Physiological Measurement

Article	Citations
Interbeat interval-based sleep staging: work in progress toward real-time implementation	83
Pilot study of contactless sleep apnea detection based on snore signals with hardware implementation	55
A wireless physiological parameter monitoring system with a treatment feedback function during neonatal phototherapy	52
Video based non-contact monitoring of respiratory rate and chest indrawing in children with pneumonia	51
Bio-potential noise of dry printed electrodes: physiology versus the skin-electrode impedance	47
Lung area estimation using functional tidal electrical impedance variation images and active contouring	44
One-week test–retest stability of heart rate variability during rest and deep breathing	40
LumEDA: image luminance based contactless correlates of electrodermal responses	37
Determinants of the dynamic cerebral critical closing pressure response to changes in mean arterial pressure	36
Electrical-tomographic imaging of physiological-induced conductive response in calf muscle compartments during voltage intensity change of electrical muscle stimulation (vic-EMS)	35
MLP-RL-CRD: diagnosis of cardiovascular risk in athletes using a reinforcement learning-based multilayer perceptron	33
Predicting seizure episodes and high-risk events in autism through adverse behavioral patterns	31
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review	29
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory	28
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography	28
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning	27
Automatic identifying OSAHS patients and simple snorers based on Gaussian mixture models	26
LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization	26
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology	25
Accuracy and applicability of non-invasive evaluation of aortic wave intensity using only pressure waveforms in humans	25
Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity	21
Nonhomogeneous volume conduction effects affecting needle electromyography: an analytical and simulation study	20
ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization	20
Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type	20
Cardiac index as a surrogate marker for anxiety in pediatric patients undergoing ambulatory endoscopy: a prospective cohort study	20

Corrigendum: Human microvascular reactivity: a review of vasomodulating stimuli and non-invasive imaging assessment (2021 Physiol. Meas. 42 09TR01)	19
Pitfalls and possibilities of using Root SedLine for continuous assessment of EEG waveform-based metrics in intensive care research	18
A lightweight deep learning approach for detecting electrocardiographic lead misplacement	17
A novel method to reduce false alarms in ECG diagnostic systems: capture and quantification of noisy signals	17
Continuous monitoring methods of cerebral compliance and compensatory reserve: a scoping review of human literature	17
Uterine slow wave: directionality and changes with imminent delivery	16
Automated classification of seizure onset pattern using intracranial electroencephalogram signal of non-human primates	16
Electrical impedance myography method of measuring anisotropic tongue tissue	16
Automatic cough classification for tuberculosis screening in a real-world environment	16
Estimation of free-living walking cadence from wrist-worn sensor accelerometry data and its association with SF-36 quality of life scores	16
SchizoNET: a robust and accurate Margenau–Hill time-frequency distribution based deep neural network model for schizophrenia detection using EEG signals	16
Autonomic control of heart and vessels in patients with very early stage of Parkinson disease	15
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals	15
Reconsider photoplethysmogram signal quality assessment in the free living environment	14
Cerebral blood flow response rate to task-activation using a novel method can discriminate cognitive impairment from healthy aging	14
BP-diff: a conditional diffusion model for cuffless continuous BP waveform estimation using U-Net	14
Progression of total training volume in resistance training studies and its application to skeletal muscle growth	13
The temporal neurovascular coupling response remains intact during sinusoidal hypotensive and hypertensive challenges	13
Establishing best practices in photoplethysmography signal acquisition and processing	13
Maximum a posteriori detection of heartbeats from a chest-worn accelerometer	12
Parallel convolutional neural networks for non-invasive cardiac hemodynamic estimation: integrating uncalibrated PPG signals with nonlinear feature analysis	12
Model-based approach to investigate equipment-induced error in pressure-waveform derived hemodynamic measurements	12
A two-branch framework for blood pressure estimation using photoplethysmography signals with deep learning and clinical prior physiological knowledge	11
Corrigendum: Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-Lead ECGs (2022 Physiol. Meas. 43 034001)	11
Generative adversarial networks with fully connected layers to denoise PPG signals	11
Reference values for triceps surae tissue oxygen saturation by near-infrared spectroscopy	11
Assessment of respiratory system compliance under pressure control ventilation without an inspiratory pause maneuver	11
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data	11
The degree of engagement of cardiac and sympathetic arms of the baroreflex does not depend on the absolute value and sign of arterial pressure variations	11
Computational modeling for the quantitative assessment of cardiac autonomic response to orthostatic stress	11
Validity of ActivPAL CREA software detection of sitting and lying during free-living conditions	11
Automated system for diagnosing pulmonary fibrosis using crackle analysis in recorded lung sounds based on iterative envelope mean fractal dimension filter	11
An attention-based temporal convolutional network for rodent sleep stage classification across species, mutants and experimental environments with single-channel electroencephalogram	11
Evaluation of transformation invariant loss function with distance equilibrium in prediction of imaging photoplethysmography characteristics	11
Evaluation of adjacent and opposite current injection patterns for a wearable chest electrical impedance tomography system	11
A cross species thermoelectric and spatiotemporal analysis of alternans in live explanted hearts using dual voltage-calcium fluorescence optical mapping	11
Individualized monitoring of heat illness risk: novel adaptive physiological strain index to assess exercise-heat strain from athletes to fully encapsulated workers	11
Regional ventilation distribution before and after laparoscopic lung parenchymal resection	11
Anti-motion imaging photoplethysmography via self-adaptive multi-ROI tracking and selection	10
Template-based synergy extrapolation analysis for prediction of muscle excitations	10
LUNet: deep learning for the segmentation of arterioles and venules in high resolution fundus images	10
Single-breath oxygen dilution for the measurement of total lung capacity: technical description and preliminary results in healthy subjects	10
Evaluation of three approaches used for respiratory measurement in healthy subjects	10
Retraction: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	10
Improving generalization performance of electrocardiogram classification models	10
Inter-site generalizability of EEG based age prediction algorithms in the preterm infant	10
Sulfur hexafluoride multiple breath washin and washout outcomes in infants are not interchangeable	10
The hemodynamic cardiac profiler volume-time curves and related parameters: an MRI validation study	10
Lung volumes measurement using novel pressure derived method in participants with obstructive, restrictive and healthy lungs	10
Validity and reliability of the DANU sports system for walking and running gait assessment	10

Accuracy of flow volume estimation in the dilated aorta using 4D flow MRI: a pulsatile phantom study	10
Remote photoplethysmography based on reflected light angle estimation	10
Understanding the physiological transmission mechanisms of photoplethysmography signals: a comprehensive review	10
A portable fan-based device for evaluating lung function in horses by the forced oscillation technique	9
Asymmetric multiscale multifractal analysis (AMMA) of heart rate variability	9
A novel non-contact heart rate measurement method based on EEMD combined with FastICA	9
A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test	9
Sex differences in muscle excitation and oxygenation, but not in force fluctuations or active hyperemia resulting from a fatiguing, bilateral isometric task	9
Advanced repeated structuring and learning procedure to detect acute myocardial ischemia in serial 12-lead ECGs	9
The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours	9
Ventilation improvement after pneumonia treatment evaluated with electrical impedance tomography: an observational study	9
Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction	9
Multiscale entropy as a metric of brain maturation in a large cohort of typically developing children born preterm using longitudinal high-density EEG in the first two years of life	9
Multi-label classification of reduced-lead ECGs using an interpretable deep convolutional neural network	9
A novel deep learning package for electrocardiography research	9
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network	9
Blood pressure wave propagation—a multisensor setup for cerebral autoregulation studies	9
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection	9
CS-based multi-task learning network for arrhythmia reconstruction and classification using ECG signals	9
Simplifying the hardware requirements for fast neural EIT of peripheral nerves	8
Self-critical strategy adjustment based artificial intelligence method in generating diagnostic reports of respiratory diseases	8
Methods and evaluation of physiological measurements with acoustic stimuli—a systematic review	8
Estimation of carotid-femoral pulse wave velocity from finger photoplethysmography signal	8
Comment on ‘Limitations in evaluating COVID-19 protective face masks using open circuit spirometry systems: respiratory measurement mask introduces bias in breathing pressure and perceived respiratory	8
Adaptive threshold split Bregman algorithm based on magnetic induction tomography for brain injury monitoring imaging	8
Harmonization of three different accelerometers to classify the 24 h activity cycle	8
Radial artery pulse wave velocity: a new characterization technique and the instabilities associated with the respiratory phase and breath-holding	8
An interpretable shapelets-based method for myocardial infarction detection using dynamic learning and deep learning	8
A systematic review of automated prediction of sudden cardiac death using ECG signals	8
Determination of resistance at zero and infinite frequencies in bioimpedance spectroscopy for assessment of body composition in babies	8
Enhancing ECG Heartbeat classification with feature fusion neural networks and dynamic minority-biased batch weighting loss function	8
Improved T-wave detection in electrocardiogram signals based non-stationary wavelet transform and QRS complex cancellation with kurtosis analysis	8
Postural and longitudinal variability in seismocardiographic signals	8
Deep feature-domain matching for cardiac-related component separation from a chest electrical impedance tomography image series: proof-of-concept study	8
Visualization deep learning model for automatic arrhythmias classification	8
Recurrence quantification analysis of uterine vectormyometriogram reveals differences between normal-weight and overweight parturient women	8
The regional ventilation distribution monitored by electrical impedance tomography during anesthesia induction with head-rotated mask ventilation	8
Promoting motor skills in preschool age: a focus on balance regulation	8
Joint low-rank tensor fusion and cross-modal attention for multimodal physiological signals based emotion recognition	8
Artifact identification and removal methodologies for intracranial pressure signals: a systematic scoping review	8
Blood flow restriction attenuates surface mechanomyography lateral and longitudinal, but not transverse oscillations during fatiguing exercise	8
Validity and reliability of a commercial wearable sensor system for measuring spatiotemporal gait parameters in a post-stroke population: the effects of walking speed and asymmetry	8
An empirical study of modified beat SQI based majority voting fusion method for heart-rate estimation in noisy multimodal cardiovascular signals	7
Single sensor measurement of heel-height during the push-off phase of gait	7
GPT-PPG: A GPT-based foundation model for photoplethysmography signals	7
Clinical potential of pupillary light reflex and heart rate variability parameters as objective indicators of tonsillectomy-induced pain	7
Deep learning algorithm for visual quality assessment of the spirograms	7
Magnetocardiography-based coronary artery disease severity assessment and localization using spatiotemporal features	7
A study on several critical problems on arrhythmia detection using varying-dimensional electrocardiography	7
Seismocardiography as a tool for assessment of bi-ventricular pacing	7
Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration	7
Intratidal compliance of the lung and the total respiratory system	7
Integrating multimodal information in machine learning for classifying acute myocardial infarction	7
Interactive slide selection algorithm and machine learning in psychophysiological memory testing	7
Comparison of single-lead and multi-lead ECG for QT variability assessment using autoregressive modelling	7
Extreme variability of vascular responses to slightly different abduction angles during abduction and external rotation tests, in patients with suspected thoracic outlet syndrome	7
Single-channel EOG sleep staging on a heterogeneous cohort of subjects with sleep disorders	7
Supraventricular ectopic beats and ventricular ectopic beats detection based on improved U-net	7
Multi-source deep domain adaptation ensemble framework for cross-dataset motor imagery EEG transfer learning	7
Intelligent risk stratification of hypertension based on ambulatory blood pressure monitoring and machine learning algorithms	7
Variability of morphology in photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment	7
Esophageal balloon catheter system identification to improve respiratory effort time features and amplitude determination	7
A lightweight U-net for ECG denoising using knowledge distillation	7
Sensitivity volume as figure-of-merit for maximizing data importance in electrical impedance tomography	7
Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers *	6
Evaluation of raw segmental bioelectrical impedance variables throughout anterior cruciate ligament reconstruction rehabilitation	6
Analysis of intracranial pressure pulse waveform in studies on cerebrospinal compliance: a narrative review	6
Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit	6
Exploring the limitations of blood pressure estimation using the photoplethysmography signal	6
Beat the heat: wearable-based study of perceived heat stress and physiological strain in swiss track workers in a controlled climate chamber	6
Advances in electrical impedance tomography and bioimpedance including applications in COVID-19 diagnosis and treatment	6
Using the ear photoplethysmographic waveform as an early indicator of central hypovolemia in healthy volunteers utilizing LBNP induced hypovolemia model	6
A deep residual inception network with channel attention modules for multi-label cardiac abnormality detection from reduced-lead ECG	6
Diagnosing anaemia via smartphone colorimetry of the eye in a population of pregnant women	6
Limitations in evaluating COVID-19 protective face masks using open circuit spirometry systems: respiratory measurement mask introduces bias in breathing pressure and perceived respiratory effort	6
Automatic detection of respiratory events during sleep from Polysomnography data using Layered Hidden Markov Model	6
3D ECG display with deep learning approach for identification of cardiac abnormalities from a variable number of leads	6
An open-access simultaneous electrocardiogram and phonocardiogram database	6
Current trends and opportunities in the methodology of electrodermal activity measurement	6
pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis	6

Automatic identification of intracranial pressure waveform during external ventricular drainage clamping: segmentation via wavelet analysis	6
Survey on portable sensing technologies for the radial artery characterization	5
Assessment of arteriosclerosis based on lognormal fitting	5
Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model	5
An interpretable ensemble trees method with joint analysis of static and dynamic features for myocardial infarction detection	5
Impact of macrohemodynamic manipulations during cardiopulmonary bypass on finger microcirculation assessed by photoplethysmography signal components	5
Influence of ambient temperature on tonic and phasic electrodermal activity components	5
Estimation of the prevalence of isolated inter-scalene compression from simultaneous arterial and venous photoplethysmography in patients referred for suspected thoracic outlet syndrome	5
TSS-ConvNet for electrical impedance tomography image reconstruction	5
The acute effect of bitemporal electroconvulsive therapy on synchronous changes in heart rate variability and heart rate in patients with depression	5
Measuring psychosocial stress with heart rate variability-based methods in different health and age groups	5
Identifying time-varying dynamics of heart rate and oxygen uptake from single ramp incremental running tests	5
Convolution spatial-temporal attention network for EEG emotion recognition	5
A novel deep domain adaptation method for automated detection of sleep apnea/hypopnea events	5
Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning	5
The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care	5
Assessment of the relational strength between triggers detected in physiological signals and the occurrence of atrial fibrillation episodes	5
Classification of multi-lead ECG with deep residual convolutional neural networks	5
Automatic ECG-based detection of left ventricular hypertrophy and its predictive value in haemodialysis patients	5
Mathematical modelling of haemorrhagic transformation within a multiscale microvasculature network	5
Automatic identification of respiratory events based on nasal airflow and respiratory effort of the chest and abdomen	5
HIRA: Heart Rate Interval based Rapid Alert score to characterize autonomic dysfunction among patients with sepsis-related acute respiratory failure (ARF)	5
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study	5
How is the phase angle associated with total and regional bone mineral density in university athletes? *	5
Monopolar and bipolar electrooculography signal characteristics due to target displacements—have we seen the whole picture?	5
Determination of tidal volume by electrical impedance tomography (EIT) after indirect two-point calibration	5
Evaluation of five methods for the interpolation of bad leads in the solution of the inverse electrocardiography problem	5
Static and dynamic analysis of cerebral blood flow in fifty-six large arterial vessel networks	5
Comparison of admittance and cardiac magnetic resonance generated pressure-volume loops in a porcine model	5
The effectiveness of continuous respiratory rate monitoring in predicting hypoxic and pyrexic events: a retrospective cohort study	5
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data	5
Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	5
Visualizing functional network connectivity differences using an explainable machine-learning method	5
Detecting elevated left ventricular end diastolic pressure from simultaneously measured femoral pressure waveform and electrocardiogram	5
From 12 to 1 ECG lead: multiple cardiac condition detection mixing a hybrid machine learning approach with a one-versus-rest classification strategy	5
Cerebral asymmetry representation learning-based deep subdomain adaptation network for electroencephalogram-based emotion recognition	5
Power-MF: robust fetal QRS detection from non-invasive fetal electrocardiogram recordings	4
Cerebral blood velocity during concurrent supine cycling, lower body negative pressure, and head-up tilt challenges: implications for concussion rehabilitation	4
Long-term phase angle muscle imaging under electrical muscle stimulation (EMS) by phase angle electrical impedance tomography	4
A randomised trial evaluating mask ventilation using electrical impedance tomography during anesthetic induction: one-handed technique versus two-handed technique	4
Quantifying tidal expiratory flow limitation using a vector-based analysis technique	4
Reply to the comment on ‘Limitations in evaluating COVID-19 protective face masks using open circuit spirometry systems: respiratory measurement mask introduces bias in breathing pressure and perceive	4
Increasing accuracy of pulse arrival time estimation in low frequency recordings	4
Regurgitation during the fully supported condition of the percutaneous left ventricular assist device	4
Regional variations distinguish auditory from visual evoked potentials in healthy 4-week old piglets	4
A multi-scale and multi-domain heart sound feature-based machine learning model for ACC/AHA heart failure stage classification	4
Pulse wave analysis as a tool for the evaluation of resuscitation therapy in septic shock	4
B3X: a novel efficient algorithm for accurate automated auscultatory blood pressure estimation	4
Application of an accelerometer in adjusting parameters and detecting characteristics in the pacemaker rate response	4
Detection of occult hemorrhage using multivariate non-invasive technologies: a porcine study	4
Continuous blood pressure monitoring by photoplethysmography - signal preprocessing requirements based on blood flow modelling	4
Investigating spatial variations in dynamic cerebral autoregulation through a computational model of stenosis	4
Changes of oscillogram envelope maximum with blood pressure and aging: a quantitative observation	4
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification	4
A deep learning method for continuous noninvasive blood pressure monitoring using photoplethysmography	4
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel	4
The 2023 wearable photoplethysmography roadmap	4
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations	4
ETucker: a constrained tensor decomposition for single trial ERP extraction	4
Analytical solution to Windkessel models using piecewise linear aortic flow waveform	4
Photoplethysmography wave morphology in patients with atrial fibrillation	4
Progress in electrical impedance tomography and bioimpedance	4
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends	4
Estimating confidence intervals for cerebral autoregulation: a parametric bootstrap approach	4
Conventional and deep learning methods in heart rate estimation from RGB face videos	3
Accuracy enhancement in reflective pulse oximetry by considering wavelength-dependent pathlengths	3
Rapid patient-specific FEM meshes from 3D smart-phone based scans	3
External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients	3
Automatically detecting OSAHS patients based on transfer learning and model fusion	3
Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy	3
Carotid Doppler ultrasound for non-invasive haemodynamic monitoring: a narrative review	3
The truth Hertz—synchronization of electroencephalogram signals with physiological waveforms recorded in an intensive care unit	3
Electrical impedance tomography: a potential tool for intraoperative imaging of the tongue base	3
Time delays between physiological signals in interpreting the body’s responses to intermittent hypoxia in obstructive sleep apnea	3
SEResUTer: a deep learning approach for accurate ECG signal delineation and atrial fibrillation detection	3
Temporal complexity of EEG encodes human alertness	3
Algorithmic detection of sleep-disordered breathing using respiratory signals: a systematic review	3
Camera-based assessment of cutaneous perfusion strength in a clinical setting	3
Adaptive threshold algorithm for detecting EEG-interburst intervals in extremely preterm neonates	3
Assessment of alternative metrics in the application of infrared thermography to detect muscle damage in sports	3
Non-invasive imaging of neural activity with magnetic detection electrical impedance tomography (MDEIT): a modelling study	3
Changes in physiological signal entropy in patients with obstructive sleep apnoea: a systematic review	3
A model-based source separation algorithm for lung perfusion imaging using electrical impedance tomography	3
Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting	3
RETRACTED: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	3
Estimation of aortic pulse wave velocity based on waveform decomposition of central aortic pressure waveform	3
The impact of controlled breathing on autonomic nervous system modulation: analysis using phase-rectified signal averaging, entropy and heart rate variability	3
Automated detection of schizophrenia using deep learning: a review for the last decade	3
Regional characterization of functional connectivity in patients with sleep apnea hypopnea syndrome during sleep	3
Physiological vital sign reference ranges for well late preterm newborns calculated during a typical 2 h newborn period between 2 h and 7 days of life	3
Blink duration is increased in concussed youth athletes: a validity study using eye tracking in male youth and adult athletes of selected contact sports	3
Quantification of sweat urea in diabetes using electro-optical technique	3
Seizures detection using multimodal signals: a scoping review	3
Editorial: Control of cerebral blood flow	3
ST-CIRL: a reinforcement learning-based feature selection approach for enhanced anxiety classification	3