Alia Tarek
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2026
TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment
This paper introduces TRACE, a model for interpretable 4-class glioblastoma response classification on longitudinal 3D MRI using a structured concept reasoning approach.
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cs.CVcs.LGEmpiricalRecentJun 29, 2026
TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment
Alia Tarek, Hamsa Saberr, Hamza Elghonemy, Youssef Afify +4 more
This paper introduces TRACE, a model for interpretable 4-class glioblastoma response classification on longitudinal 3D MRI using a structured concept reasoning approach.
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