Physiological Measurement

Article	Citations
Interbeat interval-based sleep staging: work in progress toward real-time implementation	96
Video based non-contact monitoring of respiratory rate and chest indrawing in children with pneumonia	78
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning	67
MLP-RL-CRD: diagnosis of cardiovascular risk in athletes using a reinforcement learning-based multilayer perceptron	58
LumEDA: image luminance based contactless correlates of electrodermal responses	56
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review	55
Automated detection of air trapping from mechanical ventilation waveform through interpretable dual-channel 1D convolutional neural network	46
Determinants of the dynamic cerebral critical closing pressure response to changes in mean arterial pressure	45
A wireless physiological parameter monitoring system with a treatment feedback function during neonatal phototherapy	39
One-week test–retest stability of heart rate variability during rest and deep breathing	32
Pilot study of contactless sleep apnea detection based on snore signals with hardware implementation	31
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory	31
A systematic review of contactless respiratory rate measurement using RGB cameras	30
Lung area estimation using functional tidal electrical impedance variation images and active contouring	29
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography	29
Automatic cough classification for tuberculosis screening in a real-world environment	21
Predicting seizure episodes and high-risk events in autism through adverse behavioral patterns	21
Bio-potential noise of dry printed electrodes: physiology versus the skin-electrode impedance	21
Electrical impedance myography method of measuring anisotropic tongue tissue	20
Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type	19
Cardiac index as a surrogate marker for anxiety in pediatric patients undergoing ambulatory endoscopy: a prospective cohort study	19
Accuracy and applicability of non-invasive evaluation of aortic wave intensity using only pressure waveforms in humans	19
Corrigendum: Human microvascular reactivity: a review of vasomodulating stimuli and non-invasive imaging assessment (2021 Physiol. Meas. 42 09TR01)	18
Pitfalls and possibilities of using Root SedLine for continuous assessment of EEG waveform-based metrics in intensive care research	18
Nonhomogeneous volume conduction effects affecting needle electromyography: an analytical and simulation study	18

Uterine slow wave: directionality and changes with imminent delivery	18
ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization	17
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology	17
LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization	17
Automated classification of seizure onset pattern using intracranial electroencephalogram signal of non-human primates	17
A lightweight deep learning approach for detecting electrocardiographic lead misplacement	17
Automatic identifying OSAHS patients and simple snorers based on Gaussian mixture models	16
Physics-informed neural networks for physiological signal processing and modeling: a narrative review	15
Continuous monitoring methods of cerebral compliance and compensatory reserve: a scoping review of human literature	15
Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity	15
Maximum a posteriori detection of heartbeats from a chest-worn accelerometer	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
BP-diff: a conditional diffusion model for cuffless continuous BP waveform estimation using U-Net	13
Establishing best practices in photoplethysmography signal acquisition and processing	12
Model-based approach to investigate equipment-induced error in pressure-waveform derived hemodynamic measurements	12
Autonomic control of heart and vessels in patients with very early stage of Parkinson disease	12
Reconsider photoplethysmogram signal quality assessment in the free living environment	12
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals	12
SchizoNET: a robust and accurate Margenau–Hill time-frequency distribution based deep neural network model for schizophrenia detection using EEG signals	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
Automated system for diagnosing pulmonary fibrosis using crackle analysis in recorded lung sounds based on iterative envelope mean fractal dimension filter	11
Computational modeling for the quantitative assessment of cardiac autonomic response to orthostatic stress	11
Parallel convolutional neural networks for non-invasive cardiac hemodynamic estimation: integrating uncalibrated PPG signals with nonlinear feature analysis	11
A two-branch framework for blood pressure estimation using photoplethysmography signals with deep learning and clinical prior physiological knowledge	11
Evaluation of adjacent and opposite current injection patterns for a wearable chest electrical impedance tomography system	11
Research on nighttime IPPG algorithm based on ROI delay expansion and fundamental frequency constrained FastICA	11
Evaluation of transformation invariant loss function with distance equilibrium in prediction of imaging photoplethysmography characteristics	11
Reference values for triceps surae tissue oxygen saturation by near-infrared spectroscopy	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
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data	11
Individualized monitoring of heat illness risk: novel adaptive physiological strain index to assess exercise-heat strain from athletes to fully encapsulated workers	11
A cross species thermoelectric and spatiotemporal analysis of alternans in live explanted hearts using dual voltage-calcium fluorescence optical mapping	11
Validity of ActivPAL CREA software detection of sitting and lying during free-living conditions	11
Lung volumes measurement using novel pressure derived method in participants with obstructive, restrictive and healthy lungs	10
Understanding the physiological transmission mechanisms of photoplethysmography signals: a comprehensive review	10
Improving generalization performance of electrocardiogram classification models	10
The hemodynamic cardiac profiler volume-time curves and related parameters: an MRI validation study	10
Retraction: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	10
An attention-based temporal convolutional network for rodent sleep stage classification across species, mutants and experimental environments with single-channel electroencephalogram	10
Remote photoplethysmography based on reflected light angle estimation	10
Template-based synergy extrapolation analysis for prediction of muscle excitations	10
Validity and reliability of the DANU sports system for walking and running gait assessment	10
LUNet: deep learning for the segmentation of arterioles and venules in high resolution fundus images	10
Anti-motion imaging photoplethysmography via self-adaptive multi-ROI tracking and selection	9
Accuracy of flow volume estimation in the dilated aorta using 4D flow MRI: a pulsatile phantom study	9
Ventilation improvement after pneumonia treatment evaluated with electrical impedance tomography: an observational study	9
A portable fan-based device for evaluating lung function in horses by the forced oscillation technique	9
A novel deep learning package for electrocardiography research	9

Advanced repeated structuring and learning procedure to detect acute myocardial ischemia in serial 12-lead ECGs	9
Inter-site generalizability of EEG based age prediction algorithms in the preterm infant	9
Sulfur hexafluoride multiple breath washin and washout outcomes in infants are not interchangeable	9
Multi-label classification of reduced-lead ECGs using an interpretable deep convolutional neural network	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
Seismocardiography-based estimation of hemodynamic parameters during submaximal ergometer test	9
Regional ventilation distribution before and after laparoscopic lung parenchymal resection	9
Evaluation of three approaches used for respiratory measurement in healthy subjects	9
Blood pressure wave propagation—a multisensor setup for cerebral autoregulation studies	9
Sex differences in muscle excitation and oxygenation, but not in force fluctuations or active hyperemia resulting from a fatiguing, bilateral isometric task	9
CS-based multi-task learning network for arrhythmia reconstruction and classification using ECG signals	9
A novel non-contact heart rate measurement method based on EEMD combined with FastICA	9
Determination of resistance at zero and infinite frequencies in bioimpedance spectroscopy for assessment of body composition in babies	8
Visualization deep learning model for automatic arrhythmias classification	8
Self-critical strategy adjustment based artificial intelligence method in generating diagnostic reports of respiratory diseases	8
Promoting motor skills in preschool age: a focus on balance regulation	8
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection	8
Improved state refinement for LSTM determined 3D CAISR-LSTM model for automatic myocardial infarction detection	8
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network	8
Recurrence quantification analysis of uterine vectormyometriogram reveals differences between normal-weight and overweight parturient women	8
The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours	8
Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction	8
Methods and evaluation of physiological measurements with acoustic stimuli—a systematic review	8
The regional ventilation distribution monitored by electrical impedance tomography during anesthesia induction with head-rotated mask ventilation	8
A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test	8
Artifact identification and removal methodologies for intracranial pressure signals: a systematic scoping 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	7
An interpretable shapelets-based method for myocardial infarction detection using dynamic learning and deep learning	7
Joint low-rank tensor fusion and cross-modal attention for multimodal physiological signals based emotion recognition	7
Analysis of time delay between non-invasively measured pulse oscillations in cerebral macro- and microcirculation	7
Multi-source deep domain adaptation ensemble framework for cross-dataset motor imagery EEG transfer learning	7
Integrating multimodal information in machine learning for classifying acute myocardial infarction	7
A systematic review of automated prediction of sudden cardiac death using ECG signals	7
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	7
Simplifying the hardware requirements for fast neural EIT of peripheral nerves	7
Intelligent risk stratification of hypertension based on ambulatory blood pressure monitoring and machine learning algorithms	7
GPT-PPG: a GPT-based foundation model for photoplethysmography signals	7
Improved T-wave detection in electrocardiogram signals based non-stationary wavelet transform and QRS complex cancellation with kurtosis analysis	7
Blood flow restriction attenuates surface mechanomyography lateral and longitudinal, but not transverse oscillations during fatiguing exercise	7
Deep feature-domain matching for cardiac-related component separation from a chest electrical impedance tomography image series: proof-of-concept study	7
Enhancing ECG Heartbeat classification with feature fusion neural networks and dynamic minority-biased batch weighting loss function	7
Harmonization of three different accelerometers to classify the 24 h activity cycle	7
Deep learning algorithm for visual quality assessment of the spirograms	7
ModelS4Apnea: leveraging structured state space models for efficient sleep apnea detection from ECG signals	7
Variability of morphology in photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment	7
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
Supraventricular ectopic beats and ventricular ectopic beats detection based on improved U-net	6
A novel analytical framework for noninvasive estimation of left ventricular pressure and pressure–volume loops	6
Increasing temporal accuracy of noninvasive fetal electrocardiogram QRS detection with modified superimposition template subtraction	6
Single sensor measurement of heel-height during the push-off phase of gait	6
Postural and longitudinal variability in seismocardiographic signals	6
Intratidal compliance of the lung and the total respiratory system	6
A lightweight U-net for ECG denoising using knowledge distillation	6
Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit	6
Automatic detection of respiratory events during sleep from Polysomnography data using Layered Hidden Markov Model	6
Magnetocardiography-based coronary artery disease severity assessment and localization using spatiotemporal features	6
An empirical study of modified beat SQI based majority voting fusion method for heart-rate estimation in noisy multimodal cardiovascular signals	6
Comparison of single-lead and multi-lead ECG for QT variability assessment using autoregressive modelling	6
Sensitivity volume as figure-of-merit for maximizing data importance in electrical impedance tomography	6
Radial artery pulse wave velocity: a new characterization technique and the instabilities associated with the respiratory phase and breath-holding	6
Clinical potential of pupillary light reflex and heart rate variability parameters as objective indicators of tonsillectomy-induced pain	6
Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration	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
Evaluation of raw segmental bioelectrical impedance variables throughout anterior cruciate ligament reconstruction rehabilitation	6
Interactive slide selection algorithm and machine learning in psychophysiological memory testing	6
A study on several critical problems on arrhythmia detection using varying-dimensional electrocardiography	6
Extreme variability of vascular responses to slightly different abduction angles during abduction and external rotation tests, in patients with suspected thoracic outlet syndrome	6
Measurement of sodium in soft tissue and bone in a sodium diet intervention study using in vivo neutron activation analysis	6
Single-channel EOG sleep staging on a heterogeneous cohort of subjects with sleep disorders	6
Esophageal balloon catheter system identification to improve respiratory effort time features and amplitude determination	6
An open-access simultaneous electrocardiogram and phonocardiogram database	6
Convolution spatial-temporal attention network for EEG emotion recognition	5
HIRA: Heart Rate Interval based Rapid Alert score to characterize autonomic dysfunction among patients with sepsis-related acute respiratory failure (ARF)	5
Evaluation of five methods for the interpolation of bad leads in the solution of the inverse electrocardiography problem	5
Cerebral asymmetry representation learning-based deep subdomain adaptation network for electroencephalogram-based emotion recognition	5
Measuring psychosocial stress with heart rate variability-based methods in different health and age groups	5
Using the ear photoplethysmographic waveform as an early indicator of central hypovolemia in healthy volunteers utilizing LBNP induced hypovolemia model	5
Seismocardiography as a tool for assessment of bi-ventricular pacing	5

pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis	5
Automatic identification of intracranial pressure waveform during external ventricular drainage clamping: segmentation via wavelet analysis	5
Survey on portable sensing technologies for the radial artery characterization	5
Visualizing functional network connectivity differences using an explainable machine-learning method	5
Monopolar and bipolar electrooculography signal characteristics due to target displacements—have we seen the whole picture?	5
Identifying time-varying dynamics of heart rate and oxygen uptake from single ramp incremental running tests	5
Diagnosing anaemia via smartphone colorimetry of the eye in a population of pregnant women	5
Current trends and opportunities in the methodology of electrodermal activity measurement	5
Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers *	5
A deep residual inception network with channel attention modules for multi-label cardiac abnormality detection from reduced-lead ECG	5
Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning	5
Assessment of arteriosclerosis based on lognormal fitting	5
Chronic hyperglycemia is associated with vascular gain impairment in microangiopathic lacunar stroke	5
A novel deep domain adaptation method for automated detection of sleep apnea/hypopnea events	5
Mathematical modelling of haemorrhagic transformation within a multiscale microvasculature network	5
Analysis of intracranial pressure pulse waveform in studies on cerebrospinal compliance: a narrative review	5
Cognitive impairment assessment using eye-tracking: multilevel saccade paradigms with differential analysis and attention-based neural networks	5
Exploring the limitations of blood pressure estimation using the photoplethysmography signal	5
3D ECG display with deep learning approach for identification of cardiac abnormalities from a variable number of leads	5
Impact of signal length and window size on heart rate variability and pulse rate variability metrics	4
Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model	4
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data	4
The acute effect of bitemporal electroconvulsive therapy on synchronous changes in heart rate variability and heart rate in patients with depression	4
Static and dynamic analysis of cerebral blood flow in fifty-six large arterial vessel networks	4
Cerebral blood velocity during concurrent supine cycling, lower body negative pressure, and head-up tilt challenges: implications for concussion rehabilitation	4
Classification of multi-lead ECG with deep residual convolutional neural networks	4
Regional variations distinguish auditory from visual evoked potentials in healthy 4-week old piglets	4
Comparison of admittance and cardiac magnetic resonance generated pressure-volume loops in a porcine model	4
Automatic ECG-based detection of left ventricular hypertrophy and its predictive value in haemodialysis patients	4
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends	4
Pulse wave analysis as a tool for the evaluation of resuscitation therapy in septic shock	4
Early impairment of two arms of the baroreflex response in young normotensive patients with obesity	4
TSS-ConvNet for electrical impedance tomography image reconstruction	4
Determination of tidal volume by electrical impedance tomography (EIT) after indirect two-point calibration	4
Impact of macrohemodynamic manipulations during cardiopulmonary bypass on finger microcirculation assessed by photoplethysmography signal components	4
Clinical applications of thoracic electrical impedance tomography in China: an updated review on recent 5 years	4
Assessment of the relational strength between triggers detected in physiological signals and the occurrence of atrial fibrillation episodes	4
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel	4
B3X: a novel efficient algorithm for accurate automated auscultatory blood pressure estimation	4
Long-term phase angle muscle imaging under electrical muscle stimulation (EMS) by phase angle electrical impedance tomography	4
Power-MF: robust fetal QRS detection from non-invasive fetal electrocardiogram recordings	4
From 12 to 1 ECG lead: multiple cardiac condition detection mixing a hybrid machine learning approach with a one-versus-rest classification strategy	4
Influence of ambient temperature on tonic and phasic electrodermal activity components	4
Estimation of the prevalence of isolated inter-scalene compression from simultaneous arterial and venous photoplethysmography in patients referred for suspected thoracic outlet syndrome	4
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study	4
An interpretable ensemble trees method with joint analysis of static and dynamic features for myocardial infarction detection	4
Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	4
Detecting elevated left ventricular end diastolic pressure from simultaneously measured femoral pressure waveform and electrocardiogram	4
A deep learning method for continuous noninvasive blood pressure monitoring using photoplethysmography	4
A multi-scale and multi-domain heart sound feature-based machine learning model for ACC/AHA heart failure stage classification	4
Estimating confidence intervals for cerebral autoregulation: a parametric bootstrap approach	4
Accuracy enhancement in reflective pulse oximetry by considering wavelength-dependent pathlengths	3
Estimation of aortic pulse wave velocity based on waveform decomposition of central aortic pressure waveform	3
Conventional and deep learning methods in heart rate estimation from RGB face videos	3
A randomised trial evaluating mask ventilation using electrical impedance tomography during anesthetic induction: one-handed technique versus two-handed technique	3
Application of an accelerometer in adjusting parameters and detecting characteristics in the pacemaker rate response	3
Changes of oscillogram envelope maximum with blood pressure and aging: a quantitative observation	3
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification	3
Progress in electrical impedance tomography and bioimpedance	3
Analytical solution to Windkessel models using piecewise linear aortic flow waveform	3
Fully convolutional neural network and PPG signal for arterial blood pressure waveform estimation	3
Phase angle and impedance ratio as meta-inflammation biomarkers after a colon cleansing protocol in a group of overweight young women	3
Impact and workload are dominating on-field data monitoring techniques to track health and well-being of team-sports athletes	3
Sampling rate requirement for accurate calculation of heart rate and its variability based on the electrocardiogram	3
Temporal complexity of EEG encodes human alertness	3
A dynamic learning-based ECG feature extraction method for myocardial infarction detection	3
ETucker: a constrained tensor decomposition for single trial ERP extraction	3
Investigating spatial variations in dynamic cerebral autoregulation through a computational model of stenosis	3
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	3
Detection of occult hemorrhage using multivariate non-invasive technologies: a porcine study	3
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations	3
RETRACTED: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	3
Standard-based personalized healthcare delivery for kidney illness using deep learning	3
ST-CIRL: a reinforcement learning-based feature selection approach for enhanced anxiety classification	3
Time delays between physiological signals in interpreting the body’s responses to intermittent hypoxia in obstructive sleep apnea	3
Physiological sensor data cleaning with autoencoders	3
Association between phase angle and body composition components in adolescent athletes: a cross-sectional study	3
SEResUTer: a deep learning approach for accurate ECG signal delineation and atrial fibrillation detection	3
Quantifying tidal expiratory flow limitation using a vector-based analysis technique	3
Continuous blood pressure monitoring by photoplethysmography - signal preprocessing requirements based on blood flow modelling	3
Photoplethysmography wave morphology in patients with atrial fibrillation	3
The 2023 wearable photoplethysmography roadmap	3
Increasing accuracy of pulse arrival time estimation in low frequency recordings	3
Regurgitation during the fully supported condition of the percutaneous left ventricular assist device	3
From motion to emotion: exploring challenging behaviors in autism spectrum disorder through analysis of wearable physiology and movement	3
Cardiovascular risk and mortality prediction in patients suspected of sleep apnea: a model based on an artificial intelligence system	3
Agreement between standard and continuous wireless vital sign measurements after major abdominal surgery: a clinical comparison study	3
A novel algorithm to assess the quality of 12-lead ECG recordings: validation in a real telecardiology application	2
Label noise and self-learning label correction in cardiac abnormalities classification	2
Corrigendum: Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants (2024 Physiol. Meas. 45 055025)	2
Night to night variability of pulse oximetry features in children at home and at the hospital	2
Improved filtering methods to suppress cardiovascular contamination in electrical impedance tomography recordings	2
Cardio-respiratory interactions in response to lower-body negative pressure	2
Heart rate estimation and validation algorithm for fetal phonocardiography	2
The MSPTDfast photoplethysmography beat detection algorithm: design, benchmarking, and open-source distribution	2