Advances in Bioengineering and Biomedical Science Research(ABBSR)

School of Computing, Asia Pacific University, Malaysia

Publications

• Research Article   
  Early Prediction of Lupus Disease: A Study on the Variations of Decision Tree Models
  Author(s): Jagjiven Kaur Jasber Singh*, Raja Rajeswari Ponnusamy, Elaine Chan Wan Ling and Lim Sern Chin
  
  Systematic Lupus Erythematosus (SLE) is an irreversible autoimmune disease that has seen to bring a lot of negative effect on the human body. It has become a very challenging task in predicting the prevalence of Lupus in patients. It has slowly gained popularity among many researchers to study the prevalence of this disease and developing prediction models that not only study the prevalence of the disease but is also able to predict suitable dosage requirements, treatment effectiveness and the severity of the disease in patients. All of these is usually done with medical records or clinical data that has different attributes related and significant to the analysis done. With the advancement in machine learning models and ensemble techniques, accurate prediction models have been developed. However, these models are not able to explain the significant contributing factors as well as cor.. Read More»
  

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