Physiological Measurement

Article	Citations
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning	104
LumEDA: image luminance based contactless correlates of electrodermal responses	96
Pilot study of contactless sleep apnea detection based on snore signals with hardware implementation	76
A wireless physiological parameter monitoring system with a treatment feedback function during neonatal phototherapy	68
Machine learning for triage of strokes with large vessel occlusion using photoplethysmography biomarkers	62
Automated detection of air trapping from mechanical ventilation waveform through interpretable dual-channel 1D convolutional neural network	53
Determinants of the dynamic cerebral critical closing pressure response to changes in mean arterial pressure	48
Interbeat interval-based sleep staging: work in progress toward real-time implementation	35
Predicting seizure episodes and high-risk events in autism through adverse behavioral patterns	35
Lung area estimation using functional tidal electrical impedance variation images and active contouring	33
One-week test–retest stability of heart rate variability during rest and deep breathing	27
Bio-potential noise of dry printed electrodes: physiology versus the skin-electrode impedance	25
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review	24
A systematic review of contactless respiratory rate measurement using RGB cameras	23
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory	22
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography	22
Automatic identifying OSAHS patients and simple snorers based on Gaussian mixture models	21
Estimation of apnea-hypopnea index uncertainty in the presence of long wake bouts and overdispersion	21
MLP-RL-CRD: diagnosis of cardiovascular risk in athletes using a reinforcement learning-based multilayer perceptron	21
A lightweight deep learning approach for detecting electrocardiographic lead misplacement	20
Electrical impedance myography method of measuring anisotropic tongue tissue	20
Cardiac index as a surrogate marker for anxiety in pediatric patients undergoing ambulatory endoscopy: a prospective cohort study	19
LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization	19
Automated classification of seizure onset pattern using intracranial electroencephalogram signal of non-human primates	18
Continuous monitoring methods of cerebral compliance and compensatory reserve: a scoping review of human literature	18

Bidirectional analysis of seizure patterns and menstrual cycle phases extracted from physiological signals	18
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology	17
Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type	16
ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization	16
Physics-informed neural networks for physiological signal processing and modeling: a narrative review	14
Progression of total training volume in resistance training studies and its application to skeletal muscle growth	14
Uterine slow wave: directionality and changes with imminent delivery	14
Pitfalls and possibilities of using Root SedLine for continuous assessment of EEG waveform-based metrics in intensive care research	14
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	13
A two-branch framework for blood pressure estimation using photoplethysmography signals with deep learning and clinical prior physiological knowledge	13
Autonomic control of heart and vessels in patients with very early stage of Parkinson disease	13
Remote photoplethysmography for contactless pulse rate monitoring: algorithm development and accuracy assessment	13
Establishing best practices in photoplethysmography signal acquisition and processing	13
Generative adversarial networks with fully connected layers to denoise PPG signals	13
BP-diff: a conditional diffusion model for cuffless continuous BP waveform estimation using U-Net	13
SchizoNET: a robust and accurate Margenau–Hill time-frequency distribution based deep neural network model for schizophrenia detection using EEG signals	13
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals	13
Reconsider photoplethysmogram signal quality assessment in the free living environment	13
Maximum a posteriori detection of heartbeats from a chest-worn accelerometer	13
The temporal neurovascular coupling response remains intact during sinusoidal hypotensive and hypertensive challenges	13
Automated system for diagnosing pulmonary fibrosis using crackle analysis in recorded lung sounds based on iterative envelope mean fractal dimension filter	12
Computational modeling for the quantitative assessment of cardiac autonomic response to orthostatic stress	12
A cross species thermoelectric and spatiotemporal analysis of alternans in live explanted hearts using dual voltage-calcium fluorescence optical mapping	12
Research on nighttime IPPG algorithm based on ROI delay expansion and fundamental frequency constrained FastICA	12
Evaluation of transformation invariant loss function with distance equilibrium in prediction of imaging photoplethysmography characteristics	12
Reference values for triceps surae tissue oxygen saturation by near-infrared spectroscopy	12
Corrigendum: Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-Lead ECGs (2022 Physiol. Meas. 43 034001)	12
Individualized monitoring of heat illness risk: novel adaptive physiological strain index to assess exercise-heat strain from athletes to fully encapsulated workers	12
Evaluation of adjacent and opposite current injection patterns for a wearable chest electrical impedance tomography system	11
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data	11
Template-based synergy extrapolation analysis for prediction of muscle excitations	11
Retraction: Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	11
Validity of ActivPAL CREA software detection of sitting and lying during free-living conditions	11
The hemodynamic cardiac profiler volume-time curves and related parameters: an MRI validation study	11
Validity and reliability of the DANU sports system for walking and running gait assessment	11
Lung volumes measurement using novel pressure derived method in participants with obstructive, restrictive and healthy lungs	11
Parallel convolutional neural networks for non-invasive cardiac hemodynamic estimation: integrating uncalibrated PPG signals with nonlinear feature analysis	11
Inter-site generalizability of EEG based age prediction algorithms in the preterm infant	11
Anti-motion imaging photoplethysmography via self-adaptive multi-ROI tracking and selection	11
Evaluation of three approaches used for respiratory measurement in healthy subjects	11
A novel non-contact heart rate measurement method based on EEMD combined with FastICA	10
A portable fan-based device for evaluating lung function in horses by the forced oscillation technique	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
Sulfur hexafluoride multiple breath washin and washout outcomes in infants are not interchangeable	10
CS-based multi-task learning network for arrhythmia reconstruction and classification using ECG signals	10
Multi-label classification of reduced-lead ECGs using an interpretable deep convolutional neural network	10
Regional ventilation distribution before and after laparoscopic lung parenchymal resection	10
LUNet: deep learning for the segmentation of arterioles and venules in high resolution fundus images	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
Accuracy of flow volume estimation in the dilated aorta using 4D flow MRI: a pulsatile phantom study	10
Improving generalization performance of electrocardiogram classification models	10
Understanding the physiological transmission mechanisms of photoplethysmography signals: a comprehensive review	10
Improved state refinement for LSTM determined 3D CAISR-LSTM model for automatic myocardial infarction detection	9
Methods and evaluation of physiological measurements with acoustic stimuli—a systematic review	9
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection	9
A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test	9
Estimation of carotid-femoral pulse wave velocity from finger photoplethysmography signal	9
Recurrence quantification analysis of uterine vectormyometriogram reveals differences between normal-weight and overweight parturient women	9
A novel deep learning package for electrocardiography research	9
Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction	9
The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours	9
Determination of resistance at zero and infinite frequencies in bioimpedance spectroscopy for assessment of body composition in babies	9
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	9
Advanced repeated structuring and learning procedure to detect acute myocardial ischemia in serial 12-lead ECGs	9
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network	9
Promoting motor skills in preschool age: a focus on balance regulation	9
Self-critical strategy adjustment based artificial intelligence method in generating diagnostic reports of respiratory diseases	9
The regional ventilation distribution monitored by electrical impedance tomography during anesthesia induction with head-rotated mask ventilation	9
Visualization deep learning model for automatic arrhythmias classification	8
Continuous non-invasive extraction of hemodynamic variables from thoracocardiographic signals using the ensemble averaging technique: validation in anesthetized rats without ventilatory support	8
A systematic review of automated prediction of sudden cardiac death using ECG signals	8
Harmonization of three different accelerometers to classify the 24 h activity cycle	8
An interpretable shapelets-based method for myocardial infarction detection using dynamic learning and deep learning	8
Simplifying the hardware requirements for fast neural EIT of peripheral nerves	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
Enhancing ECG Heartbeat classification with feature fusion neural networks and dynamic minority-biased batch weighting loss function	8
Variability of morphology in photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment	8
Deep feature-domain matching for cardiac-related component separation from a chest electrical impedance tomography image series: proof-of-concept study	8
Artifact identification and removal methodologies for intracranial pressure signals: a systematic scoping review	8
Joint low-rank tensor fusion and cross-modal attention for multimodal physiological signals based emotion recognition	8
Blood flow restriction attenuates surface mechanomyography lateral and longitudinal, but not transverse oscillations during fatiguing exercise	8
Analysis of time delay between non-invasively measured pulse oscillations in cerebral macro- and microcirculation	8
Deep learning algorithm for visual quality assessment of the spirograms	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
Increasing temporal accuracy of noninvasive fetal electrocardiogram QRS detection with modified superimposition template subtraction	7
Postural and longitudinal variability in seismocardiographic signals	7
ModelS4Apnea: leveraging structured state space models for efficient sleep apnea detection from ECG signals	7
Clinical potential of pupillary light reflex and heart rate variability parameters as objective indicators of tonsillectomy-induced pain	7
Radial artery pulse wave velocity: a new characterization technique and the instabilities associated with the respiratory phase and breath-holding	7
Interactive slide selection algorithm and machine learning in psychophysiological memory testing	7
Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration	7
Sensitivity volume as figure-of-merit for maximizing data importance in electrical impedance tomography	7
Integrating multimodal information in machine learning for classifying acute myocardial infarction	7
Intelligent risk stratification of hypertension based on ambulatory blood pressure monitoring and machine learning algorithms	7
Measurement of sodium in soft tissue and bone in a sodium diet intervention study using in vivo neutron activation analysis	7
GPT-PPG: a GPT-based foundation model for photoplethysmography signals	7
Esophageal balloon catheter system identification to improve respiratory effort time features and amplitude determination	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
Exploring the limitations of blood pressure estimation using the photoplethysmography signal	6
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
The challenge in finding a simple, accurate, reliable, and affordable tool for the objective assessment of excessive daytime sleepiness (EDS)	6
Magnetocardiography-based coronary artery disease severity assessment and localization using spatiotemporal features	6
A study on several critical problems on arrhythmia detection using varying-dimensional electrocardiography	6
Automatic detection of respiratory events during sleep from Polysomnography data using Layered Hidden Markov Model	6
Automatic identification of intracranial pressure waveform during external ventricular drainage clamping: segmentation via wavelet analysis	6
pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis	6
Analysis of intracranial pressure pulse waveform in studies on cerebrospinal compliance: a narrative review	6
An empirical study of modified beat SQI based majority voting fusion method for heart-rate estimation in noisy multimodal cardiovascular signals	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	6
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
Intratidal compliance of the lung and the total respiratory system	6
Supraventricular ectopic beats and ventricular ectopic beats detection based on improved U-net	6
Assessment of arteriosclerosis based on lognormal fitting	6
Current trends and opportunities in the methodology of electrodermal activity measurement	6
An open-access simultaneous electrocardiogram and phonocardiogram database	6
Advances in electrical impedance tomography and bioimpedance including applications in COVID-19 diagnosis and treatment	6
Cognitive impairment assessment using eye-tracking: multilevel saccade paradigms with differential analysis and attention-based neural networks	6
Beat the heat: wearable-based study of perceived heat stress and physiological strain in swiss track workers in a controlled climate chamber	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
Using the ear photoplethysmographic waveform as an early indicator of central hypovolemia in healthy volunteers utilizing LBNP induced hypovolemia model	6
Seismocardiography as a tool for assessment of bi-ventricular pacing	6
Continuous multimodal physiological monitoring during the Race Across America (RAAM) of a 58-year-old athlete	6
Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit	6

Cerebral asymmetry representation learning-based deep subdomain adaptation network for electroencephalogram-based emotion recognition	6
A deep residual inception network with channel attention modules for multi-label cardiac abnormality detection from reduced-lead ECG	6
From 12 to 1 ECG lead: multiple cardiac condition detection mixing a hybrid machine learning approach with a one-versus-rest classification strategy	5
Monopolar and bipolar electrooculography signal characteristics due to target displacements—have we seen the whole picture?	5
Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	5
Clinical applications of thoracic electrical impedance tomography in China: an updated review on recent 5 years	5
Assessment of the relational strength between triggers detected in physiological signals and the occurrence of atrial fibrillation episodes	5
Diagnosing anaemia via smartphone colorimetry of the eye in a population of pregnant women	5
Influence of ambient temperature on tonic and phasic electrodermal activity components	5
Evaluation of five methods for the interpolation of bad leads in the solution of the inverse electrocardiography problem	5
Cerebral blood velocity during concurrent supine cycling, lower body negative pressure, and head-up tilt challenges: implications for concussion rehabilitation	5
Mathematical modelling of haemorrhagic transformation within a multiscale microvasculature network	5
Bioimpedance for peripheral edema assessment in heart failure and clinical practice: a systematic review	5
Chronic hyperglycemia is associated with vascular gain impairment in microangiopathic lacunar stroke	5
Detecting elevated left ventricular end diastolic pressure from simultaneously measured femoral pressure waveform and electrocardiogram	5
The acute effect of bitemporal electroconvulsive therapy on synchronous changes in heart rate variability and heart rate in patients with depression	5
TSS-ConvNet for electrical impedance tomography image reconstruction	5
Early impairment of two arms of the baroreflex response in young normotensive patients with obesity	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
Comparison of admittance and cardiac magnetic resonance generated pressure-volume loops in a porcine model	5
Impact of macrohemodynamic manipulations during cardiopulmonary bypass on finger microcirculation assessed by photoplethysmography signal components	5
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study	5
Survey on portable sensing technologies for the radial artery characterization	5
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data	5
Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning	5
Visualizing functional network connectivity differences using an explainable machine-learning method	5
A novel deep domain adaptation method for automated detection of sleep apnea/hypopnea events	5
Classification of multi-lead ECG with deep residual convolutional neural networks	5
Static and dynamic analysis of cerebral blood flow in fifty-six large arterial vessel networks	5
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel	5
SleepPPG-Net2: deep learning generalization for sleep staging from photoplethysmography	5
Measuring psychosocial stress with heart rate variability-based methods in different health and age groups	5
Determination of tidal volume by electrical impedance tomography (EIT) after indirect two-point calibration	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
Identifying time-varying dynamics of heart rate and oxygen uptake from single ramp incremental running tests	5
SEResUTer: a deep learning approach for accurate ECG signal delineation and atrial fibrillation detection	4
Relationship between cerebral near-infrared spectroscopy signals and intracranial pressure: a systematic scoping review of the human and animal literature	4
Investigating spatial variations in dynamic cerebral autoregulation through a computational model of stenosis	4
Increasing accuracy of pulse arrival time estimation in low frequency recordings	4
Conventional and deep learning methods in heart rate estimation from RGB face videos	4
Regurgitation during the fully supported condition of the percutaneous left ventricular assist device	4
Long-term phase angle muscle imaging under electrical muscle stimulation (EMS) by phase angle electrical impedance tomography	4
An interpretable ensemble trees method with joint analysis of static and dynamic features for myocardial infarction detection	4
B3X: a novel efficient algorithm for accurate automated auscultatory blood pressure estimation	4
Regional variations distinguish auditory from visual evoked potentials in healthy 4-week old piglets	4
Pulse wave analysis as a tool for the evaluation of resuscitation therapy in septic shock	4
Detection of occult hemorrhage using multivariate non-invasive technologies: a porcine study	4
Association between phase angle and body composition components in adolescent athletes: a cross-sectional study	4
Sampling rate requirement for accurate calculation of heart rate and its variability based on the electrocardiogram	4
Temporal complexity of EEG encodes human alertness	4
Analytical solution to Windkessel models using piecewise linear aortic flow waveform	4
ETucker: a constrained tensor decomposition for single trial ERP extraction	4
DUDE: deep unsupervised domain adaptation using variable nEighbors for physiological time series analysis	4
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification	4
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends	4
Automatic ECG-based detection of left ventricular hypertrophy and its predictive value in haemodialysis patients	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
A randomised trial evaluating mask ventilation using electrical impedance tomography during anesthetic induction: one-handed technique versus two-handed technique	4
Progress in electrical impedance tomography and bioimpedance	4
Photoplethysmography wave morphology in patients with atrial fibrillation	4
Application of an accelerometer in adjusting parameters and detecting characteristics in the pacemaker rate response	4
Changes of oscillogram envelope maximum with blood pressure and aging: a quantitative observation	4
Continuous blood pressure monitoring by photoplethysmography - signal preprocessing requirements based on blood flow modelling	4
Impact of signal length and window size on heart rate variability and pulse rate variability metrics	4
The 2023 wearable photoplethysmography roadmap	4
A multi-scale and multi-domain heart sound feature-based machine learning model for ACC/AHA heart failure stage classification	4
Core body temperature estimation from heart rate via multi-model Kalman filtering and variance-based fusion	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
Automatically detecting OSAHS patients based on transfer learning and model fusion	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
Photoplethysmography imaging to assess facial perfusion under simulated hypovolemia	3
Association between early stage N2 sleep spindle burst characteristics and vigilance groups: an observational study on patients from a tertiary sleep centre	3
The truth Hertz—synchronization of electroencephalogram signals with physiological waveforms recorded in an intensive care unit	3
Physiological sensor data cleaning with autoencoders	3
Agreement between standard and continuous wireless vital sign measurements after major abdominal surgery: a clinical comparison study	3
Seizures detection using multimodal signals: a scoping review	3
The impact of controlled breathing on autonomic nervous system modulation: analysis using phase-rectified signal averaging, entropy and heart rate variability	3
Hemodynamics and contact simulation investigation of coronary artery stents after interventional surgery	3
Assessment of alternative metrics in the application of infrared thermography to detect muscle damage in sports	3
Accelerometer-based estimation of respiratory rate using principal component analysis and autocorrelation	3
Carotid Doppler ultrasound for non-invasive haemodynamic monitoring: a narrative review	3
On the distinct differences in autonomic regulation between pregnant and non-pregnant women - a heart rate variability analysis	3
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations	3
Automated detection of schizophrenia using deep learning: a review for the last decade	3
Heart rate estimation and validation algorithm for fetal phonocardiography	3
Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control	3
Non-invasive imaging of neural activity with magnetic detection electrical impedance tomography (MDEIT): a modelling study	3
Label noise and self-learning label correction in cardiac abnormalities classification	3
SwinUNet: a multiscale feature learning approach to cardiovascular magnetic resonance parametric mapping for myocardial tissue characterization	3
Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting	3
Electrical impedance tomography: a potential tool for intraoperative imaging of the tongue base	3
Camera-based assessment of cutaneous perfusion strength in a clinical setting	3
A review of the effect of skin pigmentation on pulse oximeter accuracy	3