Physiological Measurement

Article	Citations
The MSPTDfast photoplethysmography beat detection algorithm: design, benchmarking, and open-source distribution	78
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study	46
Development of an electrical impedance tomography set-up for the quantification of mineralization in biopolymer scaffolds	45
Identification of 27 abnormalities from multi-lead ECG signals: an ensembled SE_ResNet framework with Sign Loss function	44
Application of Fourier-Bessel expansion and LSTM on multi-lead ECG for cardiac abnormalities identification	42
Rotating radial injection pattern for highly sensitive electrical impedance tomography of human lung anomalies	42
Label noise and self-learning label correction in cardiac abnormalities classification	38
Estimation of carotid-femoral pulse wave velocity from finger photoplethysmography signal	38
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data	36
Automated system for diagnosing pulmonary fibrosis using crackle analysis in recorded lung sounds based on iterative envelope mean fractal dimension filter	34
From 12 to 1 ECG lead: multiple cardiac condition detection mixing a hybrid machine learning approach with a one-versus-rest classification strategy	33
Inferring forced expiratory volume in 1 second (FEV1) from mobile ECG signals collected during quiet breathing	33
Camera-based cardio-respiratory monitoring across the full fitness cycle	33
Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction	29
A pre-impact fall detection data segmentation method based on multi-channel convolutional neural network and class activation mapping	28
Detecting elevated left ventricular end diastolic pressure from simultaneously measured femoral pressure waveform and electrocardiogram	27
Estimation of the prevalence of isolated inter-scalene compression from simultaneous arterial and venous photoplethysmography in patients referred for suspected thoracic outlet syndrome	27
Fraction of reverse impedance change (FRIC): a quantitative electrical impedance tomography measure of intrapulmonary pendelluft	25
An unsupervised automated paradigm for artifact removal from electrodermal activity in an uncontrolled clinical setting	25
Predicting stroke volume variation using central venous pressure waveform: a deep learning approach	24
Pilot study of contactless sleep apnea detection based on snore signals with hardware implementation	23
Comment on ‘pulse rate variability in cardiovascular health: a review on its applications and relationship with heart rate variability’	22
Robust wave-feature adaptive heartbeat classification based on self-attention mechanism using a transformer model	22
Impact of macrohemodynamic manipulations during cardiopulmonary bypass on finger microcirculation assessed by photoplethysmography signal components	22
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning	22

A framework for modeling bioimpedance measurements of nonhomogeneous tissues: a theoretical and simulation study	21
Separation of normal and impaired dynamic cerebral autoregulation using deep embedded clustering: a proof-of-concept study	20
CARL: a running recognition algorithm for free-living accelerometer data	20
Fractional calculus tracer kinetic compartment model for quantification of microvascular perfusion	19
From sleep medicine to medicine during sleep–a clinical perspective	19
Automatic identification of respiratory events based on nasal airflow and respiratory effort of the chest and abdomen	19
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory	18
A wireless physiological parameter monitoring system with a treatment feedback function during neonatal phototherapy	18
A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test	17
pyPCG: a Python toolbox specialized for phonocardiography analysis	16
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)	16
TSS-ConvNet for electrical impedance tomography image reconstruction	15
Photoplethysmography based atrial fibrillation detection: a continually growing field	15
Static and dynamic analysis of cerebral blood flow in fifty-six large arterial vessel networks	15
Multi-branch myocardial infarction detection and localization framework based on multi-instance learning and domain knowledge	15
Non-invasive pulse arrival time as a surrogate for oscillometric systolic blood pressure changes during non-pharmacological intervention	15
Flow-controlled expiration (FLEX) homogenizes pressure distribution in a four compartment physical model of the respiratory system with chest wall compliance	14
Determinants of the dynamic cerebral critical closing pressure response to changes in mean arterial pressure	14
Bionic devices and measurements in the digestive tract	14
Determination of resistance at zero and infinite frequencies in bioimpedance spectroscopy for assessment of body composition in babies	14
Neuromuscular disease auxiliary diagnosis using a portable magnetomyographic system	14
Assessing stress variations in children during the strange situation procedure: comparison of three widely used respiratory sinus arrhythmia estimation methods	13
Peaks and valleys: oscillatory cerebral blood flow at high altitude protects cerebral tissue oxygenation	13
Night to night variability of pulse oximetry features in children at home and at the hospital	13
Electrical-tomographic imaging of physiological-induced conductive response in calf muscle compartments during voltage intensity change of electrical muscle stimulation (vic-EMS)	13
The effect of short and continuous absorbent patch application on local skin temperature underneath	13
Video based non-contact monitoring of respiratory rate and chest indrawing in children with pneumonia	13
Heart rate variability in patients with cirrhosis: a systematic review and meta-analysis	13
Asymmetric multiscale multifractal analysis (AMMA) of heart rate variability	12
Determination of tidal volume by electrical impedance tomography (EIT) after indirect two-point calibration	12
Classification of multi-lead ECG with deep residual convolutional neural networks	12
The effectiveness of continuous respiratory rate monitoring in predicting hypoxic and pyrexic events: a retrospective cohort study	11
The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care	11
Temperature and creatine kinase changes during a 10d taper period in sprinters	11
A novel algorithm to assess the quality of 12-lead ECG recordings: validation in a real telecardiology application	11
Gas distribution by EIT during PEEP inflation: PEEP response and optimal PEEP with lowest trans-pulmonary driving pressure can be determined without esophageal pressure during a rapid PEEP trial in pa	11
Tensor electrical impedance myography identifies clinically relevant features in amyotrophic lateral sclerosis	11
From sleep medicine to medicine during sleep	11
The acute effect of bitemporal electroconvulsive therapy on synchronous changes in heart rate variability and heart rate in patients with depression	10
Measuring blood pressure from Korotkoff sounds as the brachial cuff inflates on average provides higher values than when the cuff deflates	10
The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours	10
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network	10
One-week test–retest stability of heart rate variability during rest and deep breathing	10
Ensemble classification combining ResNet and handcrafted features with three-steps training	10
HIRA: Heart Rate Interval based Rapid Alert score to characterize autonomic dysfunction among patients with sepsis-related acute respiratory failure (ARF)	10
Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model	10
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection	10
Bio-potential noise of dry printed electrodes: physiology versus the skin-electrode impedance	10
Can ionic concentration changes due to mechanical deformation be responsible for the neurostimulation caused by focused ultrasound? A simulation study	10
Cardio-respiratory interactions in response to lower-body negative pressure	10

Interbeat interval-based sleep staging: work in progress toward real-time implementation	9
Influence of ambient temperature on tonic and phasic electrodermal activity components	9
Methods and evaluation of physiological measurements with acoustic stimuli—a systematic review	9
Heart rate estimation and validation algorithm for fetal phonocardiography	9
tinyHLS: a novel open source high level synthesis tool targeting hardware accelerators for artificial neural network inference	9
A systematic review of automated prediction of sudden cardiac death using ECG signals	9
Transfer learning from ECG to PPG for improved sleep staging from wrist-worn wearables	9
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review	9
Lung area estimation using functional tidal electrical impedance variation images and active contouring	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
Deep learning generalization for diabetic retinopathy staging from fundus images	9
ECG signal generation using feature disentanglement auto-encoder	9
A novel single-lead handheld atrial fibrillation detection system	9
Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset	9
MLP-RL-CRD: diagnosis of cardiovascular risk in athletes using a reinforcement learning-based multilayer perceptron	9
LumEDA: image luminance based contactless correlates of electrodermal responses	9
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology	9
Improved filtering methods to suppress cardiovascular contamination in electrical impedance tomography recordings	9
Ventilation-perfusion matching in early-stage of prone position ventilation: a prospective cohort study between COVID-19 ARDS and ARDS from other etiologies	9
Enhancing the precision of impedance measurement from 5 kHz to 1 MHz through self-identification of parasitic parameters	9
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography	9
Estimating confidence intervals for cerebral autoregulation: a parametric bootstrap approach	8
Cerebral blood velocity during concurrent supine cycling, lower body negative pressure, and head-up tilt challenges: implications for concussion rehabilitation	8
Technical considerations for evaluating clinical prediction indices: a case study for predicting code blue events with MEWS	8
Corrigendum: Human microvascular reactivity: a review of vasomodulating stimuli and non-invasive imaging assessment (2021 Physiol. Meas. 42 09TR01)	8
Uterine slow wave: directionality and changes with imminent delivery	8
Regional variations distinguish auditory from visual evoked potentials in healthy 4-week old piglets	8
Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type	8
Multi-channel EEG-based sleep staging using brain functional connectivity and domain adaptation	8
Visualization deep learning model for automatic arrhythmias classification	8
A novel method to reduce false alarms in ECG diagnostic systems: capture and quantification of noisy signals	8
The use of infrared thermography for the dynamic measurement of skin temperature of moving athletes during competition; methodological issues	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
Feasibility of wireless cardiorespiratory monitoring with dry electrodes incorporated in a belt in preterm infants	8
Age-dependent cardiorespiratory directional coupling in wake-resting state	8
Hemodynamic monitoring in the human temporalis muscle using near-infrared spectroscopy	8
Simplifying the hardware requirements for fast neural EIT of peripheral nerves	8
Intra-breath changes in respiratory mechanics assessed from multi-frequency oscillometry measurements	8
Sleep staging classification based on a new parallel fusion method of multiple sources signals	8
Estimation of free-living walking cadence from wrist-worn sensor accelerometry data and its association with SF-36 quality of life scores	8
Application of artificial intelligence techniques for automated detection of myocardial infarction: a review	8
Deep feature-domain matching for cardiac-related component separation from a chest electrical impedance tomography image series: proof-of-concept study	8
An interpretable shapelets-based method for myocardial infarction detection using dynamic learning and deep learning	7
Automatic identifying OSAHS patients and simple snorers based on Gaussian mixture models	7
Pulse wave analysis as a tool for the evaluation of resuscitation therapy in septic shock	7
Continuous monitoring methods of cerebral compliance and compensatory reserve: a scoping review of human literature	7
Facilitating ambulatory heart rate variability analysis using accelerometry-based classifications of body position and self-reported sleep	7
Hemodynamic effects of bifurcation and stenosis geometry on carotid arteries with different degrees of stenosis	7
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel	7
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends	7
Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity	7
Electrical impedance myography method of measuring anisotropic tongue tissue	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
Quantitative validation of the suprasternal pressure signal to assess respiratory effort during sleep	7
Machine learning-enhanced electrical impedance myography to diagnose and track spinal muscular atrophy progression	7
Joint low-rank tensor fusion and cross-modal attention for multimodal physiological signals based emotion recognition	7
A lightweight deep learning approach for detecting electrocardiographic lead misplacement	7
Sex differences in chest electrical impedance tomography findings	7
A unified framework for multi-lead ECG characterization using Laplacian Eigenmaps	7
A deep learning approach to real-time volumetric measurements without image reconstruction for cardiovascular magnetic resonance	7
Utilization of bioelectrical impedance vector analysis (BIVA) in children and adolescents without diagnosed diseases: a systematic review	7
A multi-scale and multi-domain heart sound feature-based machine learning model for ACC/AHA heart failure stage classification	7
Pitfalls and possibilities of using Root SedLine for continuous assessment of EEG waveform-based metrics in intensive care research	7
Unsupervised denoising of the non-invasive fetal electrocardiogram with sparse domain Kalman filtering and vectorcardiographic loop alignment	6
Comparison of admittance and cardiac magnetic resonance generated pressure-volume loops in a porcine model	6
Corrigendum: CS-based multi-task learning network for arrhythmia reconstruction and classification using ECG signals (2023 Physiol. Meas. 44 075001)	6
Cycle-frequency content EEG analysis improves the assessment of respiratory-related cortical activity	6
Energy expenditure prediction in preschool children: a machine learning approach using accelerometry and external validation	6
The influence of cardiac arrhythmias on the detection of heartbeats in the photoplethysmogram: benchmarking open-source algorithms	6
Recurrence quantification analysis of uterine vectormyometriogram reveals differences between normal-weight and overweight parturient women	6
Optimal bipolar system positioning to provide information about the trapezius activity associated with scapular retraction during shoulder exercises for resistance training	6
Assessment of the relational strength between triggers detected in physiological signals and the occurrence of atrial fibrillation episodes	6
Enhancing ECG Heartbeat classification with feature fusion neural networks and dynamic minority-biased batch weighting loss function	6
An open-source toolbox for enhancing the assessment of muscle activation patterns during cyclical movements	6
Enhancing P-wave localization for accurate detection of second-degree and third-degree atrioventricular conduction blocks	6
Comparison of automatic and physiologically-based feature selection methods for classifying physiological stress using heart rate and pulse rate variability indices	6
Application of de-shape synchrosqueezing to estimate gait cadence from a single-sensor accelerometer placed in different body locations	6
Agreement between left and right middle cerebral artery blood velocity responses to incremental and constant work-rate exercise in healthy males and females	6
Non-invasive detection of the content of white blood cells in the blood of humans based on dynamic spectrum	6

Quantitative signal quality assessment for large-scale continuous scalp electroencephalography from a big data perspective	5
An interpretable ensemble trees method with joint analysis of static and dynamic features for myocardial infarction detection	5
MAG-Res2Net: a novel deep learning network for human activity recognition	5
Comparison of different algorithms based on TKEO for EMG change point detection	5
LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization	5
Artifact identification and removal methodologies for intracranial pressure signals: a systematic scoping review	5
An adaptive learning method for long-term gesture recognition based on surface electromyography	5
Automatic ECG-based detection of left ventricular hypertrophy and its predictive value in haemodialysis patients	5
Power-MF: robust fetal QRS detection from non-invasive fetal electrocardiogram recordings	5
Methods for estimating physical activity and energy expenditure using raw accelerometry data or novel analytical approaches: a repository, framework, and reporting guidelines	5
Machine learning model on heart rate variability metrics identifies asymptomatic toddlers exposed to zika virus during pregnancy	5
Regions of interest selection and thermal imaging data analysis in sports and exercise science: a narrative review	5
Automatic cough classification for tuberculosis screening in a real-world environment	5
Machine learning to detect, stage and classify diseases and their symptoms based on inertial sensor data: a mapping review	5
Impacts of respiratory fluctuations on cerebral circulation: a machine-learning-integrated 0–1D multiscale hemodynamic model	5
A novel multi-scale 2D CNN with weighted focal loss for arrhythmias detection on varying-dimensional ECGs	5
Novel application of Poincaré analysis to detect and quantify exercise oscillatory ventilation	5
Cardiac index as a surrogate marker for anxiety in pediatric patients undergoing ambulatory endoscopy: a prospective cohort study	5
A deep learning method for continuous noninvasive blood pressure monitoring using photoplethysmography	5
The application of impulse oscillometry system based on machine learning algorithm in the diagnosis of chronic obstructive pulmonary disease	5
The UNICA sleep HRV analysis tool: an integrated open-source tool for heart rate variability analysis during sleep	5
An effective hybrid feature selection using entropy weight method for automatic sleep staging	5
Automatic sleep stage classification based on a two-channel electrooculogram and one-channel electromyogram	5
Towards effective assessment of normal hearing function from ABR using a time-variant sweep-tone stimulus approach	5
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification	5
Accuracy and applicability of non-invasive evaluation of aortic wave intensity using only pressure waveforms in humans	5
Long-term phase angle muscle imaging under electrical muscle stimulation (EMS) by phase angle electrical impedance tomography	5
Nonhomogeneous volume conduction effects affecting needle electromyography: an analytical and simulation study	5
Myocardial infarction detection method based on the continuous T-wave area feature and multi-lead-fusion deep features	5
B3X: a novel efficient algorithm for accurate automated auscultatory blood pressure estimation	5
ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization	5
Investigating the impact of smoking habits through photoplethysmography analysis	5
The influence of heart rate on the relationship between pulse transit time and systolic blood pressure	5
Comparative assessment of ActiGraph data processing techniques for measuring sedentary behavior in adults with COPD	4
Age-dependent coupling characteristics of bilateral frontal EEG during desflurane anesthesia	4
SEResUTer: a deep learning approach for accurate ECG signal delineation and atrial fibrillation detection	4
Conventional and deep learning methods in heart rate estimation from RGB face videos	4
Reconsider photoplethysmogram signal quality assessment in the free living environment	4
Intra- and inter-rater reliability and agreement of stimulus electrodiagnostic tests in post-COVID-19 patients	4
Threshold distribution of equal states for quantitative amplitude fluctuations	4
Multi-source deep domain adaptation ensemble framework for cross-dataset motor imagery EEG transfer learning	4
Sources of automatic office blood pressure measurement error: a systematic review	4
The temporal neurovascular coupling response remains intact during sinusoidal hypotensive and hypertensive challenges	4
Separation of ventilation and perfusion of electrical impedance tomography image streams using multi-dimensional ensemble empirical mode decomposition	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
The interplay between heated environment and active standing test on cardiovascular autonomic control in healthy individuals	4
Changes of oscillogram envelope maximum with blood pressure and aging: a quantitative observation	4
Progress in electrical impedance tomography and bioimpedance	4
Blood flow restriction attenuates surface mechanomyography lateral and longitudinal, but not transverse oscillations during fatiguing exercise	4
Progression of total training volume in resistance training studies and its application to skeletal muscle growth	4
Respiratory rate monitoring in ICU patients and healthy volunteers using electrical impedance tomography: a validation study	4
Radial artery pulse wave velocity: a new characterization technique and the instabilities associated with the respiratory phase and breath-holding	4
Deep learning algorithm for visual quality assessment of the spirograms	4
Model-based spectral causality of cardiovascular variability interactions during head-down tilt	4
Variability of morphology in photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment	4
An examination of acute physiological and perceptual responses following blood flow restriction exercise using a traditional research device or novel, automated system	4
The use of multi-site photoplethysmography (PPG) as a screening tool for coronary arterial disease and atherosclerosis	4
The 2023 wearable photoplethysmography roadmap	4
Increasing accuracy of pulse arrival time estimation in low frequency recordings	4
Sampling rate requirement for accurate calculation of heart rate and its variability based on the electrocardiogram	4
Wagner diagram for modeling O2 pathway—calculation and graphical display by the Helsinki O2 Pathway Tool	4
Regurgitation during the fully supported condition of the percutaneous left ventricular assist device	4
Developing technologies to assess vascular ageing: a roadmap from VascAgeNet	4
Potential limitations of measuring ambulatory activity of part-time wheelchair users: a comparative study of two research grade activity monitors	4
Two-stage ECG signal denoising based on deep convolutional network	4
Amplitude spectrum area is dependent on the electrocardiogram magnitude: evaluation of different normalization approaches	4
BP-diff: a conditional diffusion model for cuffless continuous BP waveform estimation using U-Net	4
Adaptive threshold split Bregman algorithm based on magnetic induction tomography for brain injury monitoring imaging	3
Comparison of non-invasive magnetomyography to Brink score for assessment of pelvic floor muscle strength	3
Postural and longitudinal variability in seismocardiographic signals	3
Clinical value of electrical impedance tomography (EIT) in the management of patients with acute respiratory failure: a single centre experience	3
Clinical potential of pupillary light reflex and heart rate variability parameters as objective indicators of tonsillectomy-induced pain	3
Autonomic control of heart and vessels in patients with very early stage of Parkinson disease	3
Continuous cardiorespiratory monitoring is a dominant source of predictive signal in machine learning for risk stratification and clinical decision support *	3
Executive dysfunction after multiple concussions is not related to cerebrovascular dysfunction	3
Establishing best practices in photoplethysmography signal acquisition and processing	3
CCPNet136: automated detection of schizophrenia using carbon chain pattern and iterative TQWT technique with EEG signals	3
Uncertainty quantification of the effect of cardiac position variability in the inverse problem of electrocardiographic imaging	3
Calibration of a three-state cell death model for cardiomyocytes and its application in radiofrequency ablation	3
Unveil sleep spindles with concentration of frequency and time (ConceFT)	3
ETucker: a constrained tensor decomposition for single trial ERP extraction	3
Analysis of electrode arrangements for brain stroke diagnosis via electrical impedance tomography through numerical computational models	3
Quantifying tidal expiratory flow limitation using a vector-based analysis technique	3
Human in vivo liver and tumor bioimpedance measured with biopsy needle	3
State-of-the-art mental tasks classification based on electroencephalograms: a review	3
Fractional-order model representations of apparent vascular compliance as an alternative in the analysis of arterial stiffness: an in-silico study	3
Non-contact quantification of aortic stenosis and mitral regurgitation using carotid waveforms from skin displacements	3
Photoplethysmography wave morphology in patients with atrial fibrillation	3
A novel predictive analytics score reflecting accumulating disease burden—an investigation of the cumulative CoMET score	3
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals	3
Validation of three-dimensional thoracic electrical impedance tomography of horses during normal and increased tidal volumes	3
Photoplethysmography-based cuffless blood pressure estimation: an image encoding and fusion approach	3
Analytical solution to Windkessel models using piecewise linear aortic flow waveform	3
Detecting beats in the photoplethysmogram: benchmarking open-source algorithms	3
Maximum a posteriori detection of heartbeats from a chest-worn accelerometer	3