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| 1 | Air quality monitoring using mobile microscopy and machine learning显示文摘Rapid,accurate and high-throughput sizing and quantification of particulate matter(PM)in air is crucial for monitoring and improving air quality.In fact,particles in air with a diameter of≤2.5μm have been classified as carcinogenic by the World Health Organization.Here we present a field-portable cost-effective platform for high-throughput quantification of particulate matter using computational lens-free microscopy and machine-learning.This platform,termed c-Air,is also integrated with a smartphone application for device control and display of results.This mobile device rapidly screens 6.5 L of air in 30 s and generates microscopic images of the aerosols in air.It provides statistics of the particle size and density distribution with a sizing accuracy of~93%.We tested this mobile platform by measuring the air quality at different indoor and outdoor environments and measurement times,and compared our results to those of an Environmental Protection Agency–approved device based on beta-attenuation monitoring,which showed strong correlation to c-Air measurements.Furthermore,we used c-Air to map the air quality around Los Angeles International Airport(LAX)over 24 h to confirm that the impact of LAX on increased PM concentration was present even at 47 km away from the airport,especially along the direction of landing flights.With its machinelearning-based computational microscopy interface,c-Air can be adaptively tailored to detect specific particles in air,for example,various types of pollen and mold and provide a cost-effective mobile solution for highly accurate and distributed sensing of air quality. | Yi-Chen Wu Ashutosh Shiledar Yi-Cheng Li Jeffrey Wong Steve Feng Xuan Chen Christine Chen Kevin Jin Saba Janamian Zhe Yang Zachary Scott Ballard Zoltán Göröcs Alborz Feizi Aydogan Ozcan | 2017 | Light(Science & Applications)2017，6，1： | 5 |
| 2 | Preferential CTL targeting of Gag is associated with relative viral control in long-term surviving HIV-1 infected former plasma donors from China显示文摘它通常被相信细胞毒素的 T 淋巴细胞(CTL ) 玩的那 CD8 + 在限制人的免疫不全病毒类型 1 的复制(HIV-1 ) 并且在决定感染的结果,和这效果可以部分优先地取决于产品是哪个 HIV 的一个关键角色指向了。在以前的血浆施主(FPD ) 的一个队探讨在 HIV-1-specific CTL 回答和病毒复制之间的关联,天真的 FPD 与 HIV-1 clade B' 紧张感染了的 143 antiretroviral 治疗与 IFN-γ 为 HIV-1-specific CTL 回答被估计;在由使用盖住整个一致 clade B proteome 的重叠的肽(OLP ) 的单个肽水平的 Elispot 试金。由使用一个枪兵的等级关联分析,当是断然相关到 CD4 计数时,我们发现在全部的病毒特定的 CTL 活动之中的作呕特定的 CTL 回答的比例相反地与病毒的负担被相关,与与增加的病毒的负担被联系并且减少的Pol特定、Env特定的回答对比, CD4 数。另外, Vpr-specifc CTL 回答显示出类似的保护的效果与作呕回答,但是与识别的低得多的频率。显著地,我们也观察了在 HLA 之间的一个协会 --*30/B*13/Cw*06 haplotype 和可能由于的更低的病毒的负担限制了作呕特定的 CTL 回答。因此,我们的数据在疾病控制表明作呕特定的 CTL 回答的突出的角色。HLA 的优点 -- 在病毒的控制的 *30/B*13/Cw*06 haplotype 可以在学习个人与作呕特定的 CTL 回答的贡献被联系。 | Mingming Jia Kunxue Hong Jianping Chen Yuhua Ruan Zhe Wang Bing Su Guoliang Ren Xiaoqing Zhang Zhen Liu Quanbi Zhao Dan Li Hong Peng Marcus Altfeld Bruce D Walker Xu G Yu Yiming Shao | 2012 | Cell Research2012，22，5： | 3 |
| 3 | In vitro studies on cellular and molecular mechanisms of arsenic trioxide in the treatment of acute promyelocytic leukemia:As2O3 induces NB4 cell apoptosis with downregulation of Bcl-2 expression and modulation of PML-RAR alpha/PML protein显示文摘 | Chen G Q Zhe J Shi X G | 1996 | Blood1996，88，3： | 1 |
| 4 | Optimal Two-threshold Polices in an M/G/1 Queue With Two Vacation Types显示文摘 | Raymond G Vickson Michel J A Van Eenige | 1997 | Performance Evaluation1997，29，： | 1 |
| 5 | Coupling effect between equilibrium field and heating field and modification of the power supply system on SUNIST spherical tokamak 显示文摘 | H Yexi L Xiaoyan G Zhe | 2005 | Plasma Science and Technology2005，7，： | 1 |
| 6 | Spontaneous activation of ovulated mouse eggs:time-dependent effects on M-phase exit,cortical granule exocytosis,maternal messenger ribonucleic acid recruitment,and inositol 1,4,5-trisphosphate sensitivity显示文摘 | XU ZHE ABBOTT A KOPF G S | 1997 | Biol Reprod1997，57，： | 1 |
| 7 | In vitro culture retards spontaneous activation of cell cycle progression and cortical granule exocytosis that normally occur in in vivo unfertilized mouse eggs显示文摘 | ABBOTT A L XU ZHE KOPF G S | 1998 | Biol Reprod1998，59，： | 1 |
| 8 | Dynamic Compressive Behavior of Aluminum Alloy Foams显示文摘 | Feng Y Zhe Z G | 2001 | Journal of Materials Science Letters2001，20，： | 1 |
| 9 | Single cell oil production from hydrolysate of cassava starch by marine-derived yeast Rhodotorula mucilaginosa TJY15a显示文摘 | LI M LJU G L ZHE C | 2010 | Biomass and Bioenergy2010，34，1： | 1 |
| 10 | Multiple- complex coefficient-filter-based phase-locked loop and synchronization technique for three-phase grid-inter- faced converters in distributed utility networks 显示文摘 | XIAOQIANG G WEIYANG W ZHE C | 2011 | IEEE Transactions on Industrial Electronics2011，58，4： | 1 |
| 11 | Self-limiting electrodeposition of hierarchical Mn O2and M(OH)2/Mn O2nanofibril/nanowires:Mechanism and supercapacitor properties显示文摘 | Jonathon D Stefanie A S Zhe G | 2013 | ACS Nano2013，7，2： | 1 |
| 12 | Does Idiosyncratic Risk Really Matter? 显示文摘 | Turan G Ball Nusret cakici Xuemin (sterling) Yan Zhe Zhang | 2005 | The Journal of Finance2005，60，2： | 1 |
| 13 | A Review of the State of the Art of Power Electronics for Wind Turbines显示文摘 | Chen Zhe G J M Blaabjerg Frede | 2009 | IEEE Transactions on Power Electronics2009，24，8： | 1 |
| 14 | High-performance liquid chromatography with on-line post-column immunoreactions detection of dioxin and its metabolites based on fluorescence energy transfer in the far-red spectral region显示文摘 | Kerstin A G Zhe T H Thomas K | 2000 | Journal of Chromatography B2000，745，： | 1 |
| 15 | Does Idiosyncratic Risk Really Matter? 显示文摘 | Turan G Bali Nusret Cakici Xuemin (sterling) Yan Zhe Zhang | 2005 | Journal of Finance2005，60，2： | 1 |
| 16 | Differential behavioral effect of the TRPM8/TRPA1 channel agonist icilin(AG-3-5) 显示文摘 | Scott M R Teresa G Zhe D | 2007 | European Journal of Pharmacology2007，576，： | 1 |
| 17 | A review of the state of the art of power electronics for wind turbines 显示文摘 | Chen Zhe Josep M G Frede B | 2009 | IEEE Transactions on Power Electronics2009，24，8： | 1 |
| 18 | Differential effects of acute and chronic exercise on plasticity-related genes in the rat hippocampus revealed by microarray显示文摘 | Zhe Ying and Femando G P | 2002 | European Journal of Neuroscience2002，16，： | 1 |
| 19 | Effects of genotype x environ- ment interaction on agronomic traits in soybean显示文摘 | Zhe Y Lauer J G Borges R | 2010 | Crop Science2010，50，： | 1 |
| 20 | Differential effects of acute and chronic exercise on plasticity-related genes in the rat hippocampns revealed by microarray显示文摘 | Raffaella Molteni Zhe Ying Fernando G Pinilla | 2002 | European Journal of Neuroscience2002，16，： | 1 |
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