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Studies in Neural Data Science: Startup Research 2017, Siena, Italy, June 25-27

Studies in Neural Data Science: Startup Research 2017, Siena, Italy, June 25-27

Hardcover

Series: Springer Proceedings in Mathematics & Statistics, Book 257

Medical ReferenceProbability & Statistics

ISBN10: 3030000389
ISBN13: 9783030000387
Publisher: Springer Nature
Published: Dec 29 2018
Pages: 156
Weight: 0.92
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
This volume presents a collection of peer-reviewed contributions arising from StartUp Research: a stimulating research experience in which twenty-eight early-career researchers collaborated with seven senior international professors in order to develop novel statistical methods for complex brain imaging data. During this meeting, which was held on June 25-27, 2017 in Siena (Italy), the research groups focused on recent multimodality imaging datasets measuring brain function and structure, and proposed a wide variety of methods for network analysis, spatial inference, graphical modeling, multiple testing, dynamic inference, data fusion, tensor factorization, object-oriented analysis and others. The results of their studies are gathered here, along with a final contribution by Michele Guindani and Marina Vannucci that opens new research directions in this field. The book offers a valuable resource for all researchers in Data Science and Neuroscience who are interested in the promising intersections of these two fundamental disciplines.


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