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Machine Learning Predicts Liver Cirrhosis Risk in Study

9/1/2025

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Summary

Story summary

A study assessed liver cirrhosis risk in 90,136 individuals using electronic health record data from April to August 2022.
Participants were Clalit members aged 40-75 with recent lab tests.
A machine-learning model predicted cirrhosis diagnoses based on lab results and demographic information.
The analysis included 2,255,580 observations, providing strong statistical power.

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Story summary

A study assessed liver cirrhosis risk in 90,136 individuals using electronic health record data from April to August 2022.
Participants were Clalit members aged 40-75 with recent lab tests.
A machine-learning model predicted cirrhosis diagnoses based on lab results and demographic information.
The analysis included 2,255,580 observations, providing strong statistical power.