Bayesian Weapon System Reliability Modeling with Cox-Weibull Neural Network

Autor: Potter, Michael, Cheng, Benny

We propose to integrate weapon system features (such as weapon system manufacturer, deployment time and location, storage time and location, etc.) into a parameterized Cox-Weibull [1] reliability model via a neural network, like DeepSurv [2], to impr

Externí odkaz: http://arxiv.org/abs/2301.01850

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Aggressive intraoperative warming versus routine thermal management during non-cardiac surgery (PROTECT): a multicentre, parallel group, superiority trial

Autor: Sessler, Daniel I, Pei, Lijian, Li, Kai, Cui, Shusen, Chan, Matthew T V, Huang, Yuguang, Wu, Jingxiang, He, Xuemei, Bajracharya, Gausan R, Rivas, Eva, Lam, Carmen K M, Li, Kai, Cui, Shusen, Zhang, Yaozhong, Sun, Hai, Hu, Zhouting, Li, Wangyu, Han, Yangdong, Han, Wei, Zhao, Pengcheng, Ye, Hong, Chen, Peng, Zhu, Zhihua, Dai, Weisong, Jin, Lei, Bian, Wenchao, Liu, Yan, Chan, Matthew T V, Fung, Beaker B Y, Lee, Eva, Hui, Ka Yan, Choi, Gordon Y S, Wong, Wai Tat, Chan, Chee Sam, Pei, Lijian, Huang, Yuguang, Xiao, Yi, Wu, Bin, Kang, Weiming, Lan, Ling, Sun, Chen, Wu, Jingxiang, Qiu, Yuwei, Tang, Wei, Zhang, Yunyun, Huang, Qi, Lu, Xiaofei, Li, Tingting, Yu, Qimeng, Yu, Jie, He, Xuemei, Wang, Rurong, Chang, Hong, Zuo, Yunxia, Sun, Zhirong, Hou, Wenting, Pan, Congxia, Liu, Xi, Zhang, Xue, Wang, Sheng, Kang, Yin, Ma, Zhengliang, Gu, Xiaoping, Miao, Changhong, Sessler, Daniel I, Rivas, Eva, Bajracharya, Gausan R, Bravo, Mauro, Kurz, Andrea, Turan, Alparslan, Ruetzler, Kurt, Maheshwari, Kamal, Mao, Guangmei, Han, Yanyan, Yamak Altinpulluk, Ece, Montalvo Compana, Mateo, Almonacid-Cardenas, Federico, Leung, Steve M, Hanline, CeCelia K, Chelnick, David M, Tanios, Marianne, Walters, Michael, Rosen, Michael J, Ezoke, Stephanie, Mascha, Edward J, Lam, Carmen K M, Cheng, Benny C P, Yip, Renee P L, Devereaux, P J

Publikováno v: The Lancet; May 2022, Vol. 399 Issue: 10337 p1799-1808, 10p