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Predicting Post-Heart Transplant Composite Renal Outcome Risk in Adults: A Machine Learning Decision Tool.

作者信息

Mete Mutlu, Ayvaci Mehmet U S, Ariyamuthu Venkatesh K, Amin Alpesh, Peltz Matthias, Thibodeau Jennifer T, Grodin Justin L, Mammen Pradeep P A, Garg Sonia, Araj Faris, Morlend Robert, Drazner Mark H, AbdulRahim Nashila, Kim Yeongin, Salam Yusuf, Gungor Ahmet B, Delibasi Bulent, Kotla Suman K, MacConmara Malcolm P, Mohan Anand Prince, Gupta Gaurav, Tanriover Bekir

机构信息

Department of Computer Science, Texas A&M University-Commerce, Commerce, Texas, USA.

Information Systems, Naveen Jindal School of Business, University of Texas at Dallas, Richardson, Texas, USA.

出版信息

Kidney Int Rep. 2022 Apr 9;7(6):1410-1415. doi: 10.1016/j.ekir.2022.04.004. eCollection 2022 Jun.

DOI:10.1016/j.ekir.2022.04.004
PMID:35685329
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9171705/
Abstract
摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/878d/9171705/4b4e3edab844/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/878d/9171705/4b4e3edab844/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/878d/9171705/4b4e3edab844/gr1.jpg

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本文引用的文献

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Consensus conference on heart-kidney transplantation.心脏-肾脏移植共识会议。
Am J Transplant. 2021 Jul;21(7):2459-2467. doi: 10.1111/ajt.16512. Epub 2021 Feb 19.
2
Preoperative right heart hemodynamics predict postoperative acute kidney injury after heart transplantation.术前右心血液动力学可预测心脏移植术后急性肾损伤。
Intensive Care Med. 2018 May;44(5):588-597. doi: 10.1007/s00134-018-5159-z. Epub 2018 Apr 18.
3
Induction regimen and survival in simultaneous heart-kidney transplant recipients.心脏-肾脏联合移植受者的诱导方案和生存情况。
J Heart Lung Transplant. 2018 May;37(5):587-595. doi: 10.1016/j.healun.2017.11.012. Epub 2017 Nov 15.
4
Acute kidney disease and renal recovery: consensus report of the Acute Disease Quality Initiative (ADQI) 16 Workgroup.急性肾损伤与肾脏恢复：急性疾病质量倡议（ADQI）16 工作组的共识报告。
Nat Rev Nephrol. 2017 Apr;13(4):241-257. doi: 10.1038/nrneph.2017.2. Epub 2017 Feb 27.
5
Pre-orthotopic heart transplant estimated glomerular filtration rate predicts post-transplant mortality and renal outcomes: An analysis of the UNOS database.原位心脏移植前估计肾小球滤过率可预测移植后死亡率和肾脏结局：一项对器官共享联合网络（UNOS）数据库的分析
J Heart Lung Transplant. 2016 Dec;35(12):1471-1479. doi: 10.1016/j.healun.2016.05.028. Epub 2016 Jun 7.
6
Acute Kidney Injury as a Complication of Cardiac Transplantation: Incidence, Risk Factors, and Impact on 1-year Mortality and Renal Function.急性肾损伤作为心脏移植的并发症：发病率、危险因素及其对1年死亡率和肾功能的影响。
Transplantation. 2016 Aug;100(8):1740-9. doi: 10.1097/TP.0000000000000956.
7
Long-term evolution, secular trends, and risk factors of renal dysfunction following cardiac transplantation.心脏移植后肾功能障碍的长期演变、长期趋势和危险因素。
Transpl Int. 2014 Aug;27(8):824-37. doi: 10.1111/tri.12340. Epub 2014 May 26.
8
The clinical impact of an early decline in kidney function in patients following heart transplantation.心脏移植术后患者肾功能早期下降的临床影响。
Am J Transplant. 2009 Feb;9(2):348-54. doi: 10.1111/j.1600-6143.2008.02490.x. Epub 2008 Dec 15.
9
Risks and costs of end-stage renal disease after heart transplantation.心脏移植后终末期肾病的风险与成本
Transplantation. 1998 Dec 27;66(12):1763-70. doi: 10.1097/00007890-199812270-00034.