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Revolutionary AI Tool Diagnoses Acute Leukemia in Hours

9/23/2025

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Summary

Story summary

MARLIN, from Dana-Farber Cancer Institute, uses DNA methylation patterns and machine learning to diagnose acute leukemia.
It identifies 38 methylation classes and detects genetic rearrangements linked to favorable outcomes.
Classification takes under two hours, vs days or weeks for current methods.
Findings appear in Nature Genetics on September 22, 2025, with plans to integrate MARLIN into clinical workflows.

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Story summary

MARLIN, from Dana-Farber Cancer Institute, uses DNA methylation patterns and machine learning to diagnose acute leukemia.
It identifies 38 methylation classes and detects genetic rearrangements linked to favorable outcomes.
Classification takes under two hours, vs days or weeks for current methods.
Findings appear in Nature Genetics on September 22, 2025, with plans to integrate MARLIN into clinical workflows.