC2 7菌剂可促进土壤养分有效化 ,提高植株叶片 N、蛋白质、糖和淀粉含量有关 .SC2 7菌剂还可增加芦柑中1 7种氨基酸含量 ,尤其是人体必需氨基酸含量 ,以及果实中蛋白质、糖、可溶性固形物、VC、P、Ca、Fe、Zn等含量。

关键词： SC27菌剂芦柑产量品质微生物肥料

SC27菌剂对福眼龙眼果实生长、产量和品质的影响

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福建农业大学学报 2001年第4期30卷 470-472页

作者：施木田 frank mckenna 等福建农林大学园艺学院，福建福州350002 澳大利亚默多奇大学分子实验室，Perth WesternAustralia

田间试验结果表明:每年土壤兑水浇施澳州SC27菌剂40和80 mL*株-1可提高龙眼产量1.1-1.6 t*hm-2,这与SC27促进土壤养分有效化,提高植株叶片中N、蛋白质、糖和淀粉含量以及提高龙眼座果数和果实膨大系数有关;SC27可以增加龙眼中17种氨基酸... 详细信息

田间试验结果表明:每年土壤兑水浇施澳州SC27菌剂40和80 mL*株-1可提高龙眼产量1.1-1.6 t*hm-2,这与SC27促进土壤养分有效化,提高植株叶片中N、蛋白质、糖和淀粉含量以及提高龙眼座果数和果实膨大系数有关;SC27可以增加龙眼中17种氨基酸(尤其是人体必需氨基酸)含量,以及果实中蛋白质、糖、可溶性固形物、VC、P、Ca、Fe、Zn等含量,改善果品品质.

关键词： SC27菌剂福眼龙眼果实生长产量品质龙眼

Evidence of bisphosphonate-conjugated sitafloxacin eradication of established methicillin-resistant *** infection with osseointegration in murine models of implant-associated osteomyelitis

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Bone Research 2023年第4期11卷 751-763页

作者： Youliang Ren Jason Weeks Thomas Xue Joshua Rainbolt Karen L.de Mesy Bentley Ye Shu Yuting Liu Elysia Masters Philip Cherian Charles E.mckenna Jeffrey Neighbors frank H.Ebetino Edward M.Schwarz Shuting Sun Chao Xie Center for Musculoskeletal Research University of Rochester Medical CenterRochesterNY 14642USA Department of Orthopaedics University of Rochester Medical CenterRochesterNY 14642USA Department of Pathology and Center for Advanced Research Technologies University of Rochester Medical CenterRochesterNY 14642USA BioVinc LLCPasadenaCA 91107USA Department of Chemistry University of Southern CaliforniaLos AngelesCA 90089USA Department of Pharmacology Pennsylvania State UniversityHersheyPA 17033USA Department of Chemistry University of RochesterRoche

Eradication of MRSA osteomyelitis requires elimination of distinct *** overcome this,we developed bisphosphonateconjugated sitafloxacin(BCS,BV600072)and hydroxybisphosphonate-conjugate sitafloxacin(HBCS,BV63072),which achieve“target-and-release”drug delivery proximal to the bone infection and have prophylactic efficacy against MRSA static biofilm in vitro and in *** we evaluated their therapeutic efficacy in a murine 1-stage exchange femoral plate model with bioluminescent MRSA(USA300LAC::lux).Osteomyelitis was confirmed by CFU on the explants and longitudinal bioluminescent imaging(BLI)after debridement and implant exchange surgery on day 7,and mice were randomized into seven groups:1)Baseline(harvested at day7,no treatment);2)HPBP(bisphosphonate control for BCS)+vancomycin;3)HPHBP(hydroxybisphosphonate control for HBCS)+vancomycin;4)vancomycin;5)sitafloxacin;6)BCS+vancomycin;and 7)HBCS+*** confirmed infection persisted in all groups except for mice treated with BCS or HBCS+*** revealed catastrophic femur fractures in all groups except mice treated with BCS or HBCS+vancomycin,which also displayed decreases in peri-implant bone loss,osteoclast numbers,and *** confirm this,we assessed the efficacy of vancomycin,sitafloxacin,and HBCS monotherapy in a transtibial implant *** results showed complete lack of vancomycin efficacy while all mice treated with HBCS had evidence of infection control,and some had evidence of osseous integrated septic implants,suggestive of biofilm *** together these studies demonstrate that HBCS adjuvant with standard of care debridement and vancomycin therapy has the potential to eradicate MRSA osteomyelitis.

关键词： implant infection overcome

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传染病的终极解决方案

环球科学 2020年第19期 48-55页

作者：马林·麦肯纳赵建元(译) 埃默里大学人类健康研究中心中国医学科学院

1972年,澳大利亚杰出的病毒学家弗兰克·麦克法兰·伯内特(frank Macfarlane Burnet)为《传染病的自然史》(Natural History of Infectious Disease)第4版进行了一项调查,十分满意地回顾了20世纪的医学进展。在这一年,美国由于彻底消灭... 详细信息

1972年,澳大利亚杰出的病毒学家弗兰克·麦克法兰·伯内特(frank Macfarlane Burnet)为《传染病的自然史》(Natural History of Infectious Disease)第4版进行了一项调查,十分满意地回顾了20世纪的医学进展。在这一年,美国由于彻底消灭了天花,停止了天花疫苗的常规接种。而在前一年,针对麻疹、腮腺炎和风疹的联合疫苗获得了生产许可。

关键词：常规接种天花疫苗生产许可风疹联合疫苗自然史传染病伯内特