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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 | Decrease in macrolide resistance and clonal instability among Streptococcus pyogenes in Portugal显示文摘 | Silva-Costa C Pinto FR Ramirez M | 2008 | Clin Microbiol Infect2008，14，12： | 1 |
| 3 | Unusuallocation of a cervical paraganglioma between the thyroidgland and the common carotid artery:case report显示文摘 | Pinto FR Capelli Fde A Maeda SA | 2008 | Clinics(Sao Paulo)2008，63，6： | 1 |
| 4 | Manual for guided home exercises for osteoarthritis of the knee显示文摘 | Carvalho NA Bittar ST Pinto FR | 2010 | Clinics (Sao Paulo)2010，65，8： | 1 |
| 5 | Manual for guided home exer-cises for osteoarthritis of the knee 显示文摘 | Carvalho NA Bittar ST Pinto FR | 2010 | Clin ( Sao Paulo )2010，65，8： | 1 |
| 6 | Overexpression of the mitotic checkpoint genes BUB1 and BUBR1 is associated with genomic complexity in clear cell kidney carcinomas显示文摘 | PINTO M VIEIRA J RIBEIRO FR | 2008 | Cell On- col2008，30，5： | 1 |
| 7 | Effects of Sitagliptin Treatment on Dysmetabolism, Inflammation, and Oxidative Stress in an Animal Model of Type 2 Diabetes (ZDF Rat)显示文摘 | Liliana Ferreira Edite Teixeira-de-Lemos Filipa Pinto Belmiro Parada Cristina Mega Helena Vala Rui Pinto Patrícia Garrido José Sereno Rosa Fernandes Paulo Santos Isabel Velada Andreia Melo Sara Nunes Frederico Teixeira Flávio Reis Gema Frühbeck | 2010 | Mediators of Inflammation2010，，： | 1 |
| 8 | Group A streptococci clones associated with invasive infections and pharyngitis in Portugal present differences in emm types,superantigen gene content and antimicrobial resistance 显示文摘 | Friaes A Pinto FR Silva-Costa C | 2012 | BMC Microbiol2012，12，： | 1 |
| 9 | Overexpression of the mitotic checkpoint genes BUR1 and BURR1 is associated with genomic complexity in clear cell kidney carcinomas显示文摘 | Pinto M Vieira J Ribeiro FR | | 0，，： | 1 |
| 10 | Prophage spontaneous activation promotes DNA release enhancing biofilm formation in Streptococcus pneumoniae显示文摘 | Carrolo M Frias MJ Pinto FR | 2010 | PLoS One2010，5，12： | 1 |
| 11 | Pedicled temporoparietal galeal flap for reconstruction of intraoral defects显示文摘 | Pinto FR de Magalhaes RP Capelli Fde A Brandao LG Kanda JL | 2008 | Ann Otol Rhinol Laryngol2008，117，8： | 1 |
| 12 | In vitro immunologic and virologic effects of interleukin 15 on peripheral blood mononuclear cells from normal donors and human immunodeficiency virus type 1-infected patients显示文摘 | Lucey DR Pinto LA Bethke FR | 1997 | Clin Diagn Lab Immunol1997，4，1： | 1 |
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