A structural causal model for robot-assisted upper-limb neurorehabilitation

Upper-limb robot-assisted neurorehabilitation in stroke yields modest improvements in impairments that do not generalize to functional outcomes, with substantial variability across patients. In response, there is increasing interest in precision neurorehabilitation through mechanistically driven, ta...

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Bibliografiska uppgifter

Huvudupphov:	Sivakumar Balasubramanian
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	Frontiers Media S.A. 2026-07-01
Serie:	Frontiers in Rehabilitation Sciences
Ämnen:	directed acyclic graph mechanistic modeling precision neurorehabilitation robot-assisted therapy stroke structural causal model
Länkar:	https://www.frontiersin.org/articles/10.3389/fresc.2026.1819379/full
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