ENVIRONMENTAL ANALYSIS BASED ON CAUSES OF DEATH: A SURVEY

Authors

  • M. Uma Devi Computer Science and EngineeringSRMIST, Kattankalathur,Chennai, Tamil Nadu Author
  • Vishwanand Vyas Computer Science and Engineering,SRMIST, Kattankalathur,Chennai, Tamil Nadu Author
  • Nikhil Agrawal Computer Science and Engineering,SRMIST, Kattankalathur,Chennai, Tamil Nadu Author

DOI:

https://doi.org/10.61841/s1fmdt63

Keywords:

Data Mining, Bit Term TropicModel, Feature Selection, Classification &Regression Tree(C&RT),, CoherenceScore

Abstract

Every environment has different factors based on which we can analyze the factors such as medical concerns, resource allocations, mortality factors and various others. Information is collected from the analysis of Causes of Death. This helps in analysis of death caused by lack of vaccination, environmental factors, and natural causes. By categorizing the data on the basis of age we can determine the major causes of death in a particular age group which in turn helps hospitals and doctors to prepare accordingly. It will help hospital and healthcare organisations to make better health care decisions and public policy makers to make better policies. A widely used method in the studies of healthcare is statistical method. Though these method are very useful in public health and clinical research policy making, these methods are not capable of finding relation among health condition on their own. Thus we aim to cope with the above challenge by giving input from different datasets and then producing an output which can give more accurate results and better understanding of the situation of the area.

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References

1. Hanyu Jiang, Hang Wu, Student Member, and May Dongmei Wang, Ph.D., on“Causes of Death in the United States, 1999 to 2017”in IEEE,2017

2. A. Jemal, E. Ward, Y. Hao, and M.

3. J. Thun, “Trends in the leading causes of death in the United States, 1970-2002,” JAMA,vol. 294, no.10, pp. 1255–1259, 2005.

4. Hesham Abdo Ahmed Aqlan, Shoiab Ahmed and Ajit Danti on “Death Prediction and Analysis Using Web Mining Techniques” published on 2017 International Conference on Advanced Computing and Communication Systems (ICACCS -2015), Jan. 06 – 07, 2017, Coimbatore, INDIA

5. Gerami Farzad, Bartashak

6. Masoumeh, Kourosh Rocky,Razieh Honarmand,“Prediction of Workplace Accidents with Knowledge Discovery

7. Approach Using Weka software,”Nova Explore Publications, Nova Journal of Engineering and Applied Sciences, Vol. 2(5), May2014.

8. Du Zhang, Quoc Luan Ha and Meiliu Lu on “Mining California Vital Statistics Data” published in 2001 IEEE

9. Munaza Ramzan on “Comparing and Evaluating the Performance of WEKA Classifiers on Critical Diseases” published on 2016 IEEE

10. Mr. Chintan Shah, Dr. Anjali G. Jivani, on “Comparison of Data Mining Classification Algorithms for health analysis”,IEEE,2013

11. Mohammad Hossein Saraee Advanced Database Systems, Data Mining and Bioinformatics Research Laboratory on “ Applying Data Mining In Medical Data With focus on mortality related to accident in children” in IEEE 2008

12. James K. Tamgno, Roger M. Faye, Claude Lishou on “Verbal Autopsies, Mobile Data Collection for Monitoring and Warnin Causes of Deaths” in ICACT 2013.

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Published

31.10.2020

How to Cite

Devi, M. U., Vyas, V., & Agrawal, N. (2020). ENVIRONMENTAL ANALYSIS BASED ON CAUSES OF DEATH: A SURVEY. International Journal of Psychosocial Rehabilitation, 24(8), 13155-13163. https://doi.org/10.61841/s1fmdt63