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| 1 | Global Wheat Head Detection 2021:An Improved Dataset for Benchmarking Wheat Head Detection Methods显示文摘The Global Wheat Head Detection(GWHD)dataset was created in 2020 and has assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various acquisition platforms and 7 countries/institutions.With an associated competition hosted in Kaggle,GWHD_2020 has successfully attracted attention from both the computer vision and agricultural science communities.From this first experience,a few avenues for improvements have been identified regarding data size,head diversity,and label reliability.To address these issues,the 2020 dataset has been reexamined,relabeled,and complemented by adding 1722 images from 5 additional countries,allowing for 81,553 additional wheat heads.We now release in 2021 a new version of the Global Wheat Head Detection dataset,which is bigger,more diverse,and less noisy than the GWHD_2020 version. | Etienne David Mario Serouart Daniel Smith Simon Madec Kaaviya Velumani Shouyang Liu Xu Wang Francisco Pinto Shahameh Shafiee Izzat SATahir Hisashi Tsujimoto Shuhei Nasuda Bangyou Zheng Norbert Kirchgessner Helge Aasen Andreas Hund Pouria Sadhegi-Tehran Koichi Nagasawa Goro Ishikawa Sébastien Dandrifosse Alexis Carlier Benjamin Dumont Benoit Mercatoris Byron Evers Ken Kuroki Haozhou Wang Masanori Ishii Minhajul ABadhon Curtis Pozniak David Shaner LeBauer Morten Lillemo Jesse Poland Scott Chapman Benoit de Solan Frédéric Baret Ian Stavness Wei Guo | 2021 | Plant Phenomics2021，3，1： | 2 |
| 2 | Use of calcium or calcium in combination with vitamin D supplementation to prevent fractures and bone loss in people aged 50 years and older: a meta-analysis显示文摘 | Benjamin MP Tang Guy D Eslick Caryl Nowson Caroline Smith Alan Bensoussan | 2007 | The Lancet2007，，9588： | 2 |
| 3 | Particle concentration using inclined sedimentation via sludge accumulation and removal for algae harvesting显示文摘 | Benjamin T Smith Robert H D | 2013 | Chemical Engineering Science2013，，91： | 1 |
| 4 | Use of Traceback Methods To Confirm the Source of a Multistate Escherichia coli O157:H7 Outbreak Due to In-Shell Hazelnuts显示文摘 | Miller Benjamin D Rigdon Carrie E Ball Jill Rounds Joshua M Klos Rachel F Brennan Brenda M Arends Katherine D Kennelly Patrick Hedberg Craig Smith Kirk E | 2012 | EN2012，，2： | 1 |
| 5 | Risk factors and prevention of late onset sepsis in premature infants显示文摘 | Downey L Smith P Benjamin D | 2010 | Early Hum Dev2010，86，1： | 1 |
| 6 | Use of calcium or calcium in combination with vitamin D supplementation to prevent fractures and bone loss in people aged 50 years and older: a meta-analysis显示文摘 | Benjamin MP Tang Guy D Eslick Caryl Nowson Caroline Smith Alan Bensoussan | 2007 | 2007 (9588)2007，，9588： | 1 |
| 7 | Group B streptococcal meningitis: cerebrospinal fluid parameters in the era of intrapartum antibiotic prophylaxis 显示文摘 | ANSONG A K SMITH P B BENJAMIN D K | 2009 | Early Hum Dev2009，85，10： | 1 |
| 8 | Recent advances in the det-ection of neonatal candidiasis 显示文摘 | DOWNEY L C SMITH B P BENJAMIN D K | 2010 | Curr Fungal Infect Rep2010，4，1： | 1 |
| 9 | Peer-reviewed publication of clinical trials completed for pediatric exclusivity 显示文摘 | Benjamin D K Jr Smith P B Murphy M D | 2006 | JAMA2006，296，10： | 1 |
| 10 | Indi- vidualized, patient - centered application of consensus guide- lines to improve the quality of breast cancer care 显示文摘 | Jagsi Reshma Smith Benjamin D Sabel Michael | 2014 | Int J Ra- diat Oncol Biol Phys2014，88，3： | 1 |
| 11 | Comparison of robotic versus laparoscopic skills: is there a difference in the learning curve?显示文摘 | Paulos Yohannes Paul Rotariu Peter Pinto Arthur D Smith Benjamin R Lee | 2002 | Urology2002，，1： | 1 |
| 12 | Multistate Outbreak of Fungal Infection Associated with Injection of Methylprednisolone Acetate Solution from a Single Compounding Pharmacy - United States, 2012显示文摘 | Kainer Marion Wiese Andrew D Benedict Kaitlin Braden Chris Brandt Mary Harris Julie Park Benjamin J Guh Alice Jernigan John Schaefer Melissa Weber J Todd Wise Matt Smith Rachel M Nguyen Duc | 2012 | EN2012，，41： | 1 |
| 13 | Ulwashort pulse propagation in multiple-grating fiber structures显示文摘 | CHEN L R BENJAMIN S D SMITH P W E | 1997 | Opt Lett1997，22，6： | 1 |
| 14 | Safety and transparency of pediatric drug trials显示文摘 | BENJAMIN D K SMITH P B SUN M J | 2009 | Arch Pediatr adol Med2009，163，12： | 1 |
| 15 | Arsenic speciation in Chinese brake fern by ion-pair high-performance liquid chromatography inductively coupled plasma mass spectroscopy显示文摘 | Ruixue Chen Benjamin W Smith James D | 2004 | Analytica Chimica Acta2004，，504： | 1 |
| 16 | Risk factors and prevention of late- onset sepsis in premature infants 显示文摘 | DOWNEY L C SMITH P B BENJAMIN D K Jr | 2010 | Early Hum Dev2010，86，1： | 1 |
| 17 | Safety monitoring of drugs receiving pediatric marketing exclusivity 显示文摘 | SMITH P B BENJAMIN JR D K MURPHY M D | 2008 | Pediatrics2008，122，3： | 1 |
| 18 | Consequences of More Extreme Precipitation Regimes for Terrestrial Ecosystems显示文摘 | Knapp Alan K Beier Claus Briske David D Classen Aimée T Luo Yiqi Reichstein Markus Smith Melinda D Smith Stanley D Bell Jesse E Fay Philip A Heisler Jana L Leavitt Steven W Sherry Rebecca Smith Benjamin Weng Ensheng | 2008 | Bioscience2008，，9： | 1 |
| 19 | Individual-ized, patient - centered application of consensus guidelines to im-prove the quality of breast cancer care 显示文摘 | Jagsi Reshma Smith Benjamin D Sabel Michael | 2014 | Int J Radiat Oncol BiulPhys2014，88，3： | 1 |
| 20 | Ultrashort Pulse Reflection from Fiber Gratings:a Numerical Investigation显示文摘 | Chen Lawrence R Benjamin Seldon D Smith Peter W E | 2003 | Journal of Lightwave Technology2003，15，8： | 1 |
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