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Updated: Jan 8, 2026

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

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

Published on: September 4, 2017

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

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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