Physiological Measurement

Article	Citations
Interbeat interval-based sleep staging: work in progress toward real-time implementation	91
A wireless physiological parameter monitoring system with a treatment feedback function during neonatal phototherapy	69
Video based non-contact monitoring of respiratory rate and chest indrawing in children with pneumonia	65
MLP-RL-CRD: diagnosis of cardiovascular risk in athletes using a reinforcement learning-based multilayer perceptron	56
One-week test–retest stability of heart rate variability during rest and deep breathing	55
LumEDA: image luminance based contactless correlates of electrodermal responses	53
Determinants of the dynamic cerebral critical closing pressure response to changes in mean arterial pressure	45
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography	41
Automated detection of air trapping from mechanical ventilation waveform through interpretable dual-channel 1D convolutional neural network	39
Pilot study of contactless sleep apnea detection based on snore signals with hardware implementation	37
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory	32
Electrical-tomographic imaging of physiological-induced conductive response in calf muscle compartments during voltage intensity change of electrical muscle stimulation (vic-EMS)	30
Predicting seizure episodes and high-risk events in autism through adverse behavioral patterns	30
Bio-potential noise of dry printed electrodes: physiology versus the skin-electrode impedance	29
Lung area estimation using functional tidal electrical impedance variation images and active contouring	28
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning	27
A systematic review of contactless respiratory rate measurement using RGB cameras	21
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review	21
Accuracy and applicability of non-invasive evaluation of aortic wave intensity using only pressure waveforms in humans	20
Automatic identifying OSAHS patients and simple snorers based on Gaussian mixture models	20
Cardiac index as a surrogate marker for anxiety in pediatric patients undergoing ambulatory endoscopy: a prospective cohort study	19
Corrigendum: Human microvascular reactivity: a review of vasomodulating stimuli and non-invasive imaging assessment (2021 Physiol. Meas. 42 09TR01)	18
Nonhomogeneous volume conduction effects affecting needle electromyography: an analytical and simulation study	18
Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type	18
Uterine slow wave: directionality and changes with imminent delivery	17

Electrical impedance myography method of measuring anisotropic tongue tissue	17
Automated classification of seizure onset pattern using intracranial electroencephalogram signal of non-human primates	17
Pitfalls and possibilities of using Root SedLine for continuous assessment of EEG waveform-based metrics in intensive care research	17
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology	16
Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity	16
Automatic cough classification for tuberculosis screening in a real-world environment	16
Physics-informed neural networks for physiological signal processing and modeling: a narrative review	15
ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization	15
LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization	15
A lightweight deep learning approach for detecting electrocardiographic lead misplacement	15
Autonomic control of heart and vessels in patients with very early stage of Parkinson disease	14
Continuous monitoring methods of cerebral compliance and compensatory reserve: a scoping review of human literature	14
Model-based approach to investigate equipment-induced error in pressure-waveform derived hemodynamic measurements	12
Establishing best practices in photoplethysmography signal acquisition and processing	12
The temporal neurovascular coupling response remains intact during sinusoidal hypotensive and hypertensive challenges	12
BP-diff: a conditional diffusion model for cuffless continuous BP waveform estimation using U-Net	12
Progression of total training volume in resistance training studies and its application to skeletal muscle growth	11
Reconsider photoplethysmogram signal quality assessment in the free living environment	11
Corrigendum: Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-Lead ECGs (2022 Physiol. Meas. 43 034001)	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
Individualized monitoring of heat illness risk: novel adaptive physiological strain index to assess exercise-heat strain from athletes to fully encapsulated workers	11
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals	11
Parallel convolutional neural networks for non-invasive cardiac hemodynamic estimation: integrating uncalibrated PPG signals with nonlinear feature analysis	11
Generative adversarial networks with fully connected layers to denoise PPG signals	11
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data	11
Evaluation of transformation invariant loss function with distance equilibrium in prediction of imaging photoplethysmography characteristics	11
Computational modeling for the quantitative assessment of cardiac autonomic response to orthostatic stress	11
Maximum a posteriori detection of heartbeats from a chest-worn accelerometer	11
SchizoNET: a robust and accurate Margenau–Hill time-frequency distribution based deep neural network model for schizophrenia detection using EEG signals	11
A two-branch framework for blood pressure estimation using photoplethysmography signals with deep learning and clinical prior physiological knowledge	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
Automated system for diagnosing pulmonary fibrosis using crackle analysis in recorded lung sounds based on iterative envelope mean fractal dimension filter	11
A cross species thermoelectric and spatiotemporal analysis of alternans in live explanted hearts using dual voltage-calcium fluorescence optical mapping	11
Reference values for triceps surae tissue oxygen saturation by near-infrared spectroscopy	11
Lung volumes measurement using novel pressure derived method in participants with obstructive, restrictive and healthy lungs	10
Validity of ActivPAL CREA software detection of sitting and lying during free-living conditions	10
Understanding the physiological transmission mechanisms of photoplethysmography signals: a comprehensive review	10
Evaluation of three approaches used for respiratory measurement in healthy subjects	10
The hemodynamic cardiac profiler volume-time curves and related parameters: an MRI validation study	10
Anti-motion imaging photoplethysmography via self-adaptive multi-ROI tracking and selection	10
Improving generalization performance of electrocardiogram classification models	10
Template-based synergy extrapolation analysis for prediction of muscle excitations	10
Retraction: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	10
Regional ventilation distribution before and after laparoscopic lung parenchymal resection	10
Validity and reliability of the DANU sports system for walking and running gait assessment	10
An attention-based temporal convolutional network for rodent sleep stage classification across species, mutants and experimental environments with single-channel electroencephalogram	9
Remote photoplethysmography based on reflected light angle estimation	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
Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction	9
Inter-site generalizability of EEG based age prediction algorithms in the preterm infant	9
Accuracy of flow volume estimation in the dilated aorta using 4D flow MRI: a pulsatile phantom study	9
A novel non-contact heart rate measurement method based on EEMD combined with FastICA	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
Multi-label classification of reduced-lead ECGs using an interpretable deep convolutional neural network	9
LUNet: deep learning for the segmentation of arterioles and venules in high resolution fundus images	9
Sulfur hexafluoride multiple breath washin and washout outcomes in infants are not interchangeable	9
Ventilation improvement after pneumonia treatment evaluated with electrical impedance tomography: an observational study	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
Advanced repeated structuring and learning procedure to detect acute myocardial ischemia in serial 12-lead ECGs	9
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection	8
The regional ventilation distribution monitored by electrical impedance tomography during anesthesia induction with head-rotated mask ventilation	8
Improved state refinement for LSTM determined 3D CAISR-LSTM model for automatic myocardial infarction detection	8
Simplifying the hardware requirements for fast neural EIT of peripheral nerves	8
The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours	8
Promoting motor skills in preschool age: a focus on balance regulation	8
Determination of resistance at zero and infinite frequencies in bioimpedance spectroscopy for assessment of body composition in babies	8
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network	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
A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test	8
Recurrence quantification analysis of uterine vectormyometriogram reveals differences between normal-weight and overweight parturient women	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
An interpretable shapelets-based method for myocardial infarction detection using dynamic learning and deep learning	7
Clinical potential of pupillary light reflex and heart rate variability parameters as objective indicators of tonsillectomy-induced pain	7
Improved T-wave detection in electrocardiogram signals based non-stationary wavelet transform and QRS complex cancellation with kurtosis analysis	7
Multi-source deep domain adaptation ensemble framework for cross-dataset motor imagery EEG transfer learning	7
GPT-PPG: a GPT-based foundation model for photoplethysmography signals	7
Visualization deep learning model for automatic arrhythmias classification	7
Deep feature-domain matching for cardiac-related component separation from a chest electrical impedance tomography image series: proof-of-concept study	7
Harmonization of three different accelerometers to classify the 24 h activity cycle	7
Variability of morphology in photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment	7
Intratidal compliance of the lung and the total respiratory system	7
ModelS4Apnea: leveraging structured state space models for efficient sleep apnea detection from ECG signals	7
Postural and longitudinal variability in seismocardiographic signals	7
Blood flow restriction attenuates surface mechanomyography lateral and longitudinal, but not transverse oscillations during fatiguing exercise	7
Joint low-rank tensor fusion and cross-modal attention for multimodal physiological signals based emotion recognition	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
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
Intelligent risk stratification of hypertension based on ambulatory blood pressure monitoring and machine learning algorithms	7
Analysis of time delay between non-invasively measured pulse oscillations in cerebral macro- and microcirculation	7
Integrating multimodal information in machine learning for classifying acute myocardial infarction	7
Deep learning algorithm for visual quality assessment of the spirograms	7
Radial artery pulse wave velocity: a new characterization technique and the instabilities associated with the respiratory phase and breath-holding	7
Enhancing ECG Heartbeat classification with feature fusion neural networks and dynamic minority-biased batch weighting loss function	7
A systematic review of automated prediction of sudden cardiac death using ECG signals	7
Single-channel EOG sleep staging on a heterogeneous cohort of subjects with sleep disorders	6
Comparison of single-lead and multi-lead ECG for QT variability assessment using autoregressive modelling	6
Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration	6
An empirical study of modified beat SQI based majority voting fusion method for heart-rate estimation in noisy multimodal cardiovascular signals	6
Supraventricular ectopic beats and ventricular ectopic beats detection based on improved U-net	6
Automatic identification of intracranial pressure waveform during external ventricular drainage clamping: segmentation via wavelet analysis	6
A novel analytical framework for noninvasive estimation of left ventricular pressure and pressure–volume loops	6
Esophageal balloon catheter system identification to improve respiratory effort time features and amplitude determination	6
Single sensor measurement of heel-height during the push-off phase of gait	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
Sensitivity volume as figure-of-merit for maximizing data importance in electrical impedance tomography	6
Magnetocardiography-based coronary artery disease severity assessment and localization using spatiotemporal features	6
Automatic detection of respiratory events during sleep from Polysomnography data using Layered Hidden Markov Model	6
Evaluation of raw segmental bioelectrical impedance variables throughout anterior cruciate ligament reconstruction rehabilitation	6
Increasing temporal accuracy of noninvasive fetal electrocardiogram QRS detection with modified superimposition template subtraction	6
A study on several critical problems on arrhythmia detection using varying-dimensional electrocardiography	6
Interactive slide selection algorithm and machine learning in psychophysiological memory testing	6
A lightweight U-net for ECG denoising using knowledge distillation	6
Seismocardiography as a tool for assessment of bi-ventricular pacing	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
Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers *	6
Impact of macrohemodynamic manipulations during cardiopulmonary bypass on finger microcirculation assessed by photoplethysmography signal components	5
Assessment of arteriosclerosis based on lognormal fitting	5
pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis	5
Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit	5
Exploring the limitations of blood pressure estimation using the photoplethysmography signal	5
Mathematical modelling of haemorrhagic transformation within a multiscale microvasculature network	5
Clinical applications of thoracic electrical impedance tomography in China: an updated review on recent 5 years	5
Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning	5
Classification of multi-lead ECG with deep residual convolutional neural networks	5

Convolution spatial-temporal attention network for EEG emotion recognition	5
Static and dynamic analysis of cerebral blood flow in fifty-six large arterial vessel networks	5
Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	5
Identifying time-varying dynamics of heart rate and oxygen uptake from single ramp incremental running tests	5
A deep residual inception network with channel attention modules for multi-label cardiac abnormality detection from reduced-lead ECG	5
Using the ear photoplethysmographic waveform as an early indicator of central hypovolemia in healthy volunteers utilizing LBNP induced hypovolemia model	5
3D ECG display with deep learning approach for identification of cardiac abnormalities from a variable number of leads	5
Beat the heat: wearable-based study of perceived heat stress and physiological strain in swiss track workers in a controlled climate chamber	5
Measuring psychosocial stress with heart rate variability-based methods in different health and age groups	5
Evaluation of five methods for the interpolation of bad leads in the solution of the inverse electrocardiography problem	5
A novel deep domain adaptation method for automated detection of sleep apnea/hypopnea events	5
Current trends and opportunities in the methodology of electrodermal activity measurement	5
The acute effect of bitemporal electroconvulsive therapy on synchronous changes in heart rate variability and heart rate in patients with depression	5
Determination of tidal volume by electrical impedance tomography (EIT) after indirect two-point calibration	5
HIRA: Heart Rate Interval based Rapid Alert score to characterize autonomic dysfunction among patients with sepsis-related acute respiratory failure (ARF)	5
Cerebral asymmetry representation learning-based deep subdomain adaptation network for electroencephalogram-based emotion recognition	5
An open-access simultaneous electrocardiogram and phonocardiogram database	5
Analysis of intracranial pressure pulse waveform in studies on cerebrospinal compliance: a narrative review	5
Advances in electrical impedance tomography and bioimpedance including applications in COVID-19 diagnosis and treatment	5
Monopolar and bipolar electrooculography signal characteristics due to target displacements—have we seen the whole picture?	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
Diagnosing anaemia via smartphone colorimetry of the eye in a population of pregnant women	5
Detecting elevated left ventricular end diastolic pressure from simultaneously measured femoral pressure waveform and electrocardiogram	5
Survey on portable sensing technologies for the radial artery characterization	5
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study	5
Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model	5
Visualizing functional network connectivity differences using an explainable machine-learning method	5
Impact of signal length and window size on heart rate variability and pulse rate variability metrics	4
Progress in electrical impedance tomography and bioimpedance	4
Estimating confidence intervals for cerebral autoregulation: a parametric bootstrap approach	4
Regional variations distinguish auditory from visual evoked potentials in healthy 4-week old piglets	4
Application of an accelerometer in adjusting parameters and detecting characteristics in the pacemaker rate response	4
Photoplethysmography wave morphology in patients with atrial fibrillation	4
A deep learning method for continuous noninvasive blood pressure monitoring using photoplethysmography	4
Power-MF: robust fetal QRS detection from non-invasive fetal electrocardiogram recordings	4
Influence of ambient temperature on tonic and phasic electrodermal activity components	4
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data	4
Comparison of admittance and cardiac magnetic resonance generated pressure-volume loops in a porcine model	4
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends	4
B3X: a novel efficient algorithm for accurate automated auscultatory blood pressure estimation	4
A multi-scale and multi-domain heart sound feature-based machine learning model for ACC/AHA heart failure stage classification	4
Detection of occult hemorrhage using multivariate non-invasive technologies: a porcine study	4
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification	4
Pulse wave analysis as a tool for the evaluation of resuscitation therapy in septic shock	4
An interpretable ensemble trees method with joint analysis of static and dynamic features for myocardial infarction detection	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
TSS-ConvNet for electrical impedance tomography image reconstruction	4
Long-term phase angle muscle imaging under electrical muscle stimulation (EMS) by phase angle electrical impedance tomography	4
Cerebral blood velocity during concurrent supine cycling, lower body negative pressure, and head-up tilt challenges: implications for concussion rehabilitation	4
Automatic ECG-based detection of left ventricular hypertrophy and its predictive value in haemodialysis patients	4
The 2023 wearable photoplethysmography roadmap	4
Changes of oscillogram envelope maximum with blood pressure and aging: a quantitative observation	4
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel	4
Assessment of the relational strength between triggers detected in physiological signals and the occurrence of atrial fibrillation episodes	4
Early impairment of two arms of the baroreflex response in young normotensive patients with obesity	4
Physiological sensor data cleaning with autoencoders	3
Seizures detection using multimodal signals: a scoping review	3
Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting	3
Algorithmic detection of sleep-disordered breathing using respiratory signals: a systematic review	3
Automated detection of schizophrenia using deep learning: a review for the last decade	3
RETRACTED: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	3
Time delays between physiological signals in interpreting the body’s responses to intermittent hypoxia in obstructive sleep apnea	3
Sampling rate requirement for accurate calculation of heart rate and its variability based on the electrocardiogram	3
Impact and workload are dominating on-field data monitoring techniques to track health and well-being of team-sports athletes	3
ETucker: a constrained tensor decomposition for single trial ERP extraction	3
Association between phase angle and body composition components in adolescent athletes: a cross-sectional study	3
Quantifying tidal expiratory flow limitation using a vector-based analysis technique	3
Fully convolutional neural network and PPG signal for arterial blood pressure waveform estimation	3
Cardiovascular risk and mortality prediction in patients suspected of sleep apnea: a model based on an artificial intelligence system	3
Human microvascular reactivity: a review of vasomodulating stimuli and non-invasive imaging assessment	3
The truth Hertz—synchronization of electroencephalogram signals with physiological waveforms recorded in an intensive care unit	3
Editorial: Control of cerebral blood flow	3
Adaptive threshold algorithm for detecting EEG-interburst intervals in extremely preterm neonates	3
Accuracy enhancement in reflective pulse oximetry by considering wavelength-dependent pathlengths	3
SEResUTer: a deep learning approach for accurate ECG signal delineation and atrial fibrillation detection	3
A dynamic learning-based ECG feature extraction method for myocardial infarction detection	3
A randomised trial evaluating mask ventilation using electrical impedance tomography during anesthetic induction: one-handed technique versus two-handed technique	3
ST-CIRL: a reinforcement learning-based feature selection approach for enhanced anxiety classification	3
Continuous blood pressure monitoring by photoplethysmography - signal preprocessing requirements based on blood flow modelling	3
Increasing accuracy of pulse arrival time estimation in low frequency recordings	3
Analytical solution to Windkessel models using piecewise linear aortic flow waveform	3
Regurgitation during the fully supported condition of the percutaneous left ventricular assist device	3
Standard-based personalized healthcare delivery for kidney illness using deep learning	3
From motion to emotion: exploring challenging behaviors in autism spectrum disorder through analysis of wearable physiology and movement	3
Changes in physiological signal entropy in patients with obstructive sleep apnoea: a systematic review	3
Electrical impedance tomography: a potential tool for intraoperative imaging of the tongue base	3
Estimation of aortic pulse wave velocity based on waveform decomposition of central aortic pressure waveform	3
Phase angle and impedance ratio as meta-inflammation biomarkers after a colon cleansing protocol in a group of overweight young women	3
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations	3
Agreement between standard and continuous wireless vital sign measurements after major abdominal surgery: a clinical comparison study	3
Conventional and deep learning methods in heart rate estimation from RGB face videos	3
Rapid patient-specific FEM meshes from 3D smart-phone based scans	3
Investigating spatial variations in dynamic cerebral autoregulation through a computational model of stenosis	3
Temporal complexity of EEG encodes human alertness	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