A model to predict risk of blood transfusion after gynecologic surgery

Stanhiser Jamie; Chagin Kevin; Jelovsek J. Eric

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A model to predict risk of blood transfusion after gynecologic surgery

机译：一种模型，以预测妇科手术后输血风险的模型

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BACKGROUND: A model that predicts a patient's risk of receiving a blood transfusion may facilitate selective preoperative testing and more efficient perioperative blood management utilization.

机译：背景：预测患者接受输血风险的模型可以促进选择性术前测试和更有效的围手术期血液管理利用。

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来源
《American Journal of Obstetrics and Gynecology》 |2017年第5期|共14页
作者
Stanhiser Jamie; Chagin Kevin; Jelovsek J. Eric;
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作者单位

Cleveland Clin Obstet Gynecol &

Womens Hlth Inst Cleveland OH 44106 USA;

Cleveland Clin Quantitat Hlth Sci Cleveland OH 44106 USA;

Cleveland Clin Obstet Gynecol &

Womens Hlth Inst Cleveland OH 44106 USA;

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原文格式 PDF
正文语种 eng
中图分类妇产科学;
关键词
blood management; blood transfusion; blood transfusion risk; gynecologic surgery; perioperative; predict; predictive model; preoperative testing;

机译：血液管理;输血;血液输血风险;妇科手术;围手术期;预测;预测模型;术前测试;

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专利

1. A model to predict risk of blood transfusion after gynecologic surgery [J] . Stanhiser Jamie, Chagin Kevin, Jelovsek J. Eric American Journal of Obstetrics and Gynecology . 2017,第5期

机译：一种模型，以预测妇科手术后输血风险的模型
2. Predictive Modeling for Blood Transfusion After Adult Spinal Deformity Surgery A Tree-Based Machine Learning Approach [J] . Durand Wesley M., DePasse John Mason, Daniels Alan H. Spine . 2018,第15期

机译：成人脊柱畸形手术后输血预测建模一架基于树的机器学习方法
3. Predicting lowest hemoglobin level and risk of blood transfusion in spinal fusion surgery for adolescent idiopathic scoliosis [J] . Soliman Hany Abdel Gawwad, Beausejour Marie, Joncas Julie, European spine journal: official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society . 2019,第6期

机译：预测青少年特发性脊柱侧凸脊髓融合手术中最低血红蛋白水平及输血风险
4. Data Driven Methods for Predicting Blood Transfusion Needs in Elective Surgery [C] . Dieter HAYN, KarlKREINER, Peter KASTNER, eHealth Conference . 2016

机译：预测选修外科预测输血需求的数据驱动方法
5. Development and validation of transfusion risk: Understanding scoring tool (TRUST) to stratify cardiac surgery patients according to their blood transfusion needs. [D] . Alghamdi, Abdullah A. 2005

机译：制定和确认输血风险：了解评分工具（TRUST），根据心脏手术患者的输血需求对其进行分层。
6. Machine learning models to predict red blood cell transfusion in patients undergoing mitral valve surgery [O] . Shun Liu, Rong Zhou, Xing-Qiu Xia, 2021

机译：机器学习模型预测二尖瓣手术患者红细胞输血
7. Machine learning models to predict red blood cell transfusion in patients undergoing mitral valve surgery [O] . Shun Liu, Rong Zhou, Xing-Qiu Xia, 2021

机译：机器学习模型预测二尖瓣手术患者红细胞输血

A model to predict risk of blood transfusion after gynecologic surgery

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