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Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification ADCI and Dose Estimation

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Exploración de imágenes HSI para la segmentación de cromosomas superpuestos

Najoua Zeffate¹, Mohammed El Amine Bechar², Jean-Marie Guyader²

¹LabISEN, ISEN Ouest, 29200, Brest, France. najoua.zeffate@isen-ouest.yncrea.fr.

Chromosome research : an international journal on the molecular, supramolecular and evolutionary aspects of chromosome biology

|December 12, 2025

Resumen

Este resumen es generado por máquina.

La imagen hiperespectral (HSI) mejora significativamente la segmentación de cromosomas superpuestos en citogenética. Los modelos basados en HSI lograron hasta un 92 % de puntuación Dice, superando a la imagen RGB tradicional para un análisis cromosómico mejorado.

Palabras clave:

redes neuronales convolucionales 3D segmentación de cromosomas aprendizaje profundo imágenes hiperespectrales cromosomas superpuestos

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