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Review Open access Oct 2026

Programmed cell death in inflammation: interactions and holistic perspective

Programmed cell death (PCD) is a major regulatory mechanism that maintains tissue homeostasis and immune balance and strongly influences the initiation, progression and resolution of inflammation. Although apoptosis, pyroptosis, necroptosis and ferroptosis are individual PCD modes that are regulated by different molecu...

Wangzheqi Zhang, Cheng-Long Zhu, Chun-Zhen Li et al. · 0 citations
#machine learning Open access Jul 2026

CNA : An AI-oriented comprehensive normalized assessment for healthy status and application to optimize RRT strategies by reinforcement learning

An AI-Oriented Comprehensive Normalized Assessment for healthy status is proposed and applied to optimize RRT strategies by using offline reinforcement learning (RL), demonstrating both methodological innovation and the potential of CNA-guided RL to improve RRT outcomes in nephrology.

Jiang Liu, Chan Zhou, Yujie Li et al. · 0 citations

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