TG对机器学习的某些应用:•L。Pachter&B。Sturmfels,统计模型的热带几何形状,PNAS2004。•V.Charisopoulos和P.M.,具有分段线性激活的神经网的热带方法,ISMM2017,ARXIV2018。•L。Zhang,G。Naitzat,L.-H。 Lim,深神经网络的热带几何形状,ICML 2018。•IEEE 2021。
Dickinson 1,5,Bo Yuan 1,9,Brian J. Shayota 10,6 STEPHANIE PACHTER 11,小米Hu 12,Debra Lynn Day-Salvatore 13,Laura Mackay 14,Oguz Kanca 1,4,Oguz Kanca 1,4,7 Michael F. Wangler 1,5,Lorraine 1,5,Lorraine Potocki 1,15,Jill A. hsiao-tuan 8 Chao 1,4,15,16,17,18,19,Brendan Lee 1,15,Sukyeong Lee 7,8,未诊断的疾病网络20,Baylor 9,Baylor 9 Precision Medicine Center for Precision Medicine Modical Models 21,Shinya Yamamoto 1,4,16,Hugo J.10 Bellen 1,4,16,*,Lindsay C. Burrage 1,15,*,#,Jason D. Heaney 1,22,*,#11
通讯作者:墨尔本人口与全球健康学院流行病学与生物统计学中心Mark A. Jenkins,澳大利亚VIC 3010,墨尔本大学。m.jenkins@unimelb.edu.au。 *请参阅贡献者部分和附录P1-6中的作者姓名列表。 贡献者AKW,RWH,FAM,GM和MAJ概念化了研究调查。 AKW,RWH,FAM,GM和MAJ获得了资金。 JCR,GL和AST在AKW和MAJ的监督下为数据策划,项目管理和资源做出了贡献。 AKW,JGD和MAJ使用统计软件和方法进行了正式分析,并起草了手稿。 AKW,JCR,GL和MAJ已访问和验证的数据。 所有贡献者都参加了手稿审查和编辑。 Manuscript Writing Group: Aung Ko Win, James G. Dowty, Mark A. Jenkins Steering Committee: Mark A. Jenkins, Finlay A. Macrae, Gabriela Möslem, Robert W. Haile Central Database Group: Jeanette C. Reece, Grant Lee, Allyson S. Templeton Data Contributing Group: Kiwamu Akagi, Seçil Aksoy, Angel Alonso, Karin Alvarez, David J. Amor, Ravindran Ankathil, Stefan Aretz, Julie L. Arnold, Melyssa Aronson, Rachel Austin, Ann-Sofie Backman, Sanne W. Bajwa–ten Broeke, Verónica Barca-Tierno, Julian Barwell, Inge Bernstein, Pascaline Berthet, Beate Betz, Yves-Jean Bignon, Talya Boisjoli, Valérie Bonadona, Laurent Briollais, Joan Brunet, Daniel D. Buchanan, Karolin Bucksch, Bruno Buecher, Reinhard Buettner, John Burn, Trinidad Caldés, Gabriel Capella, Olivier Caron, Graham Casey, Min H. Chew, Yun-hee Choi, James Church, Mark Clendenning, Chrystelle Colas,Elisa J. Woods,Tatsuro Yamaguchi,Silke Zachariae,Mohd N. Zahary。m.jenkins@unimelb.edu.au。*请参阅贡献者部分和附录P1-6中的作者姓名列表。贡献者AKW,RWH,FAM,GM和MAJ概念化了研究调查。AKW,RWH,FAM,GM和MAJ获得了资金。JCR,GL和AST在AKW和MAJ的监督下为数据策划,项目管理和资源做出了贡献。 AKW,JGD和MAJ使用统计软件和方法进行了正式分析,并起草了手稿。AKW,JCR,GL和MAJ已访问和验证的数据。所有贡献者都参加了手稿审查和编辑。Manuscript Writing Group: Aung Ko Win, James G. Dowty, Mark A. Jenkins Steering Committee: Mark A. Jenkins, Finlay A. Macrae, Gabriela Möslem, Robert W. Haile Central Database Group: Jeanette C. Reece, Grant Lee, Allyson S. Templeton Data Contributing Group: Kiwamu Akagi, Seçil Aksoy, Angel Alonso, Karin Alvarez, David J. Amor, Ravindran Ankathil, Stefan Aretz, Julie L. Arnold, Melyssa Aronson, Rachel Austin, Ann-Sofie Backman, Sanne W. Bajwa–ten Broeke, Verónica Barca-Tierno, Julian Barwell, Inge Bernstein, Pascaline Berthet, Beate Betz, Yves-Jean Bignon, Talya Boisjoli, Valérie Bonadona, Laurent Briollais, Joan Brunet, Daniel D. Buchanan, Karolin Bucksch, Bruno Buecher, Reinhard Buettner, John Burn, Trinidad Caldés, Gabriel Capella, Olivier Caron, Graham Casey, Min H. Chew, Yun-hee Choi, James Church, Mark Clendenning, Chrystelle Colas,Elisa J.Woods,Tatsuro Yamaguchi,Silke Zachariae,Mohd N. Zahary。COPS,ISABELLE COUPLER,MARCIA CROSS,CRUZ,WIND,Adriana Della Valley,Capuchine Delnatte,Marion Dhooge,Valentine Domingues,Drouet Youenn,Floor A.发言人D. Gareth Evans,Vargas的AídaFalse,Jane C Figueird,William,William,Lauren M. Gimaud,Annabel Goodwin,Heike Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,Kate Green,kate Green, Jose Guillem,Roselyne,Rodrigo St. C. Guindani,Elizabeth E. Half,Michael,Hampel Heather,Thomas V. Ho,Elke Holinski-Feder。