Disease Prediction using Machine Learning

Priyanka J. Panchal; Shaeezah A. Mhaskar; Tejal S. Ziman

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Disease Prediction using Machine Learning

Priyanka J. Panchal Shaeezah A. Mhaskar Tejal S. Ziman

Subject area: Science,Engineering and Technology · Area of research: Machine Learning

Abstract

In this digital world, most of the people are prone to diseases, due to lack of healthy food, proper sleep and daily exercise. It is very crucial to know if we are suffering from a disease, at an early stage rather than discovering it at a later stage. Hence disease prediction system plays an important role as it predicts the diseases based on symptoms. This disease prediction system uses Machine Learning algorithm named Random Forest. This system also suggests drugs that are most commonly used to cure the disease.

Keywords

Diseases, Drugs, Machine Learning, Prediction,Random Forest

References

[1] Arthur Samuel, Automated Design of Both the Topology and Sizing of Analog Electrical Circuits Using Genetic Programming . Artificial Intelligence in Design '96. Springer, Dordrecht.

[2] A. C. Jamgade, Prof. S. D. Zade (May 2019). Disease prediction using Machine Learning. International Research Journal of Engineering and Technology (IRJET). [Online]. Available: https://www.irjet.net/archives/V6/i5/IRJET- V6I5977.pdf

[3] A. Borad (October 2018). How to develop Machine Learning applications for Business. eInfochips- An Arrow Company [Online]. Available:https://www.einfochips.com/blog/how- to-develop-machine-learning-applications-for- business/

[4] Classification Algorithms – Random Forest. Tutorialspoint [Online]. Available: https://www.tutorialspoint.com/machine_learning _with_python/machine_learning_with_python_cl assification_algorithms_random_forest.htm

How to cite this paper

Priyanka J. Panchal, Shaeezah A. Mhaskar, Tejal S. Ziman "Disease Prediction using Machine Learning" Iconic Research And Engineering Journals Volume 3 Issue 10 2020 Page 302-303

Priyanka J. Panchal, Shaeezah A. Mhaskar, Tejal S. Ziman "Disease Prediction using Machine Learning" Iconic Research And Engineering Journals, vol. 3, no. 10, Apr. 2020

Priyanka J. Panchal, Shaeezah A. Mhaskar, Tejal S. Ziman (2020). Disease Prediction using Machine Learning. Iconic Research And Engineering Journals, 3(10).

Priyanka J. Panchal, Shaeezah A. Mhaskar, Tejal S. Ziman "Disease Prediction using Machine Learning" Iconic Research And Engineering Journals, vol. 3, no. 10, Apr. 2020.

@article{1702253,
      author = {Priyanka J. Panchal, Shaeezah A. Mhaskar, Tejal S. Ziman},
      title = {Disease Prediction using Machine Learning},
      journal = {Iconic Research And Engineering Journals},
      year = {2020},
      volume = {3},
      number = {10},
      pages = {302-303},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1702253.pdf},
      abstract = {In this digital world, most of the people are prone to diseases, due to lack of healthy food, proper sleep and daily exercise. It is very crucial to know if we are suffering from a disease, at an early stage rather than discovering it at a later stage. Hence disease prediction system plays an important role as it predicts the diseases based on symptoms. This disease prediction system uses Machine Learning algorithm named Random Forest. This system also suggests drugs that are most commonly used to cure the disease.},
      keywords = {Diseases, Drugs, Machine Learning, Prediction,Random Forest},
      month = {April},
  }