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Open access Sep 2026

Association between cerebral autoregulation and optimal cerebral perfusion pressure after hypertensive intracerebral hemorrhage under neuromultimodal monitoring.

OBJECTIVE Standardized blood pressure thresholds cannot address individualized cerebral perfusion needs in hypertensive intracerebral hemorrhage (HICH). The role of optimal cerebral perfusion pressure (CPPopt) and its association with multimodal cerebral indices in HICH remain poorly defined. This study investigated wh...

Jing Xia, Yi Shi, Wei Xu et al. · 0 citations
Preprint Aug 2026

General Probabilities of Causation with Causal Knowledge

Probabilities of causation (PoCs) characterize individual causal responses that cannot be directly observed and therefore generally require partial identification. Tian and Pearl first derived theoretically sharp bounds for binary PoCs, including the probability of necessity (PN), the probability of sufficiency (PS), a...

Xin Shu, Zhengxiong Lei, Ang Li · 0 citations

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