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Nonlinear joint models for individual dynamic prediction of risk of death using Hamiltonian Monte Carlo: application to metastatic prostate cancer

机译：使用汉密尔顿蒙特卡洛法对死亡风险进行个体动态预测的非线性联合模型：在转移性前列腺癌中的应用

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International audience

机译：国际观众

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Desmée, Solène; Mentré, France; Veyrat-Follet, Christine; Sébastien, Bernard; Guedj, Jérémie;
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1. Nonlinear joint models for individual dynamic prediction of risk of death using Hamiltonian Monte Carlo: application to metastatic prostate cancer [J] . Solène Desmée, France Mentré, Christine Veyrat-Follet, BMC Medical Research Methodology . 2017,第1期

机译：使用汉密尔顿蒙特卡洛法对死亡风险进行个体动态预测的非线性联合模型：在转移性前列腺癌中的应用
2. Dynamic prediction of risk of death using history of cancer recurrences in joint frailty models [J] . Audrey Mauguen, Bernard Rachet, Simone Mathoulin-Pelissier, Statistics in medicine . 2013,第30期

机译：使用关节衰弱模型中的癌症复发历史动态预测死亡风险
3. A comparative study on the risk of second primary cancers in out-of-field organs associated with radiotherapy of localized prostate carcinoma using Monte Carlo-based accelerator and patient models. [J] . Bednarz B, Athar B, Xu XG Medical Physics . 2010,第5期

机译：使用基于蒙特卡洛的加速器和患者模型对与局限性前列腺癌放疗相关的野外器官中第二原发癌风险的比较研究。
4. RECONSTRUCTIONS AND PREDICTIONS OF NONLINEAR DYNAMICAL SYSTEMS BY RAO-BLACKWELLISED SEQUENTIAL MONTE CARLO [C] . IEEE IEEE International Conference on Acoustics, Speech, and Signal Processing . 2003

机译：RAO-Blackwellised Sequential Monte Carlo的重建与非线性动力系统的重建与预测
5. Image guided radiation therapy applications for head and neck, prostate, and breast cancers using 3D ultrasound imaging and Monte Carlo dose calculations. [D] . Fraser, Danielle. 2010

机译：使用3D超声成像和蒙特卡洛剂量计算，针对头颈部，前列腺癌和乳腺癌的图像引导放射疗法应用。
6. Nonlinear joint models for individual dynamic prediction of risk of death using Hamiltonian Monte Carlo: application to metastatic prostate cancer [O] . Solène Desmée, France Mentré, Christine Veyrat-Follet, 2017

机译：使用汉密尔顿蒙特卡洛法对死亡风险进行个体动态预测的非线性联合模型：在转移性前列腺癌中的应用
7. Nonlinear joint models for individual dynamic prediction of risk of death using Hamiltonian Monte Carlo: application to metastatic prostate cancer [O] . Solène Desmée, France Mentré, Christine Veyrat-Follet, 2017

机译：使用哈密顿蒙特卡罗法对死亡风险进行个体动态预测的非线性联合模型：应用于转移性前列腺癌
8. Validation of a Monte Carlo method using a joint PDF of the composition and an ILDM kinetic model for the prediction of turbulent flames [R] . Zurbach, S. , Garreton, D. , Kanniche, M. 1997

机译：使用组合的联合pDF和用于预测湍流火焰的ILDm动力学模型验证蒙特卡罗方法

Nonlinear joint models for individual dynamic prediction of risk of death using Hamiltonian Monte Carlo: application to metastatic prostate cancer

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