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      Effects of tilt on cerebral hemodynamics measured by NeoDoppler in healthy neonates

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          Abstract

          Background

          Today, there are conflicting descriptions of how neonates respond to tilt. Examining physiologic responses of cerebral blood flow velocities (BFVs) in challenging situations like a tilt requires equipment that can cope with positional changes. We aimed to characterize how healthy term neonates respond to mild cerebral hemodynamic stress induced by a 90° tilt test using the recently developed NeoDoppler ultrasound system.

          Methods

          A small ultrasound probe was fixated to the neonatal fontanel by a cap, and measured cerebral BFV in healthy neonates during and after a 90° head-up tilt test, five min in total, at their first and second day of life. Unsupervised k-means cluster analysis was used to characterize common responses.

          Results

          Fifty-six ultrasound recordings from 36 healthy term neonates were analyzed. We identified five distinct, immediate responses that were related to specific outcomes in BFV, heart rate, and pulsatility index the next two min. Among 20 neonates with two recordings, 13 presented with different responses in the two tests.

          Conclusions

          Instant changes in cerebral BFV were detected during the head-up tilt tests, and the cluster analysis identified five different hemodynamic responses. Continuous recordings revealed that the differences between groups persisted two min after tilt.

          Impact

          • NeoDoppler is a pulsed-wave Doppler ultrasound system with a probe fixated to the neonatal fontanel by a cap that can measure continuous cerebral blood flow velocity.

          • Healthy neonates present with a range of normal immediate cerebral hemodynamic responses to a 90° head-up tilt, categorized in five groups by cluster analysis.

          • This paper adds new knowledge about connection between immediate responses and prolonged responses to tilt.

          • We demonstrate that the NeoDoppler ultrasound system can detect minute changes in cerebral blood flow velocity during a 90° head-up tilt.

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          Most cited references45

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          Fitting Linear Mixed-Effects Models Usinglme4

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            Epidemiology of neonatal encephalopathy and hypoxic-ischaemic encephalopathy.

            Neonatal encephalopathy (NE) is the clinical manifestation of disordered neonatal brain function. Lack of universal agreed definitions of NE and the sub-group with hypoxic-ischaemia (HIE) makes the estimation of incidence and the identification of risk factors problematic. NE incidence is estimated as 3.0 per 1000 live births (95%CI 2.7 to 3.3) and for HIE is 1.5 (95%CI 1.3 to 1.7). The risk factors for NE vary between developed and developing countries with growth restriction the strongest in the former and twin pregnancy in the latter. Potentially modifiable risk factors include maternal thyroid disease, receipt of antenatal care, infection and aspects of the management of labour and delivery, although indications for some interventions were not reported and may represent a response to fetal compromise rather than the cause. It is estimated that 30% of cases of NE in developed populations and 60% in developing populations have some evidence of intrapartum hypoxic-ischaemia. Copyright 2010 Elsevier Ltd. All rights reserved.
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              K-means clustering: a half-century synthesis.

              This paper synthesizes the results, methodology, and research conducted concerning the K-means clustering method over the last fifty years. The K-means method is first introduced, various formulations of the minimum variance loss function and alternative loss functions within the same class are outlined, and different methods of choosing the number of clusters and initialization, variable preprocessing, and data reduction schemes are discussed. Theoretic statistical results are provided and various extensions of K-means using different metrics or modifications of the original algorithm are given, leading to a unifying treatment of K-means and some of its extensions. Finally, several future studies are outlined that could enhance the understanding of numerous subtleties affecting the performance of the K-means method.
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                Author and article information

                Contributors
                anders.h.jarmund@ntnu.no
                Journal
                Pediatr Res
                Pediatr Res
                Pediatric Research
                Nature Publishing Group US (New York )
                0031-3998
                1530-0447
                27 January 2021
                27 January 2021
                2021
                : 90
                : 4
                : 888-895
                Affiliations
                [1 ]GRID grid.5947.f, ISNI 0000 0001 1516 2393, Department of Circulation and Medical Imaging (ISB), , Norwegian University of Science and Technology, ; Trondheim, Norway
                [2 ]GRID grid.52522.32, ISNI 0000 0004 0627 3560, Children’s Clinic, St. Olavs Hospital, , Trondheim University Hospital, ; Trondheim, Norway
                Article
                1354
                10.1038/s41390-020-01354-w
                8566239
                33504967
                ff073d31-6b46-427d-bea1-8d1ceed5c5cb
                © The Author(s) 2021

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 29 June 2020
                : 20 December 2020
                : 28 December 2020
                Categories
                Clinical Research Article
                Custom metadata
                © International Pediatric Research Foundation, Inc 2021

                Pediatrics
                Pediatrics

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