About this document
Gene-Based Disease Prediction Methods by Mangalam is a document available to read on EtoBox.
This document discusses using gene expression data to classify and predict diseases. It describes how DNA microarrays allow simultaneous measurement of thousands of gene expressions. Clustering techniques group genes with similar expression patterns, which can provide insights into cellular functions and regulatory networks. The document outlines challenges in gene clustering due to noise and interconnected clusters in expression data. It proposes using particle swarm optimization, K-nearest neighbors class
- Author
- Mangalam
- Language
- EN