Concepedia

Distributed learning on 20 000+ lung cancer patients – The Personal Health Train

Timo M. Deist, Frank J. W. M. Dankers, Priyanka Ojha, M. Scott Marshall, Tomas Janssen, Corinne Faivre‐Finn, Carlotta Masciocchi, Vincenzo Valentini, Jiazhou Wang, Jiayan Chen,

Radiotherapy and Oncology · 2020 · 163 citations · 14 references

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The FAIR Guiding Principles for scientific data management and stewardship

Mark D. Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg et al. · Scientific Data · 2016 · 17.8K citations · Full text

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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations

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Communication-Efficient Learning of Deep Networks from Decentralized Data

H. Brendan McMahan, Eider Moore, Daniel Ramage et al. · arXiv (Cornell University) · 2016 · 5.2K citations · Full text

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Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Hugo J.W.L. Aerts, Emmanuel Rios Velazquez, Ralph T. H. Leijenaar et al. · Nature Communications · 2014 · 5.1K citations · Full text

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Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement

Gary S. Collins, Johannes B. Reitsma, Douglas G. Altman et al. · BMC Medicine · 2015 · 2K citations · Full text

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