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Machine learning–based prediction of health outcomes in pediatric organ transplantation recipients

机译：基于机器学习的儿科器官移植受者的健康结果预测

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期刊名称 JAMIA Open
作者
Michael O Killian; Seyedeh Neelufar Payrovnaziri; Dipankar Gupta; Dev Desai; Zhe He;
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作者单位

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年(卷),期 2021(4),1
年度 2021
页码 ooab008
总页数 10
原文格式 PDF
正文语种
中图分类
关键词
pediatric organ transplantation; machine learning; united network for organ sharing; UNOS;

机译：儿科器官移植;机器学习;机箱共享的联合网络;欧洲联合国;

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1. Effects of acute rejection vs new-onset diabetes after transplant on transplant outcomes in pediatric kidney recipients: analysis of the Organ Procurement and Transplant Network/United Network for Organ Sharing (OPTN/UNOS) database [J] . Mehrnia Alireza, Le Thuy X., Tamer Tamer R., Pediatric transplantation. . 2016,第7期

机译：移植后急性排斥反应与新发糖尿病的关系对小儿肾脏受体移植结果的影响：器官采购和移植网络/器官共享联合网络（OPTN / UNOS）数据库的分析
2. Early outcomes for low-risk pediatric heart transplant recipients and steroid avoidance: A multicenter cohort study (Clinical Trials in Organ Transplantation in Children - CTOTC-04) [J] . Lamour Jacqueline M., Mason Kristen L., Hsu Daphne T., The Journal of heart and lung transplantation: the official publication of the International Society for Heart Transplantation . 2019,第9期

机译：低风险儿科心脏移植受者的早期结果和类固醇避免：多中心队列研究（儿童有机移植的临床试验 - CTOTC-04）
3. Outcomes of Pediatric Kidney Transplantation in Recipients of a Previous Non‐Renal Solid Organ Transplant [J] . Hamdani G., Zhang B., Liu C., American journal of transplantation: official journal of the American Society of Transplantation and the American Society of Transplant Surgeons . 2017,第7期

机译：先前非肾固体器官移植受者的儿科肾移植的结果
4. Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices [C] . Zahra Shakeri Hossein Abad, Adrienne Kline, Joon Lee Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2020

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5. Machine Learning Approaches for Network-based Prediction of Disease Outcomes and Protein Functions. [D] . Hu, Pingzhao. 2012

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6. Machine learning for the prediction of severe pneumonia during posttransplant hospitalization in recipients of a deceased-donor kidney transplant [O] . You Luo, Zuofu Tang, Xiao Hu, 2020

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7. Data Leakage in Health Outcomes Prediction With Machine Learning. Comment on “Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning” [O] . Alexandre Chiavegatto Filho, André Filipe De Moraes Batista, Hellen Geremias dos Santos 2021

机译：与机器学习的健康结果预测数据泄漏。评论“明年内发生的事故高压措施：使用全州电子健康记录和机器学习的前瞻性研究”

Machine learning–based prediction of health outcomes in pediatric organ transplantation recipients

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