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Prediction of intraoperative hypotension using deep learning models based on non-invasive monitoring devices.
J Clin Monit Comput
December 2024
Department of Anesthesiology and Pain Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea.
Purpose: Intraoperative hypotension is associated with adverse outcomes. Predicting and proactively managing hypotension can reduce its incidence. Previously, hypotension prediction algorithms using artificial intelligence were developed for invasive arterial blood pressure monitors.
View Article and Find Full Text PDFA Novel Approach for the Detection and Severity Grading of Chronic Obstructive Pulmonary Disease Based on Transformed Volumetric Capnography.
Bioengineering (Basel)
May 2024
Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China.
Chronic Obstructive Pulmonary Disease (COPD), as the third leading cause of death worldwide, is a major global health issue. The early detection and grading of COPD are pivotal for effective treatment. Traditional spirometry tests, requiring considerable physical effort and strict adherence to quality standards, pose challenges in COPD diagnosis.
View Article and Find Full Text PDFComparing the EMMA capnograph with sidestream capnography and arterial carbon dioxide pressure at 284 kPa.
Diving Hyperb Med
December 2023
Department of Anaesthesiology, University of Auckland, Auckland, New Zealand.
Introduction: Capnography aids assessment of the adequacy of mechanical patient ventilation. Physical and physiological changes in hyperbaric environments create ventilation challenges which make end-tidal carbon dioxide (ETCO) measurement particularly important. However, obtaining accurate capnography in hyperbaric environments is widely considered difficult.
View Article and Find Full Text PDFRegional Ventilation-Perfusion Matching by Electrical Impedance Tomography After Single Lung Transplant.
ASAIO J
March 2024
From the Department of Anesthesia Critical Care and Emergency, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Single lung transplantation (LUTX) can be the last therapeutic option for a growing cohort of patients suffering from end-stage respiratory failure. Postoperative ventilatory management of single LUTX recipients is challenged by the coexistence of the diseased native lung and a healthy-but fragile-graft. In this case report, in a single LUTX recipient with idiopathic pulmonary fibrosis, regional ventilation ( ), perfusion ( ), and / matching and subsequent measurement of shunt fraction ( Qs / Qt ) and alveolar dead space ( Vd / Vt ) were obtained by integrating electrical impedance tomography (EIT) with volumetric capnography and pulmonary thermodilution technique.
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