Gut Age Index

Gut Age Index predicts disease status in silico (58–72% balanced accuracy).

“In the AGP cohort, the balanced accuracy of GAI ranged from 58 to 72% for 10 diseases.”

In silicoAmerican Gut Project; 10 diseases

Predicting host health status through an integrated machine learning framework: insights from healthy gut microbiome aging trajectory

Scientific reports·28 Dec 2024

Gut Age Index predicts chronic disease status in silico (66–75% balanced accuracy).

“the proposed GAI achieved a balanced accuracy, ranging from 66 to 75%, with the prediction performance for atherosclerosis being the highest.”

In silicoGuangdong Gut Microbiome Project; 20 common chronic diseases

Predicting host health status through an integrated machine learning framework: insights from healthy gut microbiome aging trajectory

Scientific reports·28 Dec 2024