Reviewnpj health systems2026
Enhancing the resilience of remote patient monitoring and hospital-at-home systems: a digital-twin-based framework.
Review in npj health systems, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
0 citing papers in PubMed.
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Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Remote patient monitoring (RPM) enables clinical oversight of patients outside the hospital via connected devices and supporting digital infrastructure. Hospital-at-home (HaH) is a high-acuity specialization within RPM. As RPM programs expand in scale and acuity, they face significant challenges to resilience that can compromise patient safety. We propose integrating simple patient Digital Twins (DTs), which are personalized models continuously updated with real-time data, to enhance the resilience of both HaH and RPM systems by supporting informed clinical management even when primary systems are unavailable, thereby improving patient safety during periods of network or other system unavailability.
Identifiers
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Registered trials
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