Author

Zhi-Hao Qiao

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Preprint Sep 2026

Multi-Absorbing Phase-Type Distributions for Right-Censored Competing Risks Data

Phase-type (PH) distributions are versatile semi-parametric models for lifetime duration and can be used in survival and reliability analysis. In this paper we put forward methods and software for using PH distributions in a competing-risks model. The resulting multi-absorbing phase-type (MAPH) distribution records bot...

Zhi-Hao Qiao, B. Surya, A. Asanjarani et al. · 0 citations

#protein folding Open access Sep 2026

Multidimensional neuropsychological heterogeneity in obstructive sleep apnea: deep clinical phenotyping in a single-center cohort, population proteomic context, and depressive-burden risk stratification

The findings support a multidimensional framework integrating differentiated clinical associations, a non-random general-population proteomic context, human functional transcriptomic context, and encouraging cross-setting depressive-burden risk ranking, while absolute probabilities remained less stable; OSA-specific mo...

Xiao-Yu Wang, Yi-Run Jiang, Lei-Lei Yu et al. · Frontiers in Immunology · 0 citations