An Improved Pre-processing Machine Learning Approach for Cross-Sectional MR Imaging of Demented Older Adults

• Published in: 2019 First International Conference of Intelligent Computing and Engineering (ICOICE) pp. 1 - 7
• Main Authors: Khan, Afreen, Zubair, Swaleha, Al Sabri, Muaadhabdo
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2019
• Subjects: Biomedical imaging; cross-sectional; Data models; data preprocessing; Delays; Dementia; Libraries; Machine learning; Magnetic resonance imaging; MRI

Data pre-processing is the foremost step employed in building any machine learning (ML) model. It has a significant effect on the generalization performance of the model. In the present study, we have attempted to present the data pre-processing techniques for analysis of cross-sectional Magnetic Re...