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Browsing Articles by Author "Shultana, Shahana"

Browsing Articles by Author "Shultana, Shahana"

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  • Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms with Relief and LASSO Feature Selection Techniques 
    Ghosh, Pronab; Azam, Sami; Jonkman, Mirjam; Karim, Asif; Shamrat, F. M. Javed Mehedi; Ignatious, Eva; Shultana, Shahana (IEEE, 2021-01-22)
    Cardiovascular diseases (CVD) are among the most common serious illnesses affecting human health. CVDs may be prevented or mitigated by early diagnosis, and this may reduce mortality rates. Identifying risk factors using ...
  • Implementation of Machine Learning Algorithms to Detect the Prognosis Rate of Kidney Disease 
    Shamrat, F.M. Javed Mehedi; Ghosh, Pronab; Sadek, Mahbubul Hasan; Kazi, Md. Aslam; Shultana, Shahana (2020 IEEE International Conference for Innovation in Technology (INOCON) , IEEE, 2020-11)
    The chronic kidney disease is the loss of kidney function. Often time, the symptoms of the disease is not noticeable and a significant amount of lives are lost annually due to the disease. Using machine learning algorithm ...
  • Optimization of Prediction Method of Chronic Kidney Disease Using Machine Learning Algorithm 
    Ghosh, Pronab; Shamrat, F. M. Javed Mehedi; Shultana, Shahana; Afrin, Saima; Anjum, Atqiya Abida; Khan, Aliza Ahmed (2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), IEEE, 2020-11-18)
    Chronic Kidney disease (CKD), a slow and late-diagnosed disease, is one of the most important problems of mortality rate in the medical sector nowadays. Based on this critical issue, a significant number of men and women ...

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