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January 10, 2026Journal of Anesthesia Analgesia and Critical Care3 citationsOpen Access

Artificial intelligence-based predictive hemodynamic monitoring in conjunction with goal-directed therapy reduces duration, frequency, and severity of intraoperative hypotension in major maxillofacial and otolaryngological surgery—a prospective randomized controlled pilot trial

AAAmir AkbariCKChristian A. KochGSGötz Schmidt

Key Result

HPI-guided therapy reduced intraoperative hypotension episodes to a median of 3.0 compared to 7.0 in controls, significantly shortening duration from 46.0 min to 7.0 min.

Key Points

  • Assess the effectiveness of AI-based hemodynamic monitoring and goal-directed therapy on intraoperative hypotension in major surgeries.
  • Randomized controlled pilot trial at a university hospital
  • 75 patients allocated to control, HPI-guided GDT, or classical GDT
  • IOH defined as mean arterial pressure < 65 mmHg for > 1 min
  • Primary endpoints: number and total duration of IOH episodes
  • HPI group had significantly fewer IOH episodes (median 3.0 vs. 7.0; p = 0.02)
  • HPI group showed shorter IOH duration (7.0 min vs. 46.0 min; p < 0.01)
  • No significant difference between classical GDT and control groups
  • Secondary outcomes were comparable across groups

Structured PICO

Does HPI-guided goal-directed therapy reduce the frequency and duration of intraoperative hypotension compared to standard care or classical GDT in patients undergoing major maxillofacial and otolaryngologic surgery?

P
Population
75 patients undergoing major maxillofacial and otolaryngologic surgery
I
Intervention
Artificial intelligence-based predictive hemodynamic monitoring using the Hypotension Prediction Index (HPI) combined with goal-directed therapy (GDT)
C
Comparator
Standard care (control group with advanced hemodynamic monitoring blinded to the anesthesiologist) and classical GDT without HPI
O
Outcome
Number and total duration of intraoperative hypotension (IOH) episodes (defined as mean arterial pressure < 65 mmHg for > 1 min)surrogate

AI-based predictive hemodynamic monitoring (HPI) combined with goal-directed therapy significantly reduces the frequency and duration of intraoperative hypotension during major head and neck surgery.

Limitations

  • Pilot trial (small sample size)
  • Not powered to evaluate effects on clinical outcomes

Abstract

Abstract Background Intraoperative hypotension (IOH) during non-cardiac surgery is associated with increased risk of postoperative complications, including acute kidney injury, myocardial injury, stroke, and mortality. Artificial intelligence-based predictive hemodynamic monitoring using the Hypotension Prediction Index (HPI), combined with goal-directed therapy (GDT), has been proposed to reduce IOH. However, its effectiveness in major maxillofacial and otolaryngologic surgery remains unclear. The purpose of the study was to assess whether HPI-guided management or classical GDT reduces IOH compared to standard care in patients undergoing major maxillofacial and otolaryngologic surgery. Methods In this randomized controlled pilot trial at a university hospital, 75 patients were allocated to one of three groups: control ( n = 25), HPI-guided GDT ( n = 25), or classical GDT without HPI ( n = 25). In the control group, the advanced hemodynamic monitoring was blinded to the anesthesiologist. IOH was defined as mean arterial pressure (MAP) 1 min. Primary endpoints were the number and total duration of IOH episodes. Secondary endpoints included the time-weighted average MAP < 65 mmHg (TWA65) and postoperative complications. Results Seventy-four patients were analyzed. The HPI group showed significantly fewer IOH episodes (median 3.0 vs. 7.0; p = 0.02) and shorter IOH duration (7.0 min vs. 46.0 min; p < 0.01) compared to control. No significant difference was observed between the classical GDT and control groups. Secondary outcomes were comparable across all groups. Conclusions HPI-guided hemodynamic management significantly reduces the frequency and duration of IOH in major head and neck surgery. Larger studies are needed to evaluate effects on clinical outcomes. Trial registration The trial was registered on clinicaltrials.gov (NCT04151264) on 14th October 2019.

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Cite This Study

Akbari et al. (2025) studied this question. HPI-guided therapy reduced intraoperative hypotension episodes to a median of 3.0 compared to 7.0 in controls, significantly shortening duration from 46.0 min to 7.0 min.

synapsesocial.com/papers/6963223491e05aa366cb8cc5https://doi.org/10.1186/s44158-025-00331-1
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