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Feasibility of an AI-assisted transcranial duplex sonography protocol for early detection of intracerebral haemorrhage: the HYPER-AI-SCAN single-centre prospective study

Por: Simonetti · R. · Canals · P. · Gonzalez Riveros · J. D. · Alanis-Bernal · M. · Pancorbo · O. · Rodriguez-Luna · D.
Introduction

Intracerebral haemorrhage (ICH) is associated with high early mortality and morbidity. Early clinical deterioration is common and influenced by haematoma expansion, which can occur within the first hours after symptom onset. Transcranial duplex sonography (TCD) is a rapid, non-invasive tool that may aid in early ICH detection but is highly operator-dependent. Artificial intelligence (AI)-based analysis of ultrasound images has shown promise in other fields but has not yet been validated in acute ICH.

Methods and analysis

This is a single-centre, prospective feasibility study involving 500 patients with acute ischaemic and haemorrhagic stroke (

Ethics and dissemination

Ethical approval has been obtained. Informed consent will be collected. Data will be coded and stored securely. Results will be disseminated through peer-reviewed journals and conferences.

Trial registration number

Not applicable at this stage (observational AI study).

Enhancing blood pressure management protocol implementation in patients with acute intracerebral haemorrhage through a nursing‐led approach: A retrospective cohort study

Abstract

Aim

To evaluate the impact of nurse care changes in implementing a blood pressure management protocol on achieving rapid, intensive and sustained blood pressure reduction in acute intracerebral haemorrhage patients.

Design

Retrospective cohort study of prospectively collected data over 6 years.

Methods

Intracerebral haemorrhage patients within 6 h and systolic blood pressure ≥ 150 mmHg followed a rapid (starting treatment at computed tomography suite with a target achievement goal of ≤60 min), intensive (target systolic blood pressure < 140 mmHg) and sustained (maintaining target stability for 24 h) blood pressure management plan. We differentiated six periods: P1, stroke nurse at computed tomography suite (baseline period); P2, antihypertensive titration by stroke nurse; P3, retraining by neurologists; P4, integration of a stroke advanced practice nurse; P5, after COVID-19 impact; and P6, retraining by stroke advanced practice nurse. Outcomes included first-hour target achievement (primary outcome), tomography-to-treatment and treatment-to-target times, first-hour maximum dose of antihypertensive treatment and 6-h and 24-h systolic blood pressure variability.

Results

Compared to P1, antihypertensive titration by stroke nurses (P2) reduced treatment-to-target time and increased the rate of first-hour target achievement, retraining of stroke nurses by neurologists (P3) maintained a higher rate of first-hour target achievement and the integration of a stroke advanced practice nurse (P4) reduced both 6-h and 24-h systolic blood pressure variability. However, 6-h systolic blood pressure variability increased from P4 to P5 following the impact of the COVID-19 pandemic. Finally, compared to P1, retraining of stroke nurses by stroke advanced practice nurse (P6) reduced tomography-to-treatment time and increased the first-hour maximum dose of antihypertensive treatment.

Conclusion

Changes in nursing care and continuous education can significantly enhance the time metrics and blood pressure outcomes in acute intracerebral haemorrhage patients.

Reporting Method

STROBE guidelines.

Patient and Public Contribution

No Patient or Public Contribution.

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