Deep representation learning for clustering longitudinal survival data from electronic health records
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DOI: 10.1038/s41467-025-56625-z
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- Na You & Shun He & Xueqin Wang & Junxian Zhu & Heping Zhang, 2018. "Subtype classification and heterogeneous prognosis model construction in precision medicine," Biometrics, The International Biometric Society, vol. 74(3), pages 814-822, September.
- H. W. Kuhn, 1955. "The Hungarian method for the assignment problem," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 2(1‐2), pages 83-97, March.
- James Whitehorn & Tran Nguyen Bich Chau & Nguyen Minh Nguyet & Duong Thi Hue Kien & Nguyen Than Ha Quyen & Dinh The Trung & Junxiong Pang & Bridget Wills & Nguyen Van Vinh Chau & Jeremy Farrar & Marti, 2013. "Genetic Variants of MICB and PLCE1 and Associations with Non-Severe Dengue," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-7, March.
- Cathie Sudlow & John Gallacher & Naomi Allen & Valerie Beral & Paul Burton & John Danesh & Paul Downey & Paul Elliott & Jane Green & Martin Landray & Bette Liu & Paul Matthews & Giok Ong & Jill Pell &, 2015. "UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age," PLOS Medicine, Public Library of Science, vol. 12(3), pages 1-10, March.
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