Machine learning of clinical performance in a pancreatic cancer database

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摘要

ObjectiveWe consider predictive models for clinical performance of pancreatic cancer patients based on machine learning techniques. The predictive performance of machine learning is compared with that of the linear and logistic regression techniques that dominate the medical oncology literature.

论文关键词:Machine learning,Predictive modeling,Clinical performance,Quality of life,Pancreatic cancer

论文评审过程:Received 15 March 2009, Revised 30 March 2010, Accepted 31 March 2010, Available online 18 May 2010.

论文官网地址:https://doi.org/10.1016/j.artmed.2010.04.009