Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods
Published 2015 View Full Article
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Title
Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods
Authors
Keywords
Decision trees, Delayed graft function, Discriminant analysis, Kidney transplantation, Logistic models, Machine learning, Predictive analysis, ROC curve, Sensitivity and specificity, Support vector machines
Journal
BMC Medical Informatics and Decision Making
Volume 15, Issue 1, Pages -
Publisher
Springer Nature
Online
2015-10-14
DOI
10.1186/s12911-015-0206-y
References
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Related references
Note: Only part of the references are listed.- Predictive model for delayed graft function based on easily available pre-renal transplant variables
- (2014) Gianluigi Zaza et al. Internal and Emergency Medicine
- A useful scoring system for the prediction and management of delayed graft function following kidney transplantation from cadaveric donors
- (2014) Marion Chapal et al. KIDNEY INTERNATIONAL
- Comparison of Life Participation Activities Among Adults Treated by Hemodialysis, Peritoneal Dialysis, and Kidney Transplantation: A Systematic Review
- (2013) Tanjala S. Purnell et al. AMERICAN JOURNAL OF KIDNEY DISEASES
- Delayed Graft Function After Kidney Transplantation: The Clinical Perspective
- (2013) Adnan Sharif et al. AMERICAN JOURNAL OF KIDNEY DISEASES
- Summary of FDA Workshop on Ischemia Reperfusion Injury in Kidney Transplantation
- (2013) M. Cavaillé-Coll et al. AMERICAN JOURNAL OF TRANSPLANTATION
- Managing renal transplant ischemia reperfusion injury: novel therapies in the pipeline
- (2013) Jaclyn T. Powell et al. CLINICAL TRANSPLANTATION
- Bayesian Modeling of Pretransplant Variables Accurately Predicts Kidney Graft Survival
- (2012) Trevor S. Brown et al. AMERICAN JOURNAL OF NEPHROLOGY
- Delayed Graft Function in the Kidney Transplant
- (2011) A. Siedlecki et al. AMERICAN JOURNAL OF TRANSPLANTATION
- Systematic Review: Kidney Transplantation Compared With Dialysis in Clinically Relevant Outcomes
- (2011) M. Tonelli et al. AMERICAN JOURNAL OF TRANSPLANTATION
- Predicting the outcome of renal transplantation
- (2011) Julia Lasserre et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- A Risk Prediction Model for Delayed Graft Function in the Current Era of Deceased Donor Renal Transplantation
- (2010) W. D. Irish et al. AMERICAN JOURNAL OF TRANSPLANTATION
- Decisional Trees in Renal Transplant Follow-up
- (2010) R. Greco et al. TRANSPLANTATION PROCEEDINGS
- Delayed Graft Function and the Risk for Death with a Functioning Graft
- (2009) S. N. Tapiawala et al. JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY
- Marked variation in the definition and diagnosis of delayed graft function: a systematic review
- (2008) S. G. Yarlagadda et al. NEPHROLOGY DIALYSIS TRANSPLANTATION
- Association between delayed graft function and allograft and patient survival: a systematic review and meta-analysis
- (2008) S. G. Yarlagadda et al. NEPHROLOGY DIALYSIS TRANSPLANTATION
- Prediction of Graft Survival of Living-Donor Kidney Transplantation: Nomograms or Artificial Neural Networks?
- (2008) Ahmed Akl et al. TRANSPLANTATION
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