Gene Disease Association Prediction

This AI model predicts the top 100 genes associated with a given disease based on 16,733 genes. To get started, you need a Disease ID (UMLS CUI), which can be obtained from the DisGeNET database.

Steps to Obtain a Disease ID from DisGeNET:

1. Visit the DisGeNET website: https://www.disgenet.org/search.
2. Use the search bar to enter your disease of interest. For instance, if you're interested in 'Alzheimer's Disease', type 'Alzheimer's Disease' into the search bar.
3. From the search results, identify the disease you're researching. The Disease ID (UMLS CUI) is listed alongside each disease name, e.g. C0002395.
4. Enter the Disease ID into the input box below and submit.

The DisGeNET database contains all known gene-disease associations and associated evidence. In addition, it is able to find the corresponding diseases based on a gene.

The model will take about 18 minutes to inference a new disease.