Independent component analysis of normal and abnormal rhythm in twin pregnancies.

Abstract:

:We investigated the utility of ICA for evaluation of fetal rhythm in five uncomplicated twin pregnancies and in five twin pregnancies complicated by fetal arrhythmia. Using objective and subjective criteria, we sought to determine how the signal-to-noise ratio, signal fidelity and interference rejection are affected when synthesizing the fetal signal using all the signal-containing ICA components (rank-p ICA) versus using the single dominant component (rank-1 ICA). The signal of each fetus was most commonly distributed over 1 or 2 ICA components, as previously observed in studies of singleton pregnancies; however, in 8 of 26 (31%) cases the signal of each fetus was distributed over 3, 4 or even 5 ICA components. Rank-1 ICA provided the highest SNR and interference rejection, but at the cost of reduced signal fidelity. Our results corroborate that in twin pregnancies, including twin pregnancies complicated by fetal arrhythmia, rank-1 ICA is very effective in isolating the QRS complexes of each fetus; however, it has some limitations when used for fetal rhythm evaluation due to signal distortion. Occasionally, rank-1 ICA completely separates the P-wave and the T-wave from the QRS complex, thus requiring the mixing of several ICA components to achieve acceptable signal fidelity.

journal_name

Physiol Meas

authors

Mensah-Brown NA,Lutter WJ,Comani S,Strasburger JF,Wakai RT

doi

10.1088/0967-3334/32/1/004

subject

Has Abstract

pub_date

2011-01-01 00:00:00

pages

51-64

issue

1

eissn

0967-3334

issn

1361-6579

pii

S0967-3334(11)60778-2

journal_volume

32

pub_type

杂志文章
  • Direct EIT Jacobian calculations for conductivity change and electrode movement.

    abstract::Electrical impedance tomography (EIT) is very sensitive to deformations of the medium boundary shape. For lung imaging, breathing and changes in posture move the electrodes and change the chest shape, resulting in image artefacts. Several approaches have been proposed to improve the reconstructed images; most methods ...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/29/6/S08

    authors: Gómez-Laberge C,Adler A

    更新日期:2008-06-01 00:00:00

  • Comparison of blood volume pulse and skin conductance responses to mental and affective stimuli at different anatomical sites.

    abstract::Measurements of blood volume pulse (BVP) and skin conductance are commonly used as indications of psychological arousal in affective computing and human-machine interfaces. To date, palmar surfaces remain the primary site for these measurements. Placement of sensors on palmar surfaces, however, is undesirable when rec...

    journal_title:Physiological measurement

    pub_type: 临床试验,杂志文章

    doi:10.1088/0967-3334/32/10/002

    authors: Kushki A,Fairley J,Merja S,King G,Chau T

    更新日期:2011-10-01 00:00:00

  • Ischemic small intestine-in vivo versus ex vivo bioimpedance measurements.

    abstract:OBJECTIVE:Bioimpedance has been used to investigate changes in electrical parameters during ischemia in various tissues. The small intestine is a multi-layered structure, with several distinct tissue types, and ischemia related changes occur at different times in the different intestinal layers. When investigating how ...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aa67b7

    authors: Strand-Amundsen RJ,Reims HM,Tronstad C,Kalvøy H,Martinsen ØG,Høgetveit JO,Ruud TE,Tønnessen TI

    更新日期:2017-05-01 00:00:00

  • A finite element model of needle electrode spatial sensitivity.

    abstract::We used the finite element (FE) method to estimate the spatial sensitivity of a needle electrode for bioimpedance measurements. This current conducting needle with an insulated shaft was inserted in a saline solution and the current was measured at the neutral electrode. Model resistance and reactance were calculated ...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/31/10/006

    authors: Høyum P,Kalvøy H,Martinsen ØG,Grimnes S

    更新日期:2010-10-01 00:00:00

  • Comparison of self-reported measure of sitting time (IPAQ) with objective measurement (activPAL).

    abstract::This study compared sitting time measured by a questionnaire (International Physical Activity Questionnaire; IPAQ) with concurrently measured objective sitting time from an accelerometer-based measure of thigh inclination (activPAL).Adults (n = 69), wore an activPAL for a week, and then completed the long-form 7 d rec...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/35/11/2319

    authors: Chastin SF,Culhane B,Dall PM

    更新日期:2014-11-01 00:00:00

  • Aging in autonomic control by multifractal studies of cardiac interbeat intervals in the VLF band.

    abstract::The heart rate responds dynamically to various intrinsic and environmental stimuli. The autonomic nervous system is said to play a major role in this response. Multifractal analysis offers a novel method to assess the response of cardiac interbeat intervals. Twenty-four hour ECG recordings of RR interbeat intervals (o...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/32/10/014

    authors: Makowiec D,Rynkiewicz A,Wdowczyk-Szulc J,Zarczyńska-Buchowiecka M,Gałaska R,Kryszewski S

    更新日期:2011-10-01 00:00:00

  • Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning.

    abstract::Non-contact vital sign monitoring enables the estimation of vital signs, such as heart rate, respiratory rate and oxygen saturation (SpO2), by measuring subtle color changes on the skin surface using a video camera. For patients in a hospital ward, the main challenges in the development of continuous and robust non-co...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/ab525c

    authors: Chaichulee S,Villarroel M,Jorge J,Arteta C,McCormick K,Zisserman A,Tarassenko L

    更新日期:2019-12-02 00:00:00

  • Dynamic data monitoring improves predictive analytics for failed extubation in the ICU.

    abstract:OBJECTIVE:Predictive analytics monitoring that informs clinicians of the risk for failed extubation would help minimize both the duration of mechanical ventilation and the risk of emergency re-intubation in ICU patients. We hypothesized that dynamic monitoring of cardiorespiratory data, vital signs, and lab test result...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aace95

    authors: Keim-Malpass J,Enfield KB,Calland JF,Lake DE,Clark MT

    更新日期:2018-07-16 00:00:00

  • The influence of dilution on the offline measurement of exhaled nitric oxide.

    abstract:OBJECTIVE:Measurement of fractional exhaled nitric oxide (FeNO) is used to determine the presence and severity of eosinophilic airway inflammation in asthma and other wheezing illnesses. The gold standard of online measurement during a single prolonged exhalation is not suitable for use in young children. The internati...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aaa455

    authors: MacBean V,Pooranampillai D,Howard C,Lunt A,Greenough A

    更新日期:2018-02-26 00:00:00

  • Cardiac eigen imaging: a novel method to isolate cardiac activity in thoracic electrical impedance tomography.

    abstract:OBJECTIVE:As the global burden of cardiovascular disease increases, proactive cardiovascular healthcare by means of accurate, precise, continuous, and non-invasive monitoring is becoming crucial. However, no current device is able to provide cardiac hemodynamic monitoring with the aforementioned criterion. Electrical i...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/abb141

    authors: Arshad SH,Murphy EK,Callahan JM,DeVries JT,Odame KM,Halter RJ

    更新日期:2020-10-06 00:00:00

  • A planar elliptical model of cardio-vagal hysteresis.

    abstract::The state-dependent portion of cardio-vagal baroreflex control is called baroreflex hyteresis: we observe hysteresis when RR interval and carotid diameter depend on both the direction and value of arterial pressure. The elasticity of arterial walls, as well as the responsiveness of central command reset controls the r...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/31/6/009

    authors: Ler AS,Cohen MA,Taylor JA

    更新日期:2010-06-01 00:00:00

  • Improved ultrasound transducer positioning by fetal heart location estimation during Doppler based heart rate measurements.

    abstract:OBJECTIVE:Doppler ultrasound (US) is the most commonly applied method to measure the fetal heart rate (fHR). When the fetal heart is not properly located within the ultrasonic beam, fHR measurements often fail. As a consequence, clinical staff need to reposition the US transducer on the maternal abdomen, which can be a...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aa8a1a

    authors: Hamelmann P,Vullings R,Schmitt L,Kolen AF,Mischi M,van Laar JOEH,Bergmans JWM

    更新日期:2017-09-21 00:00:00

  • Quantitative description of the 3D regional mechanics of the left atrium using cardiac magnetic resonance imaging.

    abstract::The left atrium (LA) plays an important role in the maintenance of hemodynamic and electrical stability of the heart. One of the conditions altering the atrial mechanical function is atrial fibrillation (AF), leading to an increased thromboembolic risk due to impaired mechanical function. Preserving the regions of the...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/35/5/763

    authors: Kuklik P,Molaee P,Podziemski P,Ganesan AN,Brooks AG,Worthley SG,Sanders P

    更新日期:2014-05-01 00:00:00

  • Characterization of cardiorespiratory phase synchronization and directionality in late premature and full term infants.

    abstract:OBJECTIVE:Though the mutual influence of cardiovascular and respiratory rhythms in healthy newborns has been documented, its full characterization is still pending. In general, the activity of many physiological subsystems has a well-expressed rhythmic character, and often an interdependency between physiological rhyth...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aac553

    authors: Lucchini M,Pini N,Fifer WP,Burtchen N,Signorini MG

    更新日期:2018-06-19 00:00:00

  • Trabecular thickness measurement in cancellous bones: postmortem rat studies with the zoom-in micro-tomography technique.

    abstract::Using the cross-sectional images taken with the zoom-in micro-tomography technique, we measured trabecular thicknesses of femur bones in postmortem rats. Since the zoom-in micro-tomography technique is capable of high resolution imaging of a small local region inside a large subject, we were able to measure the trabec...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/26/5/008

    authors: Cho MH,Chun IK,Lee SC,Cho MH,Lee SY

    更新日期:2005-10-01 00:00:00

  • The variability of the photoplethysmographic signal--a potential method for the evaluation of the autonomic nervous system.

    abstract::The heart rate variability is composed of low- and high-frequency fluctuations, which are mediated by the sympathetic and the parasympathetic nervous systems. The baseline and the amplitude of the photoplethysmographic (PPG) signal also show fluctuations in the same frequencies. In the current study, PPG examinations ...

    journal_title:Physiological measurement

    pub_type: 临床试验,杂志文章

    doi:10.1088/0967-3334/19/1/008

    authors: Nitzan M,Babchenko A,Khanokh B,Landau D

    更新日期:1998-02-01 00:00:00

  • Early prediction of unexplained syncope by support vector machines.

    abstract::The goal of the present study was to develop and evaluate a new method for the prediction of unexplained syncope occurrences. Diagnosis of syncope is currently based on the reproduction of symptoms in combination with hypotension and bradycardia induced by a 45 min 60-70 degrees head-upright tilt test (HUTT). The main...

    journal_title:Physiological measurement

    pub_type: 临床试验,杂志文章

    doi:10.1088/0967-3334/28/2/007

    authors: Schang D,Feuilloy M,Plantier G,Fortrat JO,Nicolas P

    更新日期:2007-02-01 00:00:00

  • Assessing the validity and reliability and determining cut-points of the Actiwatch 2 in measuring physical activity.

    abstract:OBJECTIVE:The Actiwatch 2 (AW2) is a wrist-worn accelerometer typically used to measure sleep. Although it can measure physical activity, there is limited evidence supporting its validity. We assessed the validity and reliability of the AW2 to measure sedentary behavior and physical activity (light, moderate, vigorous ...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aba80f

    authors: Kemp C,Pienaar PR,Henst RHP,Roden LC,Kolbe-Alexander TL,Rae DE

    更新日期:2020-09-04 00:00:00

  • The linearity and reliability of the mechanomyographic amplitude versus submaximal isometric force relationship.

    abstract::The purpose of this study was to investigate the linearity and reliability of the mechanomyographic (MMG) amplitude versus submaximal isometric force relationship for the vastus lateralis. Twenty healthy subjects (mean +/- SD age = 24.0 +/- 4.3 years) volunteered to perform submaximal isometric muscle actions of the d...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/30/10/002

    authors: Beck TW,DeFreitas JM,Stock MS

    更新日期:2009-10-01 00:00:00

  • The non-invasive and continuous estimation of cardiac output using a photoplethysmogram and electrocardiogram during incremental exercise.

    abstract::Cardiac output (CO) monitoring is not only essential for critically ill patients in the hospital, but also for patients at home and those undergoing cardiopulmonary exercise testing. However, CO is difficult to monitor during daily activities and exercise. In this paper, we aim at developing a novel CO estimation meth...

    journal_title:Physiological measurement

    pub_type: 临床试验,杂志文章

    doi:10.1088/0967-3334/31/5/008

    authors: Wang L,Poon CC,Zhang YT

    更新日期:2010-05-01 00:00:00

  • Estimating carotid pulse and breathing rate from near-infrared video of the neck.

    abstract:OBJECTIVE:Non-contact physiological measurement is a growing research area that allows capturing vital signs such as heart rate (HR) and breathing rate (BR) comfortably and unobtrusively with remote devices. However, most of the approaches work only in bright environments in which subtle photoplethysmographic and balli...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aae625

    authors: Chen W,Hernandez J,Picard RW

    更新日期:2018-10-30 00:00:00

  • Specific heat capacity of freshly excised prostate specimens.

    abstract::The specific heat capacity of tissue is a critical parameter for thermal therapies that act over a long period of time. It is also critical for thermoacoustic signal generation. We present ex vivo measurements of specific heat capacity performed by a dual-pin probe with tight temperature control of the specimen. One 3...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/32/11/N02

    authors: Patch SK,Rao N,Kelly H,Jacobsohn K,See WA

    更新日期:2011-11-01 00:00:00

  • Imaging pathologic pulmonary air and fluid accumulation by functional and absolute EIT.

    abstract::The increasing use of EIT in clinical research on severely ill lung patients requires a clarification of the influence of pathologic impedance distributions on the validity of the resulting tomograms. Significant accumulation of low-conducting air (e.g. pneumothorax or emphysema) or well-conducting liquid (e.g. haemat...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/27/5/S16

    authors: Hahn G,Just A,Dudykevych T,Frerichs I,Hinz J,Quintel M,Hellige G

    更新日期:2006-05-01 00:00:00

  • Pulmonary perfusion measured by means of electrical impedance tomography.

    abstract::Electrical impedance tomography (EIT) is a recent imaging technique based on electrical impedance, offering the possibility of measuring pulmonary perfusion. In the present study the influence of several pulmonary haemodynamical parameters on the EIT signal were investigated. First, the influence on the systolic wave ...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/19/2/013

    authors: Vonk Noordegraaf A,Kunst PW,Janse A,Marcus JT,Postmus PE,Faes TJ,de Vries PM

    更新日期:1998-05-01 00:00:00

  • In vivo neutron activation analysis of bone manganese in workers.

    abstract:OBJECTIVE:Manganese (Mn) is a neurotoxin. However, the impact of elevated, chronic Mn exposure is not well understood, partially due to the lack of a cumulative exposure biomarker. To address this gap, our group developed a compact in vivo neutron activation analysis (IVNAA) system to quantify Mn concentration in bone ...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/1361-6579/aaa749

    authors: Liu Y,Rolle-McFarland D,Mostafaei F,Zhou Y,Li Y,Zheng W,Wells E,Nie LH

    更新日期:2018-03-23 00:00:00

  • The independent components of auditory P300 and CNV evoked potentials derived from single-trial recordings.

    abstract::The back-projected independent components (BICs) of single-trial, auditory P300 and contingent negative variation (CNV) evoked potentials (EPs) were derived using independent component analysis (ICA) and cluster analysis. The method was tested in simulation including a study of the electric dipole equivalents of the s...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/28/8/001

    authors: Jervis B,Belal S,Camilleri K,Cassar T,Bigan C,Linden DE,Michalopoulos K,Zervakis M,Besleaga M,Fabri S,Muscat J

    更新日期:2007-08-01 00:00:00

  • Measuring the rate of change of haemodynamic response at the onset of exercise in normal limbs and those with intermittent claudication.

    abstract::Patients with claudication have an inadequate haemodynamic response to exercise. Blood flow response will not only have a magnitude, but also a rate of change. There is scope for investigating these parameters, as manipulation of the factors which control them may benefit work to improve the treatment for claudication...

    journal_title:Physiological measurement

    pub_type: 临床试验,杂志文章

    doi:10.1088/0967-3334/26/6/002

    authors: Meeson S,Srodon PD

    更新日期:2005-12-01 00:00:00

  • Empirical estimators of gamma fits to tracer-dilution curves and their technical basis and practical scope.

    abstract::A gamma fit facilitates smoothing and extrapolation of distorted tracer-dilution curves in blood flow studies. Theoretically based empirical estimators were developed as simple alternatives to direct regression approaches from simulated gamma distributions with a wide range of shape asymmetry. Key curve features of pe...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/22/4/401

    authors: Lopatatzidis A,Millard RK

    更新日期:2001-11-01 00:00:00

  • A comb filter based signal processing method to effectively reduce motion artifacts from photoplethysmographic signals.

    abstract::A photoplethysmographic (PPG) signal can provide very useful information about a subject's cardiovascular status. Motion artifacts (MAs), which usually deteriorate the waveform of a PPG signal, severely obstruct its applications in the clinical diagnosis and healthcare area. To reduce the MAs from a PPG signal, in the...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/36/10/2159

    authors: Peng F,Liu H,Wang W

    更新日期:2015-10-01 00:00:00

  • Reproducibility of regional lung ventilation distribution determined by electrical impedance tomography during mechanical ventilation.

    abstract::Electrical impedance tomography (EIT) has the potential to become a new tool for bedside monitoring of regional lung ventilation. The aim of our study was to assess the reproducibility of regional lung ventilation distribution determined by EIT during mechanical ventilation under identical ventilator settings. The exp...

    journal_title:Physiological measurement

    pub_type: 杂志文章

    doi:10.1088/0967-3334/28/7/S19

    authors: Frerichs I,Schmitz G,Pulletz S,Schädler D,Zick G,Scholz J,Weiler N

    更新日期:2007-07-01 00:00:00