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Basem M. William

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Open access Sep 2026

Early Detection of Transcriptomic State-Transition Dynamics in Cancer Through Nonlinear Dynamical Systems Analysis

Background: Understanding transcriptomic state-transition dynamics is important for elucidating cancer progression and therapeutic response, yet existing single-cell transcriptomic approaches primarily characterize gene-expression changes or pseudotemporal ordering rather than the dynamical organization of cellular-sta...

Hamid D. Ismail, A. Harb, Basem M. William et al. · 0 citations

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