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Related Experiment Video

Updated: Aug 8, 2025

A Detailed Protocol for Physiological Parameters Acquisition and Analysis in Neurosurgical Critical Patients
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New Hemodynamic Parameters in Peri-Operative and Critical Care-Challenges in Translation.

Laura Bogatu1,2, Simona Turco1, Massimo Mischi1

  • 1Biomedical Diagnostics Lab (BM/d), Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands.

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|February 28, 2023
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Summary

Continuous advancements in hemodynamic monitoring offer safer, more accurate bedside measurements. New strategies are being developed to provide a more complete hemodynamic picture for critical care decisions.

Keywords:
hemodynamic monitoringhemodynamic parameter measurementsminimally invasive monitoringpatient monitoring

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Area of Science:

  • Critical care medicine
  • Biomedical engineering
  • Cardiovascular physiology

Background:

  • Hemodynamic monitoring technologies are rapidly evolving, with increasing use of less invasive bedside methods like echocardiography and pulse contour analysis.
  • These advancements aim for safer, more accurate, and continuous physiological measurements, reducing reliance on highly invasive techniques.
  • Despite improvements, current hemodynamic monitoring provides limited information for comprehensive diagnosis and treatment in critical care.

Purpose of the Study:

  • To review and discuss emerging sensing strategies for obtaining a more complete hemodynamic status picture.
  • To identify key aspects, challenges, and clinical value of novel hemodynamic parameter measurement in critical care.
  • To explore four main research strategies: circulatory response to stimuli, microcirculation assessment, dynamic vascular mechanisms, and machine learning applications.

Main Methods:

  • Review of current and emerging hemodynamic monitoring technologies.
  • Analysis of four key research strategies: stimulus response, microcirculation, vascular dynamics, and machine learning.
  • Discussion of clinical value and challenges associated with novel hemodynamic parameter measurement.

Main Results:

  • Evolving technologies like electrical bioimpedance and pulse contour analysis are enhancing bedside hemodynamic monitoring.
  • New strategies focus on measuring circulatory response to stimuli, microcirculation, dynamic vascular mechanisms, and utilizing machine learning.
  • These approaches promise a more comprehensive understanding of patient hemodynamic status.

Conclusions:

  • Continuous innovation in hemodynamic monitoring is crucial for improving patient care in critical settings.
  • Exploring novel parameters through advanced sensing strategies and machine learning is key to overcoming current limitations.
  • Further research into these areas will enhance diagnostic and therapeutic capabilities in critical care medicine.