Physiological Measurement

Article	Citations
Automated detection of air trapping from mechanical ventilation waveform through interpretable dual-channel 1D convolutional neural network	138
Estimation of apnea-hypopnea index uncertainty in the presence of long wake bouts and overdispersion	97
The effect of prolonged conditionally automated driving on fatigue, physiological activity, and takeover performance: a driving simulator experiment	80
One-week test–retest stability of heart rate variability during rest and deep breathing	58
A systematic review of contactless respiratory rate measurement using RGB cameras	54
Determinants of the dynamic cerebral critical closing pressure response to changes in mean arterial pressure	40
Heart rate variability (HRV) during acute stress: a comparison of three methods for time–frequency analysis	38
Lung area estimation using functional tidal electrical impedance variation images and active contouring	36
A wireless physiological parameter monitoring system with a treatment feedback function during neonatal phototherapy	29
MLP-RL-CRD: diagnosis of cardiovascular risk in athletes using a reinforcement learning-based multilayer perceptron	27
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory	26
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review	26
Pilot study of contactless sleep apnea detection based on snore signals with hardware implementation	26
Predicting seizure episodes and high-risk events in autism through adverse behavioral patterns	25
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning	25
LumEDA: image luminance based contactless correlates of electrodermal responses	24
Machine learning for triage of strokes with large vessel occlusion using photoplethysmography biomarkers	23
Bio-potential noise of dry printed electrodes: physiology versus the skin-electrode impedance	22
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology	22
Automated classification of seizure onset pattern using intracranial electroencephalogram signal of non-human primates	21
Cardiac index as a surrogate marker for anxiety in pediatric patients undergoing ambulatory endoscopy: a prospective cohort study	21
Physics-informed neural networks for physiological signal processing and modeling: a narrative review	21
LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization	21
Automatic identifying OSAHS patients and simple snorers based on Gaussian mixture models	20
Bidirectional analysis of seizure patterns and menstrual cycle phases extracted from physiological signals	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
Electrical impedance myography method of measuring anisotropic tongue tissue	19
A lightweight deep learning approach for detecting electrocardiographic lead misplacement	18
Turning glasses into sensors: capacitive facial expression recognition under frame geometry constraints	17
Complexity analysis of heart rate variability: application to Holter monitoring in patients with hereditary angioedema due to C1 inhibitor deficiency	16
Pitfalls and possibilities of using Root SedLine for continuous assessment of EEG waveform-based metrics in intensive care research	16
Uterine slow wave: directionality and changes with imminent delivery	16
Continuous monitoring methods of cerebral compliance and compensatory reserve: a scoping review of human literature	16
ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization	16
BP-diff: a conditional diffusion model for cuffless continuous BP waveform estimation using U-Net	15
Time-of-flight abdominal wall displacement for non-invasive longitudinal monitoring of pulmonary function	15
Comparison of Guzik’s and Porta’s indices of heart rate asymmetry	15
The temporal neurovascular coupling response remains intact during sinusoidal hypotensive and hypertensive challenges	14
Remote photoplethysmography for contactless pulse rate monitoring: algorithm development and accuracy assessment	14
Generative adversarial networks with fully connected layers to denoise PPG signals	14
SchizoNET: a robust and accurate Margenau–Hill time-frequency distribution based deep neural network model for schizophrenia detection using EEG signals	14
Progression of total training volume in resistance training studies and its application to skeletal muscle growth	14
Maximum a posteriori detection of heartbeats from a chest-worn accelerometer	14
Autonomic control of heart and vessels in patients with very early stage of Parkinson disease	14
Reconsider photoplethysmogram signal quality assessment in the free living environment	14
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals	14
Research on nighttime IPPG algorithm based on ROI delay expansion and fundamental frequency constrained FastICA	13
Individualized monitoring of heat illness risk: novel adaptive physiological strain index to assess exercise-heat strain from athletes to fully encapsulated workers	13
Computational modeling for the quantitative assessment of cardiac autonomic response to orthostatic stress	13
Electrical impedance tomography for stroke volume monitoring: a narrative review on signal processing, experimental and clinical applications	13
Parallel convolutional neural networks for non-invasive cardiac hemodynamic estimation: integrating uncalibrated PPG signals with nonlinear feature analysis	13
Automated system for diagnosing pulmonary fibrosis using crackle analysis in recorded lung sounds based on iterative envelope mean fractal dimension filter	13
A two-branch framework for blood pressure estimation using photoplethysmography signals with deep learning and clinical prior physiological knowledge	13
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data	12
Evaluation of adjacent and opposite current injection patterns for a wearable chest electrical impedance tomography system	12
Template-based synergy extrapolation analysis for prediction of muscle excitations	12
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	12
A ventilatable physical four compartment model of the rat thorax for electrical impedance tomography	12
Corrigendum: Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-Lead ECGs (2022 Physiol. Meas. 43	12
Reference values for triceps surae tissue oxygen saturation by near-infrared spectroscopy	12
Understanding the physiological transmission mechanisms of photoplethysmography signals: a comprehensive review	12
A cross species thermoelectric and spatiotemporal analysis of alternans in live explanted hearts using dual voltage-calcium fluorescence optical mapping	12
Validity of ActivPAL CREA software detection of sitting and lying during free-living conditions	12
Evaluation of transformation invariant loss function with distance equilibrium in prediction of imaging photoplethysmography characteristics	12
Remote photoplethysmography based on reflected light angle estimation	12
Regional ventilation distribution before and after laparoscopic lung parenchymal resection	11
Improving generalization performance of electrocardiogram classification models	11
Lung volumes measurement using novel pressure derived method in participants with obstructive, restrictive and healthy lungs	11
LUNet: deep learning for the segmentation of arterioles and venules in high resolution fundus images	11
Retraction: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	11
Evaluation of three approaches used for respiratory measurement in healthy subjects	11
Inter-site generalizability of EEG based age prediction algorithms in the preterm infant	11
Mathematical modeling of the respiratory system in swine with acute respiratory distress syndrome	11
Validity and reliability of the DANU sports system for walking and running gait assessment	11
Anti-motion imaging photoplethysmography via self-adaptive multi-ROI tracking and selection	11

An attention-based temporal convolutional network for rodent sleep stage classification across species, mutants and experimental environments with single-channel electroencephalogram	11
The hemodynamic cardiac profiler volume-time curves and related parameters: an MRI validation study	11
Accuracy of flow volume estimation in the dilated aorta using 4D flow MRI: a pulsatile phantom study	10
A robust temporal metric of ventilation inhomogeneity in electrical impedance tomography	10
Seismocardiography-based estimation of hemodynamic parameters during submaximal ergometer test	10
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	10
SLPM: a lightweight deep learning model for end-to-end paper ECG digitization	10
Advanced repeated structuring and learning procedure to detect acute myocardial ischemia in serial 12-lead ECGs	10
CS-based multi-task learning network for arrhythmia reconstruction and classification using ECG signals	10
Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction	10
Continuous blood pressure monitoring via hemodynamic parameter and pulse transit time derived from capacitive sensing pads	10
Sulfur hexafluoride multiple breath washin and washout outcomes in infants are not interchangeable	10
A novel deep learning package for electrocardiography research	10
Multi-label classification of reduced-lead ECGs using an interpretable deep convolutional neural network	10
A novel non-contact heart rate measurement method based on EEMD combined with FastICA	10
Automatic sleep staging from CPAP airflow using a dual fusion multi-period convolutional neural network	9
Promoting motor skills in preschool age: a focus on balance regulation	9
A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test	9
The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours	9
Self-critical strategy adjustment based artificial intelligence method in generating diagnostic reports of respiratory diseases	9
Analysis of differential photoplethysmography signal patterns in apnea and hypopnea	9
Methods and evaluation of physiological measurements with acoustic stimuli—a systematic review	9
Determination of resistance at zero and infinite frequencies in bioimpedance spectroscopy for assessment of body composition in babies	9
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network	9
Machine learning-based information flow analysis of ECG signals for long QT syndrome	9
Improved state refinement for LSTM determined 3D CAISR-LSTM model for automatic myocardial infarction detection	9
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection	9
Estimation of carotid-femoral pulse wave velocity from finger photoplethysmography signal	9
The regional ventilation distribution monitored by electrical impedance tomography during anesthesia induction with head-rotated mask ventilation	9
Algorithmic derivation of optimal CPP, MAP, and BIS targets from cerebrovascular reactivity indices: a systematic scoping review	8
Multi-source deep domain adaptation ensemble framework for cross-dataset motor imagery EEG transfer learning	8
ModelS4Apnea: leveraging structured state space models for efficient sleep apnea detection from ECG signals	8
Joint low-rank tensor fusion and cross-modal attention for multimodal physiological signals based emotion recognition	8
Continuous non-invasive extraction of hemodynamic variables from thoracocardiographic signals using the ensemble averaging technique: validation in anesthetized rats without ventilatory support	8
Deep feature-domain matching for cardiac-related component separation from a chest electrical impedance tomography image series: proof-of-concept study	8
Deep learning based automated assessment of end-inspiratory pause maneuver reliability in invasive mechanical ventilation	8
Analysis of time delay between non-invasively measured pulse oscillations in cerebral macro- and microcirculation	8
Emotion recognition from auditory autonomous sensory meridian response (ASMR) using multi-modal physiological signals	8
Intelligent risk stratification of hypertension based on ambulatory blood pressure monitoring and machine learning algorithms	8
A systematic review of automated prediction of sudden cardiac death using ECG signals	8
Enhancing ECG Heartbeat classification with feature fusion neural networks and dynamic minority-biased batch weighting loss function	8
An interpretable shapelets-based method for myocardial infarction detection using dynamic learning and deep learning	8
Artifact identification and removal methodologies for intracranial pressure signals: a systematic scoping review	8
Postural and longitudinal variability in seismocardiographic signals	8
Towards real-time sleep stage classification: a deep learning approach leveraging PPG and ECG	8
CDG-MACE score: an interpretable scoring model for risk stratification in emergency chest pain with normal ECG	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
Recurrence quantification analysis of uterine vectormyometriogram reveals differences between normal-weight and overweight parturient women	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
Visualization deep learning model for automatic arrhythmias classification	8
Radial artery pulse wave velocity: a new characterization technique and the instabilities associated with the respiratory phase and breath-holding	7
Variability of morphology in photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment	7
GPT-PPG: a GPT-based foundation model for photoplethysmography signals	7
The challenge in finding a simple, accurate, reliable, and affordable tool for the objective assessment of excessive daytime sleepiness (EDS)	7
Integrating multimodal information in machine learning for classifying acute myocardial infarction	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
Extreme variability of vascular responses to slightly different abduction angles during abduction and external rotation tests, in patients with suspected thoracic outlet syndrome	7
Measurement of sodium in soft tissue and bone in a sodium diet intervention study using in vivo neutron activation analysis	7
Deep learning algorithm for visual quality assessment of the spirograms	7
Harmonization of three different accelerometers to classify the 24 h activity cycle	7
Deep learning approach for stroke volume variation estimation: retrospective modeling and prospective deployment in real-world practice	7
Increasing temporal accuracy of noninvasive fetal electrocardiogram QRS detection with modified superimposition template subtraction	7
Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers *	6
Analysis of intracranial pressure pulse waveform in studies on cerebrospinal compliance: a narrative review	6
Automatic identification of intracranial pressure waveform during external ventricular drainage clamping: segmentation via wavelet analysis	6
Sensitivity volume as figure-of-merit for maximizing data importance in electrical impedance tomography	6
A study on several critical problems on arrhythmia detection using varying-dimensional electrocardiography	6
Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration	6
Esophageal balloon catheter system identification to improve respiratory effort time features and amplitude determination	6
Exploring the limitations of blood pressure estimation using the photoplethysmography signal	6
pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis	6
Evaluation of raw segmental bioelectrical impedance variables throughout anterior cruciate ligament reconstruction rehabilitation	6
A deep residual inception network with channel attention modules for multi-label cardiac abnormality detection from reduced-lead ECG	6
Seismocardiography as a tool for assessment of bi-ventricular pacing	6
The effects of aging on left ventricular diastolic function evaluated with 4D flow MRI: a novel approach using mitral velocity and propagation velocity measurements	6
Single-channel EOG sleep staging on a heterogeneous cohort of subjects with sleep disorders	6
A lightweight U-net for ECG denoising using knowledge distillation	6
A novel analytical framework for noninvasive estimation of left ventricular pressure and pressure–volume loops	6
Supraventricular ectopic beats and ventricular ectopic beats detection based on improved U-net	6

An empirical study of modified beat SQI based majority voting fusion method for heart-rate estimation in noisy multimodal cardiovascular signals	6
Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit	6
An open-access simultaneous electrocardiogram and phonocardiogram database	6
Beat the heat: wearable-based study of perceived heat stress and physiological strain in swiss track workers in a controlled climate chamber	6
Magnetocardiography-based coronary artery disease severity assessment and localization using spatiotemporal features	6
Intratidal compliance of the lung and the total respiratory system	6
Reduction of motion artifacts from photoplethysmography signals using learned convolutional sparse coding	6
Interactive slide selection algorithm and machine learning in psychophysiological memory testing	6
Comparison of single-lead and multi-lead ECG for QT variability assessment using autoregressive modelling	6
Cognitive impairment assessment using eye-tracking: multilevel saccade paradigms with differential analysis and attention-based neural networks	6
3D ECG display with deep learning approach for identification of cardiac abnormalities from a variable number of leads	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	5
Diagnosing anaemia via smartphone colorimetry of the eye in a population of pregnant women	5
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data	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
Bioimpedance for peripheral edema assessment in heart failure and clinical practice: a systematic review	5
Monopolar and bipolar electrooculography signal characteristics due to target displacements—have we seen the whole picture?	5
Chronic hyperglycemia is associated with vascular gain impairment in microangiopathic lacunar stroke	5
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
Using the ear photoplethysmographic waveform as an early indicator of central hypovolemia in healthy volunteers utilizing LBNP induced hypovolemia model	5
Static and dynamic analysis of cerebral blood flow in fifty-six large arterial vessel networks	5
Influence of ambient temperature on tonic and phasic electrodermal activity components	5
Early impairment of two arms of the baroreflex response in young normotensive patients with obesity	5
The acute effect of bitemporal electroconvulsive therapy on synchronous changes in heart rate variability and heart rate in patients with depression	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
Identifying time-varying dynamics of heart rate and oxygen uptake from single ramp incremental running tests	5
Evaluation of five methods for the interpolation of bad leads in the solution of the inverse electrocardiography problem	5
Assessment of arteriosclerosis based on lognormal fitting	5
Signal-Based Assessment of Postural Stability Using ECG, EMG, and Center of Pressure Measures	5
Impact of macrohemodynamic manipulations during cardiopulmonary bypass on finger microcirculation assessed by photoplethysmography signal components	5
Reliability of resting-state photoplethysmogram-based pulse rate variability in lifespan samples: implications for cardiovascular research	5
Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	5
Detecting elevated left ventricular end diastolic pressure from simultaneously measured femoral pressure waveform and electrocardiogram	5
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study	5
A novel deep domain adaptation method for automated detection of sleep apnea/hypopnea events	5
Continuous multimodal physiological monitoring during the Race Across America (RAAM) of a 58-year-old athlete	5
Survey on portable sensing technologies for the radial artery characterization	5
Power-MF: robust fetal QRS detection from non-invasive fetal electrocardiogram recordings	4
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel	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
StructEIT: realistic 3D EIT model generation from CT scans for deep learning applications	4
A multimodal fusion network for heart sound abnormality detection and classification	4
Core body temperature estimation from heart rate via multi-model Kalman filtering and variance-based fusion	4
The 2023 wearable photoplethysmography roadmap	4
Impact of signal length and window size on heart rate variability and pulse rate variability metrics	4
Acute effects of FIFA 11+ warm-up on skin temperature in male and female amateur soccer players	4
An interpretable ensemble trees method with joint analysis of static and dynamic features for myocardial infarction detection	4
Long-term phase angle muscle imaging under electrical muscle stimulation (EMS) by phase angle electrical impedance tomography	4
Classification of multi-lead ECG with deep residual convolutional neural networks	4
Visualizing functional network connectivity differences using an explainable machine-learning method	4
Regional variations distinguish auditory from visual evoked potentials in healthy 4 week old piglets	4
A randomised trial evaluating mask ventilation using electrical impedance tomography during anesthetic induction: one-handed technique versus two-handed technique	4
Photoplethysmography wave morphology in patients with atrial fibrillation	4
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations	4
Continuous blood pressure monitoring by photoplethysmography - signal preprocessing requirements based on blood flow modelling	4
Electrical bioimpedance analysis of structural modifications in biological tissues caused by a static magnetic field	4
B 3 X: a novel efficient algorithm for accurate automated auscultatory blood pressure estimation	4
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends	4
A deep learning method for continuous noninvasive blood pressure monitoring using photoplethysmography	4
Assessment of the relational strength between triggers detected in physiological signals and the occurrence of atrial fibrillation episodes	4
Comparison of admittance and cardiac magnetic resonance generated pressure-volume loops in a porcine model	4
Simultaneous assessments of local muscle quantity and quality by electrical impedance tomography (EIT) imaging	4
Cerebral blood velocity during concurrent supine cycling, lower body negative pressure, and head-up tilt challenges: implications for concussion rehabilitation	4
A teacher–student deep learning framework for enhanced clinical screening of heart failure from 12-lead electrocardiograms	4
ETucker: a constrained tensor decomposition for single trial ERP extraction	4
Regurgitation during the fully supported condition of the percutaneous left ventricular assist device	4
Progress in electrical impedance tomography and bioimpedance	4
Automatic ECG-based detection of left ventricular hypertrophy and its predictive value in haemodialysis patients	4
Association between phase angle and body composition components in adolescent athletes: a cross-sectional study	4
Relationship between cerebral near-infrared spectroscopy signals and intracranial pressure: a systematic scoping review of the human and animal literature	4
Pulse wave analysis as a tool for the evaluation of resuscitation therapy in septic shock	4
Inpainting for artifact restoration in rPPG signals: a tool for real-world applicability in wellness and driver monitoring systems	4
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification	4
SleepPPG-Net2: deep learning generalization for sleep staging from photoplethysmography	4
DUDE: deep unsupervised domain adaptation using variable nEighbors for physiological time series analysis	4
Clinical applications of thoracic electrical impedance tomography in China: an updated review on recent 5 years	4
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
In vivo evaluation of human calf blood pressure by using different external compression strategies	3
Seizures detection using multimodal signals: a scoping review	3
Rapid patient-specific FEM meshes from 3D smart-phone based scans	3
Accelerometer-based estimation of respiratory rate using principal component analysis and autocorrelation	3
Automatically detecting OSAHS patients based on transfer learning and model fusion	3
Hemodynamics and contact simulation investigation of coronary artery stents after interventional surgery	3
Algorithmic detection of sleep-disordered breathing using respiratory signals: a systematic review	3
The impact of controlled breathing on autonomic nervous system modulation: analysis using phase-rectified signal averaging, entropy and heart rate variability	3
The truth Hertz—synchronization of electroencephalogram signals with physiological waveforms recorded in an intensive care unit	3
Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control	3
Assessment of alternative metrics in the application of infrared thermography to detect muscle damage in sports	3
Photoplethysmography imaging to assess facial perfusion under simulated hypovolemia	3
Automated detection of schizophrenia using deep learning: a review for the last decade	3
Association between early stage N2 sleep spindle burst characteristics and vigilance groups: an observational study on patients from a tertiary sleep centre	3