Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph

In the complex landscape of hematologic samples such as peripheral blood or bone marrow, cell classification, delineating diverse populations into a hierarchical structure, presents profound challenges. This study presents LeukoGraph, a recently developed framework designed explicitly for this purpo...

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Veröffentlicht in:	arXiv.org 2024-02
Hauptverfasser:	Mojarrad, Fatemeh Nassajian, Bini, Lorenzo, Matthes, Thomas, Marchand-Maillet, Stéphane
Format:	Artikel
Sprache:	eng
Schlagworte:	Bone marrow Classification Datasets Flow cytometry Graph neural networks Graphs Populations
Online-Zugang:	Volltext
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