Laura Antolini, Patrizia Boracchi, and Elia Biganzoli. A time-dependent discrimination index for survival data. Statistics in Medicine, 24(24):3927-3944, 2005. ISSN 1097-0258. doi: 10.1002/sim.2427. URL https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.2427. _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.2427.
K. E. Batcher. Sorting networks and their applications. In Proceedings of the April 30–May 2, 1968, spring joint computer conference on - AFIPS '68 (Spring), page 307, Atlantic City, New Jersey, 1968. ACM Press. doi: 10.1145/1468075.1468121. URL http://portal.acm.org/citation.cfm?doid=1468075.1468121.
Mathieu Blondel, Olivier Teboul, Quentin Berthet, and Josip Djolonga. Fast Differentiable Sorting and Ranking, June 2020. URL http://arxiv.org/abs/2002.08871. arXiv:2002.08871 [cs, stat].
Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, and Hang Li. Learning to rank: from pairwise approach to listwise approach. In Proceedings of the 24th international conference on Machine learning, pages 129-136, Corvalis Oregon USA, June 2007. ACM. ISBN 978-1-59593-793-3. doi: 10.1145/1273496.1273513. URL https://dl.acm.org/doi/10.1145/1273496.1273513.
D. R. Cox. Regression Models and Life-Tables. Journal of the Royal Statistical Society. Series B (Methodological), 34(2):187-220, 1972. ISSN 0035-9246. URL https://www.jstor.org/stable/2985181. Publisher: [Royal Statistical Society, Wiley].
Marco Cuturi, Olivier Teboul, and Jean-Philippe Vert. Differentiable Ranking and Sorting using Optimal Transport. In Advances in Neural Information Processing Systems, volume 32. Curran Associates, Inc., 2019. URL https://papers.nips.cc/paper_files/paper/2019/bitstream/d8c24ca8f23c562a5600876ca2a550ce-AbsAbstract.html.
Cameron Davidson-Pilon. lifelines: survival analysis in Python. Journal of Open Source Software, 4(40):1317, August 2019. ISSN 2475-9066. doi: 10.21105/joss.01317. URL https://joss.theoj.org/papers/10.21105/joss.01317.
Larry Goldstein and Bryan Langholz. Asymptotic Theory for Nested Case-Control Sampling in the Cox Regression Model. The Annals of Statistics, 20(4):1903-1928, December 1992. ISSN 0090-5364, 2168-8966. doi: 10.1214/aos/1176348895. URL https://projecteuclid.org/journals/annals-of-statistics/volume-20/ issue-4/Asymptotic-Theory-for-Nested-Case-Control-Sampling-in-the-Cox/ 10.1214/aos/1176348895.full. Publisher: Institute of Mathematical Statistics.
Aditya Grover, Eric Wang, Aaron Zweig, and Stefano Ermon. Stochastic Optimization of Sorting Networks via Continuous Relaxations. arXiv:1903.08850 [cs, stat], April 2019. URL http://arxiv.org/abs/1903.08850. arXiv:1903.08850.
Frank E. Harrell, Jr, Robert M. Califf, David B. Pryor, Kerry L. Lee, and Robert A. Rosati. Evaluating the Yield of Medical Tests. JAMA, 247(18):2543-2546, May 1982. ISSN 0098-7484. doi: 10.1001/jama.1982.03320430047030. URL https://doi.org/10.1001/jama.1982.03320430047030.
Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, and Steven Horng. MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports. Scientific Data, 6(1): 317, December 2019. ISSN 2052-4463. doi: 10.1038/s41597-019-0322-0. URL https:// www.nature.com/articles/s41597-019-0322-0. Number: 1 Publisher: Nature Publishing Group.
Jared L. Katzman, Uri Shaham, Alexander Cloninger, Jonathan Bates, Tingting Jiang, and Yuval Kluger. DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network. BMC Medical Research Methodology, 18(1):24, February 2018. ISSN 1471-2288. doi: 10.1186/s12874-018-0482-1. URL https://doi.org/10.1186/s12874-018-0482-1.