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A Bayesian joint model of multiple longitudinal and categorical outcomes with application to multiple myeloma using permutation-based variable importance

Autor: Alvares, Danilo, Barrett, Jessica K., Mercier, François, Schulze, Jochen, Yiu, Sean, Castro, Felipe, Roumpanis, Spyros, Zhu, Yajing

Joint models have proven to be an effective approach for uncovering potentially hidden connections between various types of outcomes, mainly continuous, time-to-event, and binary. Typically, longitudinal continuous outcomes are characterized by linea

Externí odkaz: http://arxiv.org/abs/2407.14311

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A Bayesian joint model of multiple nonlinear longitudinal and competing risks outcomes for dynamic prediction in multiple myeloma: joint estimation and corrected two-stage approaches

Autor: Alvares, Danilo, Barrett, Jessica K., Mercier, François, Roumpanis, Spyros, Yiu, Sean, Castro, Felipe, Schulze, Jochen, Zhu, Yajing

Predicting cancer-associated clinical events is challenging in oncology. In Multiple Myeloma (MM), a cancer of plasma cells, disease progression is determined by changes in biomarkers, such as serum concentration of the paraprotein secreted by plasma

Externí odkaz: http://arxiv.org/abs/2405.20418

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Akademický článek

Fully automated MRI-based convolutional neural network for noninvasive diagnosis of cirrhosis.

Autor: Zheng, Tianying¹ (AUTHOR), Zhu, Yajing² (AUTHOR), Chen, Yidi¹ (AUTHOR), Mai, Shengshi³ (AUTHOR), Xu, Lixin² (AUTHOR), Jiang, Hanyu¹ (AUTHOR), Duan, Ting¹ (AUTHOR), Wu, Yuanan¹ (AUTHOR), Qu, Yali¹ (AUTHOR) yaliquwestchina@gmail.com, Chen, Yinan^2,4 (AUTHOR) chenyinannan@hotmail.com, Song, Bin^1,3 (AUTHOR) songlab_radiology@163.com

Publikováno v: Insights into Imaging. Dec2024, Vol. 15 Issue 1, p1-13. 13p.

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Construction of N-doped carbon encapsulated CoP hollow nanofibers as multifunctional electrode materials for potassium-ion and lithium-sulfur batteries

Autor: Ma, Yueyue, Li, Ling, Zhu, Yiman, Zhu, Yajing, Lian, Ruqian, Zhang, Wenming

Publikováno v: In Journal of Colloid And Interface Science November 2024 673:504-516

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Fabrication of metal‐organic frameworks macro-structures for adsorption applications in water treatment: A review

Autor: Yang, Xiaoqin, Ji, Yanhong, Jian, Meipeng, Meng, Ningning, Zhu, Yajing, Tan, Chaohong, Li, Haiyan

Publikováno v: In Separation and Purification Technology 19 February 2025 354 Part 7

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Sender-controlled measurement-device-independent multiparty quantum communication

Autor: Wei, Yuyan, Wang, Siying, Zhu, Yajing, Li, Tao

Publikováno v: Frontiers of Physics 17(2), 21503 (2022)

Multiparty quantum communication is an important branch of quantum networks. It enables private information transmission with information-theoretic security among legitimate parties. We propose a sender-controlled measurement-device-independent multi

Externí odkaz: http://arxiv.org/abs/2202.10003

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