Predictive Modeling for Blood Transfusion After Adult Spinal Deformity Surgery A Tree-Based Machine Learning Approach

Durand Wesley M.; DePasse John Mason; Daniels Alan H.

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Predictive Modeling for Blood Transfusion After Adult Spinal Deformity Surgery A Tree-Based Machine Learning Approach

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

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摘要

Study Design. Retrospective cohort study.

机译：学习规划。回顾性队列研究。

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来源
《Spine》 |2018年第15期|共9页
作者
Durand Wesley M.; DePasse John Mason; Daniels Alan H.;
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作者单位

Brown Univ Warren Alpert Med Sch Dept Orthoped Div Spine Surg Providence RI 02906 USA;

Brown Univ Warren Alpert Med Sch Dept Orthoped Div Spine Surg Providence RI 02906 USA;

Brown Univ Warren Alpert Med Sch Dept Orthoped Div Spine Surg Providence RI 02906 USA;

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原文格式 PDF
正文语种 eng
中图分类骨科学（运动系疾病、矫形外科学）;
关键词
adult spinal deformity; complications; predictive model; transfusion;

机译：成人脊柱畸形;并发症;预测模型;输血;

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专利

1. 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
2. Preoperative hemoglobin levels and risk for transfusion after adult spinal deformity surgery: analysis of predictive factors [J] . Tina Raman, Peter L. Zhou, Dennis Vasquez-Montes, The spine journal: official journal of the North American Spine Society . 2018,第8期

机译：成人脊柱畸形手术后术前血红蛋白水平和输血风险：预测因子分析
3. Preoperative hemoglobin levels and risk for transfusion after adult spinal deformity surgery: analysis of predictive factors [J] . Tina Raman, Peter L. Zhou, Dennis Vasquez-Montes, The spine journal: official journal of the North American Spine Society . 2018,第8期

机译：成人脊柱畸形手术后术前血红蛋白水平和输血风险：预测因子分析
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. Predicting Surgical Site Infection in Pediatric Patients Undergoing Spinal Deformity Surgery [D] . ?Matsumoto, Hiroko 2020

机译：预测脊髓畸形手术的儿科患者外科遗址感染
6. Decision Tree-based Modelling for Identification of Predictors of Blood Loss and Transfusion Requirement After Adult Spinal Deformity Surgery [O] . TINA RAMAN, DENNIS VASQUEZ-MONTES, CHRIS VARLOTTA, 2020

机译：基于决策树的成人脊柱畸形手术后失血量和输血需求预测因素的建模
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

Predictive Modeling for Blood Transfusion After Adult Spinal Deformity Surgery A Tree-Based Machine Learning Approach

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