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End-Expiratory Lung Impedance Measured With Electrical Impedance Tomography at Different Days Are Not Comparable. Crit Care Med 2023; 51:e70-e72. [PMID: 36661473 DOI: 10.1097/ccm.0000000000005698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Hamilton SJ, Muller PA, Isaacson D, Kolehmainen V, Newell J, Rajabi Shishvan O, Saulnier G, Toivanen J. Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data. Physiol Meas 2022; 43:10.1088/1361-6579/aca26b. [PMID: 36374007 PMCID: PMC10028616 DOI: 10.1088/1361-6579/aca26b] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 11/14/2022] [Indexed: 11/16/2022]
Abstract
Objective.To present the first 3D CGO-based absolute EIT reconstructions from experimental tank data.Approach.CGO-based methods for absolute EIT imaging are compared to traditional TV regularized non-linear least squares reconstruction methods. Additional robustness testing is performed by considering incorrect modeling of domain shape.Main Results.The CGO-based methods are fast, and show strong robustness to incorrect domain modeling comparable to classic difference EIT imaging and fewer boundary artefacts than the TV regularized non-linear least squares reference reconstructions.Significance.This work is the first to demonstrate fully 3D CGO-based absolute EIT reconstruction on experimental data and also compares to TV-regularized absolute reconstruction. The speed (1-5 s) and quality of the reconstructions is encouraging for future work in absolute EIT.
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Affiliation(s)
- S J Hamilton
- Department of Mathematical and Statistical Sciences; Marquette University, Milwaukee, WI 53233 United States of America
| | - P A Muller
- Department of Mathematics & Statistics; Villanova University, Villanova, PA 19085 United States of America
| | - D Isaacson
- Department of Mathematics, Rensselaer Polytechnic Institute, Troy, NY 12180, United States of America
| | - V Kolehmainen
- Department of Applied Physics, University of Eastern Finland, FI-70210 Kuopio, Finland
| | - J Newell
- Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, United States of America
| | - O Rajabi Shishvan
- Department of Electrical and Computer Engineering, University at Albany-SUNY, Albany, NY 12222, United States of America
| | - G Saulnier
- Department of Electrical and Computer Engineering, University at Albany-SUNY, Albany, NY 12222, United States of America
| | - J Toivanen
- Department of Applied Physics, University of Eastern Finland, FI-70210 Kuopio, Finland
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Pérez-Terán P, Marin-Corral J, Dot I, Sans S, Muñoz-Bermúdez R, Bosch R, Vila C, Masclans JR. Aeration changes induced by high flow nasal cannula are more homogeneous than those generated by non-invasive ventilation in healthy subjects. J Crit Care 2019; 53:186-192. [PMID: 31254850 DOI: 10.1016/j.jcrc.2019.06.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 04/29/2019] [Accepted: 06/12/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND Non-invasive mechanical ventilation (NIV) is a standard respiratory support technique used in intensive care units. High-Flow Nasal Cannula (HFNC) has emerged as an alternative, but further evidence is needed. The lung aeration and diaphragm changes achieved with these two strategies in healthy subjects have not been compared to date. METHODS Twenty healthy subjects were recruited. Ten were ventilated with NIV and ten underwent HFNC. Lung impedance and diaphragmatic ultrasound measurements were performed before and after 30 min of respiratory support. The Mar-index was defined as the ratio of the diaphragm excursion-time index to the respiratory rate. RESULTS Both groups showed significant decreases in respiratory rate (NIV: 14.4 (4.1) vs 10.4 (1.6), p = 0.009; HFNC: 13.6 (4.3) vs 7.9 (1.5) bpm, p = 0.002) and significant increases in the end-expiratory lung impedance (EELI) (NIV: 66,348(10,761) vs. 73,697 (6858), p = 0.005; HFNC: 66,252 (9793) vs 69,869 (9135), p = 0.012). NIV subjects showed a significant increase in non-dependent silent spaces (4.13 (2.25) vs 5.81 (1.49)%, p = 0.037) while the increase was more homogeneous with HFNC. The variation in EELI tended to be higher in NIV than in HFNC (8137.08 (6152.04) vs 3616.94 (3623.03), p = 0.077). The Mar-index was higher in HFNC group (13.15 vs 5.27 cm-sec2/bpm, p = 0.02). CONCLUSIONS NIV and HFNC increased EELI in healthy subjects, suggesting an increase in the functional residual capacity. The EELI increase may be higher in NIV, but HFNC produced a more homogeneous change in lung ventilation. HFNC group has a higher MAR-index that could reflect a different ventilatory system adaptation.
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Affiliation(s)
- Purificación Pérez-Terán
- Critical Care Department, Hospital del Mar. GREPAC - IMIM, Barcelona, Spain; UAB/UPF School of Medicine, Barcelona, Spain.
| | - Judith Marin-Corral
- Critical Care Department, Hospital del Mar. GREPAC - IMIM, Barcelona, Spain; UAB/UPF School of Medicine, Barcelona, Spain
| | - Irene Dot
- Critical Care Department, Hospital del Mar. GREPAC - IMIM, Barcelona, Spain
| | - Sergio Sans
- UAB/UPF School of Medicine, Barcelona, Spain
| | | | - Raquel Bosch
- Critical Care Department, Hospital del Mar. GREPAC - IMIM, Barcelona, Spain
| | - Clara Vila
- Critical Care Department, Hospital del Mar. GREPAC - IMIM, Barcelona, Spain
| | - Joan Ramon Masclans
- Critical Care Department, Hospital del Mar. GREPAC - IMIM, Barcelona, Spain; UAB/UPF School of Medicine, Barcelona, Spain; HISpaFlow (Grupo Español Multidiscipinar de Terapia de Soporte con Alto Flujo en Adultos), Spain
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de Castro Martins T, Sato AK, de Moura FS, de Camargo EDLB, Silva OL, Santos TBR, Zhao Z, Möeller K, Amato MBP, Mueller JL, Lima RG, de Sales Guerra Tsuzuki M. A Review of Electrical Impedance Tomography in Lung Applications: Theory and Algorithms for Absolute Images. ANNUAL REVIEWS IN CONTROL 2019; 48:442-471. [PMID: 31983885 PMCID: PMC6980523 DOI: 10.1016/j.arcontrol.2019.05.002] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Electrical Impedance Tomography (EIT) is under fast development, the present paper is a review of some procedures that are contributing to improve spatial resolution and material properties accuracy, admitivitty or impeditivity accuracy. A review of EIT medical applications is presented and they were classified into three broad categories: ARDS patients, obstructive lung diseases and perioperative patients. The use of absolute EIT image may enable the assessment of absolute lung volume, which may significantly improve the clinical acceptance of EIT. The Control Theory, the State Observers more specifically, have a developed theory that can be used for the design and operation of EIT devices. Electrode placement, current injection strategy and electrode electric potential measurements strategy should maximize the number of observable and controllable directions of the state vector space. A non-linear stochastic state observer, the Unscented Kalman Filter, is used directly for the reconstruction of absolute EIT images. Historically, difference images were explored first since they are more stable in the presence of modelling errors. Absolute images require more detailed models of contact impedance, stray capacitance and properly refined finite element mesh where the electric potential gradient is high. Parallelization of the forward program computation is necessary since the solution of the inverse problem often requires frequent solutions of the forward problem. Several reconstruction algorithms benefit by the Bayesian inverse problem approach and the concept of prior information. Anatomic and physiologic information are used to form the prior information. An already tested methodology is presented to build the prior probability density function using an ensemble of CT scans and in vivo impedance measurements. Eight absolute EIT image algorithms are presented.
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Affiliation(s)
| | - André Kubagawa Sato
- Computational Geometry Laboratory, Escola Politécnica da Universidade de São Paulo, Brazil
| | - Fernando Silva de Moura
- Universidade Federal do ABC, Center of Engineering, Modeling and Applied Social Sciences, Brazil
| | | | - Olavo Luppi Silva
- Universidade Federal do ABC, Center of Engineering, Modeling and Applied Social Sciences, Brazil
| | | | - Zhanqi Zhao
- Institute of Technical Medicine, Furtwangen University, Germany
- Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, China
| | - Knut Möeller
- Institute of Technical Medicine, Furtwangen University, Germany
| | - Marcelo Brito Passos Amato
- Respiratory Intensive Care Unit, Pulmonary Division, Hospital das Clínicas, Universidade de São Paulo, Brazil
| | - Jennifer L Mueller
- Department of Mathematics, and School of Biomedical Engineering, Colorado State University, United States of America
| | - Raul Gonzalez Lima
- Department of Mechanical Engineering, Escola Politécnica da Universidade de São Paulo, Brazil
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Clinical Scenarios of the Application of Electrical Impedance Tomography in Paediatric Intensive Care. Sci Rep 2019; 9:5362. [PMID: 30926828 PMCID: PMC6441075 DOI: 10.1038/s41598-019-41774-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 12/20/2018] [Indexed: 11/25/2022] Open
Abstract
EIT is a radiation-free functional modality that enables bedside imaging and monitoring of lung function and expansion. Clinical interest in this method has been driven by the need for bedside monitoring of the dynamics of the lungs and the effects of ventilatory manoeuvres, including changes in ventilator settings, suctioning, chest drains, positioning and physiotherapy. We aimed to describe the use of Electrical Impedance Tomography (EIT) as a clinical tool in a tertiary Paediatric Intensive Care unit. Children requiring intensive care with a variety of clinical conditions had an electrode belt with 16 electrodes wrapped around the chest, which sequentially applied a small alternating current from each electrode pair. The signal gives information on both real time, regional, global, and relative data. With the correct application, and understanding of the monitor, much clinical information can be gained, with potentially significant patient benefit. We present the clinical use of EIT in six conditions: Asthma, Ventilation weaning and expansion recoil, Sequential Lobar Collapse, Targeted Physiotherapy, Pleural Effusion assessment, and PEEP optimisation. Screenshots and analyses are offered displaying the pragmatic use of this technology. Electrical Impedance Tomography is a clinically useful tool on the Paediatric Intensive Care unit. It allows monitoring of a patient’s respiratory function in ways which are not possible through any other means. An understanding of respiratory physiology will allow use of this information to improve patient outcomes.
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Holanda MA, Sousa NPD, Melo LT, Marinho LS, Ribeiro-Filho HV, Troncon LEDA, Bastos VPD, Santos AAD, Siqueira RJBD. Helping students to understand physiological aspects of regional distribution of ventilation in humans: a experience from the electrical impedance tomography. ADVANCES IN PHYSIOLOGY EDUCATION 2018; 42:655-660. [PMID: 30387699 DOI: 10.1152/advan.00086.2018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Undergraduate biomedical students often have difficulties in understanding basic concepts of respiratory physiology, particularly respiratory mechanics. In this study, we report the use of electrical impedance tomography (EIT) to improve and consolidate the knowledge about physiological aspects of normal regional distribution of ventilation in humans. Initially, we assessed the previous knowledge of a group of medical students ( n = 39) about regional differences in lung ventilation. Thereafter, we recorded the regional distribution of ventilation through surface electrodes on a healthy volunteer adopting four different decubitus positions: supine, prone, and right and left lateral. The recordings clearly showed greater pulmonary ventilation in the dependent lung, mainly in the lateral decubitus. Considering the differences in pulmonary ventilation between right and left lateral decubitus, only 33% of students were able to notice it correctly beforehand. This percentage increased to 84 and 100%, respectively ( P < 0.01), after the results of the ventilation measurements obtained with EIT were examined and discussed. A self-assessment questionnaire showed that students considered the practical activity as an important tool to assist in the understanding of the basic concepts of respiratory mechanics. Experimental demonstration of the physiological variations of regional lung ventilation in volunteers by using EIT is feasible, effective, and stimulating for undergraduate medical students. Therefore, this practical activity may help faculty and students to overcome the challenges in the field of respiratory physiology learning.
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Affiliation(s)
- Marcelo Alcantara Holanda
- Department of Internal Medicine, School of Medicine, Federal University of Ceará , Fortaleza, Ceará , Brazil
| | - Nathalia Parente de Sousa
- Department of Internal Medicine, School of Medicine, Federal University of Ceará , Fortaleza, Ceará , Brazil
| | - Luana Torres Melo
- Department of Internal Medicine, School of Medicine, Federal University of Ceará , Fortaleza, Ceará , Brazil
| | - Liégina Silveira Marinho
- Department of Internal Medicine, School of Medicine, Federal University of Ceará , Fortaleza, Ceará , Brazil
| | - Helder Veras Ribeiro-Filho
- Department of Physiology and Pharmacology, School of Medicine, Federal University of Ceará , Fortaleza, Ceará , Brazil
| | - Luiz Ernesto de Almeida Troncon
- Department of Clinical Medicine, Ribeirão Preto Medical School, University of São Paulo , Ribeirão Preto, São Paulo , Brazil
| | | | - Armênio Aguiar Dos Santos
- Department of Physiology and Pharmacology, School of Medicine, Federal University of Ceará , Fortaleza, Ceará , Brazil
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Electrical impedance tomography: the holy grail of ventilation and perfusion monitoring? Intensive Care Med 2012; 38:1917-29. [DOI: 10.1007/s00134-012-2684-z] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2011] [Accepted: 08/08/2012] [Indexed: 01/08/2023]
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Abstract
PURPOSE OF REVIEW Electrical impedance tomography (EIT) is an attractive method of monitoring patients during mechanical ventilation because it can provide a noninvasive continuous image of pulmonary impedance, which indicates the distribution of ventilation. This article will discuss ongoing research on EIT, with a focus on methodological aspects and limitations and novel approaches in terms of pathophysiology, diagnosis and therapeutic advancements. RECENT FINDINGS EIT enables the detection of regional distribution of alveolar ventilation and, thus, the quantification of local inhomogeneities in lung mechanics. By detecting recruitment and derecruitment, a positive end-expiratory pressure level at which tidal ventilation is relatively homogeneous in all lung regions can be defined. Additionally, different approaches to characterize the temporal local behaviour of lung tissue during ventilation have been proposed, which adds important information. SUMMARY There is growing evidence that supports EIT usage as a bedside measure to individually optimize ventilator settings in critically ill patients in order to prevent ventilator-induced lung injury. A standardization of current approaches to analyse and interpret EIT data is required in order to facilitate the clinical implementation.
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Nikita KS, Fotiadis DI. Guest editorial special section on new and emerging technologies in bioinformatics and bioengineering. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE : A PUBLICATION OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY 2010; 14:546-551. [PMID: 20684050 DOI: 10.1109/titb.2010.2048660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
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