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Human Diseases Detection Based On Machine Learning Algorithms: A Review

Author

Listed:
  • Nareen O. M. Salim

    (Duhok Polytechnic University, Duhok, Kurdistan Region, Iraq)

  • Adnan Mohsin Abdulazeez

    (Duhok Polytechnic University, Duhok, Kurdistan Region, Iraq)

Abstract

One of the most significant subjects of society is human healthcare. It is looking for the best one and robust disease diagnosis to get the care they need as soon as possible. Other fields, such as statistics and computer science, are needed for the health aspect of searching since this recognition is often complicated. The task of following new approaches is challenging these disciplines, moving beyond the conventional ones. The actual number of new techniques makes it possible to provide a broad overview that avoids particular aspects. To this end, we suggest a systematic analysis of human diseases related to machine learning. This research concentrates on existing techniques related to machine learning growth applied to the diagnosis of human illnesses in the medical field to discover exciting trends, make unimportant predictions, and help decision-making. This paper analyzes unique machine learning algorithms used for healthcare applications to create adequate decision support. This paper intends to reduce the research gap in creating a realistic decision support system for medical applications.

Suggested Citation

  • Nareen O. M. Salim & Adnan Mohsin Abdulazeez, 2021. "Human Diseases Detection Based On Machine Learning Algorithms: A Review," International Journal of Science and Business, IJSAB International, vol. 5(2), pages 102-113.
    • Handle: RePEc:aif:journl:v:5:y:2021:i:2:p:102-113
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    References listed on IDEAS

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    1. Ejis, 2016. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 01, March.
    2. Ejis, 2012. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 02, June.
    3. Ejis, 2016. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 02, June.
    4. Ejis, 2018. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 01, March.
    5. Ejis, 2018. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 02, June.
    6. Ejis, 2012. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 01, March.
    7. Journal of Food Distribution Research, 2018. "Table of Contents," Journal of Food Distribution Research, Food Distribution Research Society, vol. 49(2), July.
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    Cited by:

    1. Noor Salah Hassan & Nawzat Sadiq Ahmed, 2021. "A Comparative Study of Detect Brain Tumor Based on K-Means and Fuzzy C-Means Algorithms," International Journal of Science and Business, IJSAB International, vol. 5(6), pages 21-32.
    2. Shler Farhad Khorshid & Nawzat Sadiq Ahmed, 2021. "A comparison study: Classification brain tumor based on Support Vector Machine and K-Nearest Neighbors," International Journal of Science and Business, IJSAB International, vol. 5(6), pages 12-20.

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