|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | A deep learning-enabled portable imaging flow cytometer for cost-effective, highthroughput, and label-free analysis of natural water samples显示文摘We report a deep learning-enabled field-portable and cost-effective imaging flow cytometer that automatically captures phase-contrast color images of the contents of a continuously flowing water sample at a throughput of 100 mL/h.The device is based on partially coherent lens-free holographic microscopy and acquires the diffraction patterns of flowing micro-objects inside a microfluidic channel.These holographic diffraction patterns are reconstructed in real time using a deep learning-based phase-recovery and image-reconstruction method to produce a color image of each micro-object without the use of external labeling.Motion blur is eliminated by simultaneously illuminating the sample with red,green,and blue light-emitting diodes that are pulsed.Operated by a laptop computer,this portable device measures 15.5 cm×15 cm×12.5 cm,weighs 1 kg,and compared to standard imaging flow cytometers,it provides extreme reductions of cost,size and weight while also providing a high volumetric throughput over a large object size range.We demonstrated the capabilities of this device by measuring ocean samples at the Los Angeles coastline and obtaining images of its micro-and nanoplankton composition.Furthermore,we measured the concentration of a potentially toxic alga(Pseudo-nitzschia)in six public beaches in Los Angeles and achieved good agreement with measurements conducted by the California Department of Public Health.The cost-effectiveness,compactness,and simplicity of this computational platform might lead to the creation of a network of imaging flow cytometers for largescale and continuous monitoring of the ocean microbiome,including its plankton composition. | Zoltán Gӧrӧcs Miu Tamamitsu Vittorio Bianco Patrick Wolf Shounak Roy Koyoshi Shindo Kyrollos Yanny Yichen Wu Hatice Ceylan Koydemir Yair Rivenson Aydogan Ozcan | 2018 | Light(Science & Applications)2018，7，1： | 14 |
| 2 | Simultaneous recovery and sep- aration of uranium and rare earths from phosphoric acid in a onecycl extraction-stripping process 显示文摘 | Bunu F Miu I Dumitrescut R | 1994 | Hydrometallurgy1994，，35： | 1 |
| 3 | What academic research tells us about service显示文摘 | RUST R T MIU C | 2006 | Communications of the ACM2006，49，7： | 1 |
| 4 | What academic research tells us about service 显示文摘 | RUST R T MIU C | 2006 | Communications of the ACM-Services Science2006，49，7： | 1 |
| 5 | Field evidence for copper mobilixation by dissolved organic matter 显示文摘 | Lehman R M MiUs A L | 1994 | Water Research1994，28，12： | 1 |
| 6 | PR-segraent elevation in inferior leads:an atypical electrocardiogcaphic sign of atrial infarction 显示文摘 | Jim MH Miu R Siu CW | 2004 | J Invasive Cardiol2004，16，4： | 1 |
| 7 | A behavioral and histological study of the effects of long-term exposure of adult rats to aluminum显示文摘 | Miu AC Andreescu CE Vasiu R | 2003 | Int J Neurosci2003，113，9： | 1 |
| 8 | Modified crush technique with double kissing balloon inflation( sleeve technique) :a novel technique for coronary bifurcation lesions显示文摘 | Jim MH Ho HH Miu R | 2006 | Catheter Cardiovasc Interv2006，67，： | 1 |
| 9 | What academic research tells us 'about serv- ice 显示文摘 | Rust R T Miu C | 2006 | Communications of the ACM2006，49，7： | 1 |
| 10 | A behavioral and histological study of the effects of long-term exposure of adult rats to aluminum显示文摘 | Miu AC Andreescu CE Vasiu R | 2003 | Int J Neurosci2003，113，9： | 1 |
| 11 | What Academic Research Tell Us about Service显示文摘 | Rust R T Miu C | 2006 | Communications of the ACM2006，，7： | 1 |
| 12 | Anxiety impairsdecision-making : psychophysiological evidence from an IowaGambling Task显示文摘 | MIU A C HEILMAN R M HOUSER D | 2008 | Biol Psychol2008，77，3： | 1 |
| 13 | Improving service restoration of power distribution systems through load curtailment of in-service customers显示文摘 | KLEINBERG M R MIU K CHIANG H D | 2011 | IEEE Trans on Power Systems2011，26，3： | 1 |
| 14 | Multi-tier Service Restoration Through Network Reconfiguration and Capacitor Control for Large-scale Radial Distribution Networks显示文摘 | Miu K N Chiang H D Mcnulty R J | 2000 | IEEE Trans on Power Systens2000，15，3： | 1 |
| 15 | Simultaneous recovery and separation of uranium and rare earths from phosphoric acid in a onecycle extraction-stripping process 显示文摘 | Bunu F Miu I Dumitrescut R | 1994 | Hydrometallurgy1994，，35： | 1 |
| 16 | A new technique for the transvenous implantation of the over-the-wire left ventricalar pacing lead in a patient with heart failure 显示文摘 | Yu CM Miu R | 2002 | J Interv Card Electrophysiol2002，7，2： | 1 |
| 17 | Decomposition of Parathion in Aqueous Solution by Ultrasonic Irradiation显示文摘 | KOTRONARON MIUS G MICHAEL R Hoffmann | 1992 | Environ Sci Technol1992，26，7： | 1 |
| 18 | Modified crush technique with double kissing balloon inflation (sleeve technique):a novel technique for coronary bifurcation lesions显示文摘 | Jim MH Ho HH Miu R | 2006 | Catheter Cardiovasc Interv2006，67，： | 1 |
| 19 | huproving service restoration of power distribution systems through load curtaihnent of in-service customers 显示文摘 | KLEINBERG M R MIU K CHIANG Hsiao-dong | 2011 | IEEE Transactions on Power Systems2011，26，3： | 1 |
| 20 | Improving service restoration of power distribution systems through load curtailment of in-service customers显示文摘 | KLEINBERG M R MIU K CHIANG H D | 2011 | IEEE Trans on Power Systems2011，26，11： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员