参考文献/References:
[1]Taitt HE.Global Trends and Prostate Cancer: A Review of Incidence,Detection, and Mortality as Influenced by Race, Ethnicity, and Geographic Location[J].American Journal of Men’s Health,2018,12(6):807-823.[2]Donovan JL,Hamdy FC,Lane JA.Patient-reported Outcomes after Monitoring, Surgery,or Radiotherapy for Prostate Cancer[J].The New England Journal of Medicine,2016,375(15):1425-1437.[3]Hamdy FC,Donovan JL,Lane JA.10-Year Outcomes after Monitoring, Surgery, or Radi-otherapy for Localized Prostate Cancer[J].The New England Journal of Medicine,2016,375(15):1415-1424.[4]Wilt TJ,Jones KM,Barry MJ,et al.Follow-up of Prostatectomy versusObservation for Early Prostate Cancer[J].The New England Journal of Medicine,2017,377(2):132-142.[5]李世海,李强,张卫东,等.前列腺癌长期持续内分泌治疗的临床特点及预后因素分析[J].临床泌尿外科杂志,2020,35(11):891-896.[6]张悦,武振宇.第二原发结直肠癌对前列腺癌患者生存情况影响的分析[J].中国卫生统计,2020,37(3):444-447.[7]Katzman JL,Shaham U,Cloninger A,et al.DeepSurv: personalized treatment recomme-nder system using a Cox proportional hazards deep neural network[J].BMC Medical Research Methodology,2018,18(1):18-24.[8]Austin PC.Generating survival times to simulate cox proportional hazards models with time-varying covariates[J].Stat Med,2012,31(29):3946-3958.[9]Lee C,Light A,Alaa A,et al.Application of a novel machine learning framework for pr-edicting non-metastatic prostate cancer-specific mortality in men using the Surveillance,Epidemiology, and End Results (SEER) database[J].The Lancet Digital Health,2021,3(3):e138-e146.[10]Sanda MG,Cadeddu JA,Kirkby E,et al.Clinically localized prostate cancer: AUA/ASTRO/SUOguideline. Part I: risk stratification, shared decision making, and care options[J].The Journal of Urology,2018,199(3):683-690.[11]Zelic R,Garmo H,Zugna D,et al.Predicting prostate cancer death with different pretreatmentrisk stratification tools: a head-to-head comparison in a nationwide cohort-study[J].Eur Urol,2020,77(2):180-188.[12]Bergstra J,Bengio Y.Random search for hyper-parameter optimization[J].J Mach Learn Res,2012,13(1):281-305.[13]邱海波,曹素梅,徐瑞华.基于2020年全球流行病学数据分析中国癌症发病率、死亡率和负担的时间趋势及与美国和英国数据的比较[J].癌症,2022,41(4):165-177.[14]Gerds TA,Schumacher M.Consistent estimation of the expected Brier score in gener-al survival models with right-censored event times[J].Biometr J,2006,48(6):1029-1040.[15]Heagerty PJ,Lumley T,Pepe MS.Time-dependent ROC curves for censored survival data and a diagnostic marker[J].Biometrics,2000,56(2):337-344.[16]田春兰,王烈宏.基于SEER数据库分析年轻T期宫颈癌患者生存的影响[J].医学信息,2023,36(7):36-40.[17]殷桂草,田浩宇,田锋,等.以PSA筛查为基础前列腺癌早期诊断与治疗的研究[J].蚌埠医学院学报,2023,48(4):441-444.[18]Doll KM,Rademaker A,Sosa JA.Practical Guide to Surgical Data Sets: Surveillance,Epi-demiology,and End Results(SEER) Database[J].JAMA Surg,2018,153(6):588-589.[19]Mi X,Zou F,Zhu R.Bagging and deep learning in optimal individualized treatment rules[J].Biometrics,2019,75(2):674-684.[20]任昱恺,林宗祥,韦柏充,等.基于SEER数据库肺腺鳞癌淋巴结转移预测模型的构建[J].河南医学研究,2022,31(7):1198-1203.