Large-Scale Evaluation and Liver Disease Risk Prediction in Finland's National Electronic Health Record System: Feasibility Study Using Real-World Data.

ABSTRACT:

Background

Globally, the incidence and mortality of chronic liver disease are escalating. Early detection of liver disease remains a challenge, often occurring at symptomatic stages when preventative measures are less effective. The Chronic Liver Disease score (CLivD) is a predictive risk model developed using Finnish health care data, aiming to forecast an individual's risk of developing chronic liver disease in subsequent years. The Kanta Service is a national electronic health record system in Finland that stores comprehensive health care data including patient medical histories, prescriptions, and laboratory results, to facilitate health care delivery and research.

Objective

This study aimed to evaluate the feasibility of implementing an automatic CLivD score with the cu

SUBMITTER: Mannikko V 

PROVIDER: S-EPMC12004021 | biostudies-literature | 2025 Apr

REPOSITORIES: biostudies-literature