CompletingMissingPrevalenceRatesUsingCPH

The source code for Completing Missing Prevalence Rates for Multiple Chronic Diseases by Jointly Leveraging Both Intra- and Inter-Disease Population Health Data Correlations
Thank you for your interest in our work, we have uploaded the code for all models here.

Requirements

Install python, tensorflow. We use Python 3.7, Tensorflow 1.14.0.

Data preparation

The Chronic Diseases Prevalence Dataset is open according to here

Run

All the hyper-parameters and steps are included in the ./CPH/main.py file, you can run it directly.