Blood biomarkers reveal progression of neurodegeneration using transcriptomic and proteomic datasets

• Main Author: Lim, Louis Li Jie
• Other Authors: -
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Medicine, Health and Life Sciences; Alzheimer's disease; Transcriptomics, proteomics; Randomforest; XGBoost
• Online Access: https://hdl.handle.net/10356/180648
• Institution: Nanyang Technological University

The use of blood biomarkers in Alzheimer’s disease (AD) diagnosis has been touted as a non invasive alternative to current forms of diagnosis. However, whilst potential biomarkers associated to AD have been found, there has not been much research done for earlier stages of neurodegeneration, suc...