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International Journal of Neutrosophic Science

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International Journal of Neutrosophic Science

Volume 19 , Issue 1 , PP: 375-383, 2022 | Cite this article as | XML | Html | PDF | Full Length Article

New Entropy Measure Concept for Single Value Neutrosophic Sets with Application in Medical Diagnosis

Norzieha Mustapha 1 * , Suriana Alias 2 , Roliza Md Yasin 3 , Nurnisa Nasuha Mohd Yusof 4 , Nurul Najiha Fakhrarazi 5 , Nik Nur Aisyah Nik Hassan 6

  • 1 Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Cawangan Kelantan, Machang Campus, Kelantan, Malaysia - (norzieha864@uitm.edu.my)
  • 2 Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Cawangan Kelantan, Machang Campus, Kelantan, Malaysia - (suria588@uitm.edu.my)
  • 3 Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Cawangan Kelantan, Machang Campus, Kelantan, Malaysia - (roliza927@uitm.edu.my)
  • 4 Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Cawangan Kelantan, Machang Campus, Kelantan, Malaysia - (nisaanasuhaa99@gmail.com)
  • 5 Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Cawangan Kelantan, Machang Campus, Kelantan, Malaysia - (nurulnajiha0511@gmail.com)
  • 6 Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Cawangan Kelantan, Machang Campus, Kelantan, Malaysia - (aisyhssnik@gmail.com)

    • Doi: https://doi.org/10.54216/IJNS.190118

    Received: March 04, 2022 Accepted: September 20, 2022
    Abstract

    This study aims to propose a new entropy weight on the distance measure of single value neutrosophic set

    (SVNS) to analyse medical diagnosis patient’s risk. Four distance measures will be integrated with three

    entropy weight concepts and applied to medical diagnosis. A new entropy weight measure integrated with

    the four distance measures are calculated using the medical data of one patient with five symptoms and five

    diseases. The calculated new entropy and its associated distance measures give consistent finding with the

    existing entropy weight measures. However, all the values are even smaller showing that the relation between

    patient A and disease are stronger. This evaluation and diagnosis approach is applicable to a wide variety of

    other resources and medical problems.

    Keywords :

    Distance measure , Entropy , Medical diagnosis , Single value neutrosophic set

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    Cite This Article As :
    Mustapha, Norzieha. , Alias, Suriana. , Md, Roliza. , Nasuha, Nurnisa. , Najiha, Nurul. , Nur, Nik. New Entropy Measure Concept for Single Value Neutrosophic Sets with Application in Medical Diagnosis. International Journal of Neutrosophic Science, vol. , no. , 2022, pp. 375-383. DOI: https://doi.org/10.54216/IJNS.190118
    Mustapha, N. Alias, S. Md, R. Nasuha, N. Najiha, N. Nur, N. (2022). New Entropy Measure Concept for Single Value Neutrosophic Sets with Application in Medical Diagnosis. International Journal of Neutrosophic Science, (), 375-383. DOI: https://doi.org/10.54216/IJNS.190118
    Mustapha, Norzieha. Alias, Suriana. Md, Roliza. Nasuha, Nurnisa. Najiha, Nurul. Nur, Nik. New Entropy Measure Concept for Single Value Neutrosophic Sets with Application in Medical Diagnosis. International Journal of Neutrosophic Science , no. (2022): 375-383. DOI: https://doi.org/10.54216/IJNS.190118
    Mustapha, N. , Alias, S. , Md, R. , Nasuha, N. , Najiha, N. , Nur, N. (2022) . New Entropy Measure Concept for Single Value Neutrosophic Sets with Application in Medical Diagnosis. International Journal of Neutrosophic Science , () , 375-383 . DOI: https://doi.org/10.54216/IJNS.190118
    Mustapha N. , Alias S. , Md R. , Nasuha N. , Najiha N. , Nur N. [2022]. New Entropy Measure Concept for Single Value Neutrosophic Sets with Application in Medical Diagnosis. International Journal of Neutrosophic Science. (): 375-383. DOI: https://doi.org/10.54216/IJNS.190118
    Mustapha, N. Alias, S. Md, R. Nasuha, N. Najiha, N. Nur, N. "New Entropy Measure Concept for Single Value Neutrosophic Sets with Application in Medical Diagnosis," International Journal of Neutrosophic Science, vol. , no. , pp. 375-383, 2022. DOI: https://doi.org/10.54216/IJNS.190118

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