Abstract:
Survival analysis is the daily routine in cancer research. However, the data cleaning in the Health Information System (HIS) is always an obstacle, the collection, compil...Show MoreMetadata
Abstract:
Survival analysis is the daily routine in cancer research. However, the data cleaning in the Health Information System (HIS) is always an obstacle, the collection, compilation, analysis, and reporting of health data are riddled with several problems. Mostly, the data from HIS are filling endless registers, collating, incomplete, inaccurate, untimely, obsolete, and unrelated to prioritize tasks. In order to reveal the significant improvement of cancer therapy, we design the Survival Metadata Analysis Responsive Tool (SMART), it is an R-Shiny based web application. It provides Metadata ETL tools for researchers and helps them perform demographic analysis, Kaplan-Meier survival analysis, Cox proportional hazard ratio analysis of original HIS datasets. It is a public domain software of abstracting clinical research data, refining research models, and performing survival analysis. The web application and a detailed tutorial are accessible from http://140.112.30.202:3838/.
Published in: 2017 XXVI International Conference on Information, Communication and Automation Technologies (ICAT)
Date of Conference: 26-28 October 2017
Date Added to IEEE Xplore: 11 December 2017
ISBN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Metadata ,
- Tools ,
- Cancer ,
- Hazards ,
- Analytical models ,
- Statistical analysis ,
- Standards
- Index Terms
- Survival Analysis ,
- Cancer Research ,
- Web Application ,
- Kaplan-Meier Survival Analysis ,
- Load Data ,
- Hazard Analysis ,
- Cox Proportional Hazards Analysis ,
- Proportional Ratio ,
- Public Domain Software ,
- Dependent Variable ,
- Survival Rate ,
- Lymph Node ,
- Overall Survival ,
- Log-rank Test ,
- Categorical Data ,
- Survival Time ,
- Lower Mortality ,
- Proportional Hazards Model ,
- New Variables ,
- Lymph Node Involvement ,
- Time-to-event Analysis ,
- Demonstrative ,
- Public Figures ,
- Automatic Generation ,
- Analysis Of Survival Data ,
- Model Statistical Analysis ,
- Medical Reports ,
- Differences In Survival Rates ,
- Comma-separated Values
- Author Keywords
Contents Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Metadata ,
- Tools ,
- Cancer ,
- Hazards ,
- Analytical models ,
- Statistical analysis ,
- Standards
- Index Terms
- Survival Analysis ,
- Cancer Research ,
- Web Application ,
- Kaplan-Meier Survival Analysis ,
- Load Data ,
- Hazard Analysis ,
- Cox Proportional Hazards Analysis ,
- Proportional Ratio ,
- Public Domain Software ,
- Dependent Variable ,
- Survival Rate ,
- Lymph Node ,
- Overall Survival ,
- Log-rank Test ,
- Categorical Data ,
- Survival Time ,
- Lower Mortality ,
- Proportional Hazards Model ,
- New Variables ,
- Lymph Node Involvement ,
- Time-to-event Analysis ,
- Demonstrative ,
- Public Figures ,
- Automatic Generation ,
- Analysis Of Survival Data ,
- Model Statistical Analysis ,
- Medical Reports ,
- Differences In Survival Rates ,
- Comma-separated Values
- Author Keywords
