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Statistical-learning strategies generate only modestly performing predictive models for urinary symptoms following external beam radiotherapy of the prostate: A comparison of conventional and machine-learning methods

机译：在前列腺外光束放射治疗后，统计学策略仅产生适度对尿症状的预测模型：传统和机器学习方法的比较

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Noorazrul Yahya; Martin A. Ebert; Max Bulsara; Michael J. House; Angel Kennedy; David J. Joseph; James W. Denham;
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1. Statistical-learning strategies generate only modestly performing predictive models for urinary symptoms following external beam radiotherapy of the prostate: A comparison of conventional and machine-learning methods [J] . Yahya Noorazrul, Ebert Martin A., Bulsara Max, Medical Physics . 2016,第5期

机译：统计学习策略仅针对前列腺外照射治疗后的泌尿症状生成适度执行的预测模型：传统方法与机器学习方法的比较
2. Comparison of genitourinary and gastrointestinal toxicity among four radiotherapy modalities for prostate cancer: Conventional radiotherapy, intensity-modulated radiotherapy, and permanent iodine-125 implantation with or without external beam radiotherapy [J] . Sutani Shinya, Ohashi Toshio, Sakayori Masanori, Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology . 2015,第2期

机译：四种前列腺癌放射疗法对泌尿生殖和胃肠道毒性的比较：常规放射疗法，调强放射疗法和有或没有外部束放射疗法的永久性碘125植入
3. Patient-reported lower urinary tract symptoms, urinary incontinence, and quality of life after external beam radiotherapy for localized prostate cancer--15 years' follow-up. A comparison with age-matched controls. [J] . Fransson P Acta oncologica. . 2008,第5期

机译：患者报告的局部前列腺癌外照射放疗后的下尿路症状，尿失禁和生活质量-随访15年。与年龄匹配的对照进行比较。
4. Quantifying the accuracy of affine transformations for modeling organ motion variabilities in external beam radiotherapy of prostate cancer [C] . Fontenla, E., Mageras, Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE . 2000

机译：量化仿射变换的准确性，以模拟前列腺癌外照射中的器官运动变异性
5. Duration of androgen deprivation therapy and nadir of testosterone at 20 ng/dL predict testosterone recovery to supracastrate level in prostate cancer patients who received external beam radiotherapy [D] . TAKEI, Akinori 2019

机译：雄激素剥夺治疗的持续时间和最低20 ng / dL的睾丸激素最低值可预测接受外照射的前列腺癌患者的睾丸激素恢复至超水平
6. Prostate-specific antigen kinetics following hypofractionated stereotactic body radiotherapy boost as post-external beam radiotherapy versus conventionally fractionated external beam radiotherapy for localized prostate cancer [O] . Jeong Hoon Phak, Hun Jung Kim, Woo Chul Kim 2016

机译：局部立体定向放疗后局部前列腺癌的前列腺特异性抗原动力学增强与传统的局部放射外照射相比外部束后放射治疗
7. Prostate-specific antigen kinetics following hypofractionated stereotactic body radiotherapy boost as post-external beam radiotherapy versus conventionally fractionated external beam radiotherapy for localized prostate cancer [O] . Jeong Hoon Phak, Hun Jung Kim, Woo Chul Kim 2016

机译：大分割立体定向放射治疗后前列腺特异性抗原动力学增强作为外部束放射治疗与传统分割外照射放疗治疗局限性前列腺癌

Statistical-learning strategies generate only modestly performing predictive models for urinary symptoms following external beam radiotherapy of the prostate: A comparison of conventional and machine-learning methods

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