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个人简介
Since 2013, I have written the majority of the best-performing algorithms in DREAM challenges, the largest systems biology benchmark study. For my achievements in the DREAM challenges and in recognition of the open source software I have contributed to the bioinformatics field, I was awarded as the ‘Consistent Best Technical Performer’; as of now, I am the sole recipient of this award. I am one of the very few people internationally who own multiple gold medals in the annual Data Science Bowl.
I am the inventor of GuanRank, adaptive GPR and several other algorithms that are often used as the reference algorithms in systems biology benchmark studies/challenges. Relevant algorithms have been published in leading journals such as Bioinformatics, Giga Science, Nature Methods, Science, Nature Communication etc. My summary 'The Art of Best-performing Algorithms' is one of the most widely-read documents in the field. I have coached numerous awardees in diverse machine learning competitions, including not just Ph.D and postdocs in international challenges, but also high school students who placed first in the Southeast Michigan Science Fair, or entered Intel STS finalist.
I am the inventor of GuanRank, adaptive GPR and several other algorithms that are often used as the reference algorithms in systems biology benchmark studies/challenges. Relevant algorithms have been published in leading journals such as Bioinformatics, Giga Science, Nature Methods, Science, Nature Communication etc. My summary 'The Art of Best-performing Algorithms' is one of the most widely-read documents in the field. I have coached numerous awardees in diverse machine learning competitions, including not just Ph.D and postdocs in international challenges, but also high school students who placed first in the Southeast Michigan Science Fair, or entered Intel STS finalist.
研究兴趣
论文共 161 篇作者统计合作学者相似作者
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ADVANCED SCIENCEno. 15 (2024): e2305626-e2305626
ISCIENCEno. 2 (2024): 108626-108626
Kristen H. Schuster,Annie J. Zalon, Danielle M. DiFranco,Alexandra F. Putka,Nicholas R. Stec,Sabrina I. Jarrah, Arsal Naeem, Zaid Haque, Hanrui Zhang,Yuanfang Guan,Hayley S. McLoughlin
Molecular Therapyno. 5 (2024): 1359-1372
CURRENT OPINION IN STRUCTURAL BIOLOGY (2024): 102747-102747
Jiashu Liu,Cui-Xiang Lin, Xiaoqi Zhang, Zongxuan Li, Wenkui Huang,Jin Liu,Yuanfang Guan,Hong-Dong Li
Briefings in bioinformaticsno. 3 (2023)
biorxiv(2023)
Kaiwen Deng,Alejandra SanchezMartinez,Susan Hammoud, Xiaofang Liu,Yuanfang Guan,James Engel,Sharon Singh
PEDIATRIC BLOOD & CANCER (2023): S137-S137
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Mathieu Chevalley, Jacob Sackett-Sanders,Yusuf Roohani,Pascal Notin,Artemy Bakulin,Dariusz Brzezinski,Kaiwen Deng,Yuanfang Guan,Justin Hong, Michael Ibrahim,Wojciech Kotlowski,Marcin Kowiel,
CoRR (2023)
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Hanrui Zhang,Julian Kreis,Sven-Eric Schelhorn,Heike Dahmen,Thomas Grombacher, Michael Zühlsdorf,Frank T. Zenke,Yuanfang Guan
Nature Communicationsno. 1 (2023): 1-8
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