PanGIA: A universal framework for identifying association between ncRNAs and diseases

PanGIA is a deep learning model for predicting ncRNA-disease associations.

Model Architecture

Installation

conda create -n pangia python=3.11 
conda activate pangia 
pip install -r requirements.txt 

Prepare Datasets

The raw data can be downloaded from the following sources:

• miRNA: The associations between miRNAs and diseases were obtained from the HMDD v4.0 ...