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Principal Investigator  
Principal Investigator's Name: Ahmad Ilham
Institution: Universitas Muhammadiyah Semarang
Department: Informatics
Proposed Analysis: Machine Learning (ML) is considered as one of the deep approaches in predicting, identifying, and making decisions without involving humans. ML is rapidly developing in the medical industry from diagnosis to visualization of disease and study of disease transmission. These methods were developed to identify problems in processing medical images. A number of previous studies have tried to apply data mining methods to MRI (Magnetic Resonance Image) data to predict AD (Alzheimer's disease) as has been done by .... where they support vector machines (SVM) in predicting dementia and validate their performance through statistical analysis . In this research, we will try to use ADNI to explore deeper with machine learning and further study the data (for example, data missing and so on). This approach will be more to find the best model in predicting Alzheimer's disease.
Additional Investigators