JCO clinical cancer informaticsFlow CytometryHumansMachine LearningSoftwareLymphoma
Machine Learning Designed for Any Hematologic Flow Cytometry Data Set.
Johannes Mammen, Calin-Petru Manta, Sarah Richter, Nora Liebers, Tobias Roider, Felix Czernilofsky, Katharina Kriegsmann, Carsten Müller-Tidow, Michael Hundemer, Sascha Dietrich
Published: 202510.1200/CCI-24-00259
Abstract
PURPOSE: Flow cytometry is a key diagnostic technique in hematology that provides protein information at a single-cell level. Traditionally interpreted manually in a sequence of two-dimensional plots, automated analysis techniques have grown in signi…
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