Early detection of Alzheimer's disease using single nucleotide polymorphisms analysis based on gradient boosting tree

H Ahmed, H Soliman, M Elmogy - Computers in Biology and Medicine, 2022 - Elsevier
Alzheimer's disease (AD) is a degenerative disorder that attacks nerve cells in the brain. AD
leads to memory loss and cognitive & intellectual impairments that can influence social …

[HTML][HTML] Genetic variations analysis for complex brain disease diagnosis using machine learning techniques: opportunities and hurdles

H Ahmed, L Alarabi, S El-Sappagh, H Soliman… - PeerJ Computer …, 2021 - peerj.com
Methods We used a methodology for literature surveys to obtain data from academic
databases. Criteria were defined for inclusion and exclusion. The selection of articles was …

COMPARISON OF ANN METHOD AND LOGISTIC REGRESSION METHOD ON SINGLE NUCLEOTIDE POLYMORPHISM GENETIC DATA

A Setiawan, RWN Wijaya - BAREKENG: Jurnal Ilmu Matematika …, 2023 - ojs3.unpatti.ac.id
This study aims to determine the goodness of classification using the ANN method on
Asthma genetic data in the R program package, namely SNPassoc. SNP genetic data was …