Clinical software for unsupervised automated net water uptake analysis predicts futile recanalization in acute ischemic stroke - Summary - MDSpire

Clinical software for unsupervised automated net water uptake analysis predicts futile recanalization in acute ischemic stroke

  • By

  • Abdallah Aburub

  • Oussama Dob

  • Mariana Gurschi

  • Yashar Aghazadeh

  • Jumana Jaber

  • Zaid Al-Tamimi

  • Zaid Samhan

  • Lars Timmermann

  • Christopher Nimsky

  • Peter Sporns

  • Gabriel Broocks

  • André Kemmling

  • July 8, 2026

  • 0 min

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Objective:

To determine whether automated net water uptake (NWU) measured on admission non-contrast computed tomography (CT) independently predicts futile recanalization (FR) in anterior-circulation large vessel occlusion (LVO) stroke treated with endovascular thrombectomy (EVT).

Approach:
  • Study Design: Retrospective single-center cohort study including patients with anterior circulation LVO treated with EVT from January 2023 to April 2025.
  • Data Collection: Automated platform (VEOcore/MRAY) provided Alberta Stroke Program Early CT Score (ASPECTS), perfusion metrics, and NWU.
  • Statistical Analysis: Logistic regression analyzed associations with FR; ROC analysis evaluated discrimination and identified optimal NWU thresholds.
Key Findings:
  • 62 out of 91 patients (68.1%) achieved recanalization with a 90-day modified Rankin Scale (mRS) score of 0–4.
  • 29 patients (31.9%) met criteria for FR (mRS score 5–6).
  • Patients with FR were older (81.6 ± 8.3 years) and had more severe strokes (median NIHSS score of 16).
  • NWU was significantly higher in FR cases (21.9%) compared to non-FR cases (3.0%).
  • NWU remained independently associated with FR (odds ratio 1.15).
Interpretation:

Limitations:
  • Single-center study may limit generalizability.
  • Retrospective design may introduce selection bias.
Conclusion:

Automated NWU measurement may warrant prospective multicenter validation.

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