Title
A Study on Data-Driven Novel Cancer Staging Methods.
Abstract
This paper presents a data-driven method to study the relationship of survival and clinical information of patients. The machine learning models were established to study the survival situation at the time of interest based on survival analysis. The way to determine the time of interest is an innovation of this paper. The distribution of survival time is considered, namely the three quartiles, as well as the traditional analysis experience is taken into consideration.
Year
DOI
Venue
2017
10.3233/978-1-61499-830-3-1263
Studies in Health Technology and Informatics
Keywords
Field
DocType
Colorectal Neoplasms,Machine Learning,Survival Analysis
Oncology,Data-driven,Internal medicine,Medicine,Cancer staging
Conference
Volume
ISSN
Citations 
245
0926-9630
0
PageRank 
References 
Authors
0.34
0
7
Name
Order
Citations
PageRank
Yuan Gao126447.87
Yu Tian24919.62
Shengqiang Chi300.34
Yao Lu44223.11
Xinhang Li500.34
Tianshu Zhou600.68
Jing-Song Li722211.02