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| 1 | 植物表型组学:发展、现状与挑战显示文摘随着遥感、机器人技术、计算机视觉和人工智能的发展,植物表型组学研究已经步入了快速成长阶段。本文首先介绍了植物表型组学的发展简史,包括其理论核心、研究方法、在生物研究中的应用以及国际上最新的研究动向。然后,针对各类表型技术载体平台如手持、人载、车载、田间实时监控、大型室内外自动化平台和航空机载等,分析这些技术手段在室内、外植物研究中的应用情况和实际问题。为了对表型研究中产生的巨量图像和传感器数据进行量化分析,把大数据转化为有实际意义的性状信息和生物学知识,本文着重讨论了后期表型数据解析和相应的研发过程。最后,提出表型组学的应用前景与未来展望,以期为中国的表型研究提供指导和建议。 | 周济 Francois Tardieu Tony Pridmore John Doonan Daniel Reynolds Neil Hall Simon Griffiths 程涛 朱艳 王秀娥 姜东 丁艳锋 | 2018 | 南京农业大学学报2018，41，4： | 64 |
| 2 | An Exploration of Deep-Learning Based Phenotypic Analysis to Detect Spike Regions in Field Conditions for UK Bread Wheat显示文摘Wheat is one of the major crops in the world,with a global demand expected to reach 850 million tons by 2050 that is clearly outpacing current supply.The continual pressure to sustain wheat yield due to the world’s growing population under fluctuating climate conditions requires breeders to increase yield and yield stability across environments.We are working to integrate deep learning into field-based phenotypic analysis to assist breeders in this endeavour.We have utilised wheat images collected by distributed CropQuant phenotyping workstations deployed for multiyear field experiments of UK bread wheat varieties.Based on these image series,we have developed a deep-learning based analysis pipeline to segment spike regions from complicated backgrounds.As a first step towards robust measurement of key yield traits in the field,we present a promising approach that employ Fully Convolutional Network(FCN)to performsemantic segmentation of images to segment wheat spike regions.We also demonstrate the benefits of transfer learning through the use of parameters obtained from other image datasets.We found that the FCN architecture had achieved a Mean classification Accuracy(MA)>82%on validation data and>76%on test data and Mean Intersection over Union value(MIoU)>73%on validation data and and>64%on test datasets.Through this phenomics research,we trust our attempt is likely to form a sound foundation for extracting key yield-related traits such as spikes per unit area and spikelet number per spike,which can be used to assist yield-focused wheat breeding objectives in near future. | Tahani Alkhudaydi Daniel Reynolds Simon Griffiths Ji Zhou Beatriz de la Iglesia | 2019 | Plant Phenomics2019，1，1： | 5 |
| 3 | Identification of a new catenin:the tyrosine kinase substrate p120cas associates with E-cadherin complexes显示文摘 | REYNOLDS A B DANIEL J MCCREA P D | 1994 | Mol Cell Biol1994，14，： | 1 |
| 4 | Identification of a new catenin:the tyrosine kinase substrate 120cas associates with E-cadherin complexes显示文摘 | Reynolds AB Daniel J McCrea PD | 1994 | Mol Cellular Biol1994，14，12： | 1 |
| 5 | The catenin p120(ctn)interacts with Kaiso,a novel BTB/POZ domain zinc finger transcription factor显示文摘 | Daniel J M Reynolds A B | 1999 | Mol Cell Biol1999，19，： | 1 |
| 6 | The catenin pl20 (ctn) interacts with Kaiso,a novel BTB/POZ domain zinc finger transcription factor显示文摘 | Daniel JM Reynolds AB | 1999 | Mol Cell Biol1999，19，： | 1 |
| 7 | Nitric Oxide Scavenging by Red Blood Cell Microparticles and Cell-Free Hemoglobin as a Mechanism for the Red Cell Storage Lesion显示文摘 | Chenell Donadee Nicolaas J.H. Raat Tamir Kanias Jesús Tejero Janet S. Lee Eric E. Kelley Xuejun Zhao Chen Liu Hannah Reynolds Ivan Azarov Sheila Frizzell E. Michael Meyer Albert D. Donnenberg Lirong Qu Darrel Triulzi Daniel B. Kim-Shapiro Mark T. Gladwin | 2011 | Circulation2011，，： | 1 |
| 8 | Ki67: a time-varying biomarker of risk of breast cancer in atypical hyperplasia显示文摘 | Marta Santisteban Carol Reynolds Emily G. Barr Fritcher Marlene H. Frost Robert A. Vierkant Stephanie S. Anderson Amy C. Degnim Daniel W. Visscher V. Shane Pankratz Lynn C. Hartmann | 2010 | Breast Cancer Research and Treatment2010，，2： | 1 |
| 9 | The catenin p120(ctn)interacts with Kaiso,a novel BTB/POZ domain zinc finger transcription factor显示文摘 | DANIEL J M REYNOLDS A B | 1999 | Mol Cell Biol1999，19，： | 1 |
| 10 | Fiber glass and rock/slag wool exposure of professional and do-it-yourself installers显示文摘 | L Daniel Maxim Walter Eastes John G Hadley Charles M Carter Janis W Reynolds Ron Niebo | 2003 | Regulatory Toxicology and Pharmacology2003，，1： | 1 |
| 11 | The catenin p120(ctn) interacts with Kaiso,a novel BTB/POZ domain zinc finger transcription factor显示文摘 | Daniel J M Reynolds A B | 1999 | Mol Cell Biol1999，19，5： | 1 |
| 12 | The catenin p120 ctn interacts with Kai- so, a novel BTB/POZ domain zinc finger transcription factor显示文摘 | Daniel JM Reynolds AB | 1999 | Mol Cell Biol1999，19，15： | 1 |
| 13 | Eolian sand transport pathways in the southwestern United States: importance of the Colorado River and local sources显示文摘 | Daniel R. Muhs Richard L. Reynolds Josh Been Gary Skipp | 2002 | Quaternary International2002，，1： | 1 |
| 14 | The novel catenin p120cas binds classical cadherins and induces an unusual morphological phenotype in NIH3T3 fibroblasts显示文摘 | Reynolds AB Daniel JM Mo YY | 1996 | Exp Cell Res1996，225，2： | 1 |
| 15 | Tyrosine phosphorylation and cadherin/catenin function显示文摘 | Daniel JM Reynolds AB | 1997 | Bioessays1997，19，： | 1 |
| 16 | The impact of cytochrome P450 2D6 metabolism in women receiving adjuvant tamoxifen显示文摘 | Matthew P. Goetz Stacey K. Knox Vera J. Suman James M. Rae Stephanie L. Safgren Matthew M. Ames Daniel W. Visscher Carol Reynolds Fergus J. Couch Wilma L. Lingle Richard M. Weinshilboum Emily G. Barr Fritcher Andrea M. Nibbe Zeruesenay Desta Anne Nguyen D | 2007 | Breast Cancer Research and Treatment2007，，1： | 1 |
| 17 | Multitransmitter wire- less power transfer optimization for backacatter RFID tran- sponders 显示文摘 | Andtz Daniel Reynolds Matthew S | 2013 | IEEE Antennas and Wireless Propagation Letters2013，12，： | 1 |
| 18 | Analytical Performance Verification of a Molecular Diagnostic for Cytology-Indeterminate Thyroid Nodules显示文摘 | P. Sean Walsh Jonathan I. Wilde Edward Y. Tom Jessica D. Reynolds Daphne C. Chen Darya I. Chudova Moraima Pagan Daniel G. Pankratz Mei Wong James Veitch Lyssa Friedman Robert Monroe David L. Steward Mark A. Lupo Richard B. Lanman Giulia C. Kennedy | 2012 | The Journal of Clinical Endocrinology & Metabolism2012，，： | 1 |
| 19 | The eatenin p 120( ctn ) interacts with Kaiso, a novel BTB/POZ domain zinc finger transeription factor显示文摘 | Daniel JM Reynolds AB | 1999 | Mol Cell Biol1999，19，5： | 1 |
| 20 | Identification of a new catenin, the tyrosine kinase substrate p120cas associate with E-cadle complexes显示文摘 | Reynolds AB Daniel JM McCrea P | 1994 | Mol Cell Biol1994，14，： | 1 |
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