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| 1 | Phase recovery and holographic image reconstruction using deep learning in neural networks显示文摘Phase recovery from intensity-only measurements forms the heart of coherent imaging techniques and holography.In this study,we demonstrate that a neural network can learn to perform phase recovery and holographic image reconstruction after appropriate training.This deep learning-based approach provides an entirely new framework to conduct holographic imaging by rapidly eliminating twin-image and self-interference-related spatial artifacts.This neural network-based method is fast to compute and reconstructs phase and amplitude images of the objects using only one hologram,requiring fewer measurements in addition to being computationally faster.We validated this method by reconstructing the phase and amplitude images of various samples,including blood and Pap smears and tissue sections.These results highlight that challenging problems in imaging science can be overcome through machine learning,providing new avenues to design powerful computational imaging systems. | Yair Rivenson Yibo Zhang Harun Günaydın Da Teng Aydogan Ozcan | 2017 | Light(Science & Applications)2017，6，1： | 5 |
| 2 | Th1 cytokines promote T-cell binding to antigen-presenting cells via enhanced hyaluronan production and accumulation at the immune synapse显示文摘Hyaluronan(HA)production by dendritic cells(DCs)is known to promote antigen presentation and to augment T-cell activation and proliferation.We hypothesized that pericellular HA can function as intercellular‘glue’directly mediating T cell–DC binding.Using primary human cells,we observed HA-dependent binding between T cells and DCs,which was abrogated upon pre-treatment of the DCs with 4-methylumbelliferone(4-MU),an agent which blocks HA synthesis.Furthermore,T cells regulate HA production by DCs via T cell-derived cytokines in a T helper(Th)subset-specific manner,as demonstrated by the observation that cell-culture supernatants from Th1 but not Th2 clones promote HA production.Similar effects were seen upon the addition of exogenous Th1 cytokines,IL-2,interferon c(IFN-c)and tumor necrosis factor a(TNF-a).The critical factors which determined the extent of DC–T cell binding in this system were the nature of the pre-treatment the DCs received and their capacity to synthesize HA,as T-cell clones which were pre-treated with monensin,added to block cytokine secretion,bound equivalently irrespective of their Th subset.These data support the existence of a feedforward loop wherein T-cell cytokines influence DC production of HA,which in turn affects the extent of DC–T cell binding.We also document the presence of focal deposits of HA at the immune synapse between T-cells and APC and on dendritic processes thought to be important in antigen presentation.These data point to a pivotal role for HA in DC–T cell interactions at the IS. | Paul L Bollyky Stephen P Evanko Rebecca P Wu Susan Potter-Perigo S Alice Long Brian Kinsella Helena Reijonen Kelly Guebtner Brandon Teng Christina K Chan Kathy R Braun John A Gebe Gerald T Nepom Thomas N Wight | 2010 | Cellular & Molecular Immunology2010，7，3： | 3 |
| 3 | The association between mental health, physical function and hemdeialysis mortality显示文摘 | Knight EL Ofsthun N Teng M | 2003 | Kidney Int2003，，63： | 1 |
| 4 | Separation and identification of norcantharidin metabolites in vivo by GC-MS method显示文摘 | Wei C M Teng Y N Wang B J | 2011 | J Chromatogr B2011，879，4： | 1 |
| 5 | Management of ovarian cancer by operative laparoscope显示文摘 | Amara P Teng N | 1995 | laparoscopy Gyneld1995，2，2： | 1 |
| 6 | Electrodepositod p-type Cu2O as photocatalyst for H2 evolution from water reduction in the presence of WO3显示文摘 | HU C C NIAN J N TENG H | 2008 | Sol Energy Mater Sol Cells2008，92，： | 1 |
| 7 | The structural and optical-properties of CuzO films electrodeposited on different substrates显示文摘 | HU C C NIAN J N TENG H | 2008 | Sol Energy Mater Sol Cells2008，92，： | 1 |
| 8 | Induction of basic fibroblast growth factor (bFGF) expression following focal cerebral ischemia显示文摘 | Teng N jeannie Lee Melody Lee | 1997 | Brain Res Mol Res1997，49，12： | 1 |
| 9 | The association between mental health, physical function, and hemodialysis mortality 显示文摘 | Knight EL Ofsthun N Teng M | 2003 | Kidney Int2003，63，5： | 1 |
| 10 | Induction of basci fibrohlast growth factor (bFGF) expression following focal cerebral ischemia 显示文摘 | Teng N Jeannie Lee Melody Lee | 1997 | Brain Res Mol Res1997，49，： | 1 |
| 11 | Operative laparoscopy in the manayement of ovarian cancer显示文摘 | Nezhat C Teng N | 1996 | Surg Laparosc Endosc1996，6，1： | 1 |
| 12 | Retailer's Economic Order Quantity when the Supplier Offers Conditionally Permissible Delay in Payments Link to Order Quantity显示文摘 | Chen S C Cárdenas-Barrón L E Teng J T | 2014 | International Journal of Production Economics2014，，155： | 1 |
| 13 | Elevated CO2 induces physiological,biochemical and structural changes in leaves of Arabidopsis thaliana显示文摘 | TENG N J WANG J CHEN T WU X Q WANG Y H LIN J X | 2006 | New Phytologist2006，172，： | 1 |
| 14 | Dual-curable unsaturated polyester inorganic/organic hybrid films显示文摘 | Ahmet N Teng G H Mark D S | 2006 | Journal of Applied Polymer Science2006，99，1： | 1 |
| 15 | Computer simu- lation of three-dimensional plaque formation and progression in the carotid artery显示文摘 | Filipovic N TENG Zhong-zhao Radovic M Saveljic I Fotiadis D Parodi O | 2013 | Medical& Biological Engineering & Computing2013，51，6： | 1 |
| 16 | Altered growth characteristics of recombinant respiratory syncytial viruses which do not produce NS2 protein 显示文摘 | Teng M N Collins P L | 1999 | J Virol1999，73，： | 1 |
| 17 | An experiment with different pretreatment methods显示文摘 | C K Teng M N A Hawlader | 2003 | Desalinatiopn2003，156，： | 1 |
| 18 | Development, characterization and theapplication of hybrid materials in eoagulation/floccuta- tion of wastewater:a review显示文摘 | Lee K Morad N Teng T | 2012 | Chemical Engineering Journal2012，203，5： | 1 |
| 19 | The association between mental health,physical function and hemodialysis mortality显示文摘 | Knight EL Ofsthun N Teng M | 2003 | Kidney Int2003，63，5： | 1 |
| 20 | Effect of brain edema on infarct volume in a focal cerebral ischemia model in rats 显示文摘 | Teng N L Yong Y H Grace W | 1993 | Stroke1993，24，1： | 1 |
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