Physiological Measurement

(The median citation count of Physiological Measurement is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020150
Automatic sleep staging of EEG signals: recent development, challenges, and future directions51
Remote health diagnosis and monitoring in the time of COVID-1943
Bioimpedance analysis as a tool for hemodynamic monitoring: overview, methods and challenges38
Positive end-expiratory pressure titration with electrical impedance tomography and pressure–volume curve: a randomized trial in moderate to severe ARDS37
Automatic cough classification for tuberculosis screening in a real-world environment35
Deep learning-based photoplethysmography classification for peripheral arterial disease detection: a proof-of-concept study34
Personalized automatic sleep staging with single-night data: a pilot study with Kullback–Leibler divergence regularization34
Comparison of different modulations of photoplethysmography in extracting respiratory rate: from a physiological perspective33
Smartphone-based remote assessment of upper extremity function for multiple sclerosis using the Draw a Shape Test29
A dilated inception CNN-LSTM network for fetal heart rate estimation28
Agreement of bioelectrical resistance, reactance, and phase angle values from supine and standing bioimpedance analyzers27
Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning26
Transfer learning from ECG to PPG for improved sleep staging from wrist-worn wearables26
Filtering-induced time shifts in photoplethysmography pulse features measured at different body sites: the importance of filter definition and standardization24
Current trends and opportunities in the methodology of electrodermal activity measurement23
Identification of 27 abnormalities from multi-lead ECG signals: an ensembled SE_ResNet framework with Sign Loss function23
SchizoNET: a robust and accurate Margenau–Hill time-frequency distribution based deep neural network model for schizophrenia detection using EEG signals22
Detecting beats in the photoplethysmogram: benchmarking open-source algorithms21
Data preprocessing methods for electrical impedance tomography: a review21
Algorithmic insights of camera-based respiratory motion extraction20
Onset detection in surface electromyographic signals across isometric explosive and ramped contractions: a comparison of computer-based methods20
Age-related changes in pulse risetime measured by multi-site photoplethysmography19
Obstructive sleep apnea prediction from electrocardiogram scalograms and spectrograms using convolutional neural networks19
Regional lung function measures determined by electrical impedance tomography during repetitive ventilation manoeuvres in patients with COPD19
The use of multi-site photoplethysmography (PPG) as a screening tool for coronary arterial disease and atherosclerosis18
Toward practical driving fatigue detection using three frontal EEG channels: a proof-of-concept study18
Clinical value of electrical impedance tomography (EIT) in the management of patients with acute respiratory failure: a single centre experience18
Regions of interest selection and thermal imaging data analysis in sports and exercise science: a narrative review17
LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogram17
A supervised machine learning semantic segmentation approach for detecting artifacts in plethysmography signals from wearables17
Two-stage ECG signal denoising based on deep convolutional network17
AECG-DecompNet: abdominal ECG signal decomposition through deep-learning model17
Evaluation of the effectiveness of electrical muscle stimulation on human calf muscles via frequency difference electrical impedance tomography16
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations15
Cuffless blood pressure estimation methods: physiological model parameters versus machine-learned features15
What recording duration is required to provide physiologically valid and reliable dynamic cerebral autoregulation transfer functional analysis estimates?15
Fetal ECG extraction using short time Fourier transform and generative adversarial networks15
Detection of coronary artery disease using multi-modal feature fusion and hybrid feature selection14
A review of the effect of skin pigmentation on pulse oximeter accuracy14
The use of infrared thermography for the dynamic measurement of skin temperature of moving athletes during competition; methodological issues14
A multiview feature fusion model for heartbeat classification14
Study of cuffless blood pressure estimation method based on multiple physiological parameters13
Recording and quantifying fetal magnetocardiography signals using a flexible array of optically-pumped magnetometers13
Reliability, reproducibility and validity of dynamic cerebral autoregulation in a large cohort with transient ischaemic attack or minor stroke13
Strength testing or strength training: considerations for future research13
Next-generation ingestible devices: sensing, locomotion and navigation13
Measuring psychosocial stress with heart rate variability-based methods in different health and age groups12
Photoplethysmography (PPG): state-of-the-art methods and applications12
Estimation of respiratory rate and effort from a chest-worn accelerometer using constrained and recursive principal component analysis12
EPSPatNet86: eight-pointed star pattern learning network for detection ADHD disorder using EEG signals12
Adaptive threshold split Bregman algorithm based on magnetic induction tomography for brain injury monitoring imaging12
Effects of three different rehabilitation games’ interaction on brain activation using functional near-infrared spectroscopy12
Fractional-order model representations of apparent vascular compliance as an alternative in the analysis of arterial stiffness: an in-silico study12
Application of artificial intelligence techniques for automated detection of myocardial infarction: a review11
Pulse decomposition analysis in photoplethysmography imaging11
Feature extraction of EEG signals based on functional data analysis and its application to recognition of driver fatigue state11
The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care11
A deep residual inception network with channel attention modules for multi-label cardiac abnormality detection from reduced-lead ECG11
Imaging slow brain activity during neocortical and hippocampal epileptiform events with electrical impedance tomography11
Peaks and valleys: oscillatory cerebral blood flow at high altitude protects cerebral tissue oxygenation10
Multichannel seismocardiography: an imaging modality for investigating heart vibrations10
A model-based source separation algorithm for lung perfusion imaging using electrical impedance tomography10
Continuous cardiorespiratory monitoring is a dominant source of predictive signal in machine learning for risk stratification and clinical decision support * 10
A review of fetal cardiac monitoring, with a focus on low- and middle-income countries10
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers10
A deep learning approach to estimate pulse rate by remote photoplethysmography10
Magnetic tracking of gastrointestinal motility10
Agreement between wireless and standard measurements of vital signs in acute exacerbation of chronic obstructive pulmonary disease: a clinical validation study10
Using complexity–entropy planes to detect Parkinson’s disease from short segments of haemodynamic signals10
Post-swim oxygen consumption: assessment methodologies and kinetics analysis10
A novel method for continuous blood pressure estimation based on a single-channel photoplethysmogram signal9
Blood pressure assessment with in-ear photoplethysmography9
CCPNet136: automated detection of schizophrenia using carbon chain pattern and iterative TQWT technique with EEG signals9
Motorcycling performance and sleepiness during an extended ride on a dynamic simulator: relationship with stress biomarkers9
Sex differences in muscle excitation and oxygenation, but not in force fluctuations or active hyperemia resulting from a fatiguing, bilateral isometric task9
Automated detection of schizophrenia using deep learning: a review for the last decade9
Driver sleepiness detection with deep neural networks using electrophysiological data9
Real-time measurement of isometric peak torque and rate of torque development using a novel strength testing device: a validity and reliability study9
Regional characterization of functional connectivity in patients with sleep apnea hypopnea syndrome during sleep9
A novel algorithm for automatic diagnosis of sleep apnea from airflow and oximetry signals9
Hypertension assessment based on feature extraction using a photoplethysmography signal and its derivatives9
Estimation of free-living walking cadence from wrist-worn sensor accelerometry data and its association with SF-36 quality of life scores9
Ultrasound imaging for assessing functions of the GI tract8
Is there a need for individualized adjustment of electrode belt position during EIT-guided titration of positive end-expiratory pressure?8
Accuracy and applicability of non-invasive evaluation of aortic wave intensity using only pressure waveforms in humans8
Non-invasive quantification of the effect of device-guided slow breathing with direct feedback to the patient to reduce blood pressure8
Robust wave-feature adaptive heartbeat classification based on self-attention mechanism using a transformer model8
Vascular ageing and peripheral pulse: an improved model for assessing their relationship8
Volumetric capnography slopes in ventilated term and preterm infants8
Cardiovascular risk and mortality prediction in patients suspected of sleep apnea: a model based on an artificial intelligence system8
Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity8
Machine learning model on heart rate variability metrics identifies asymptomatic toddlers exposed to zika virus during pregnancy8
Decreased sample entropy during sleep-to-wake transition in sleep apnea patients8
An evaluation and comparison of commercial driver sleepiness detection technology: a rapid review8
Depression evaluation based on prefrontal EEG signals in resting state using fuzzy measure entropy8
The relevance of whole or segmental body bioelectrical impedance phase angle and physical performance in adolescent athletes8
Heart rate variability in patients with cirrhosis: a systematic review and meta-analysis8
Comparison of different algorithms based on TKEO for EMG change point detection8
Automatic ECG classification and label quality in training data7
Carotid Doppler ultrasound for non-invasive haemodynamic monitoring: a narrative review7
Identification and analysis of stable breathing periods in electrical impedance tomography recordings7
A deep neural network for estimating the bladder boundary using electrical impedance tomography7
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review7
4D flow MRI: impact of region of interest size, angulation and spatial resolution on aortic flow assessment7
A study on several critical problems on arrhythmia detection using varying-dimensional electrocardiography7
Automated identification of the predominant site of upper airway collapse in obstructive sleep apnoea patients using snore signal7
A multi-scale and multi-domain heart sound feature-based machine learning model for ACC/AHA heart failure stage classification7
Classification of multi-lead ECG with deep residual convolutional neural networks7
Upper limb movement profiles during spontaneous motion in acute stroke7
Premature beats detection based on a novel convolutional neural network7
Capacitively-coupled ECG and respiration for the unobtrusive detection of sleep apnea7
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends7
The effectiveness of continuous respiratory rate monitoring in predicting hypoxic and pyrexic events: a retrospective cohort study7
Contactless monitoring of human respiration using infrared thermography and deep learning6
Photoplethysmography in postoperative monitoring of deep inferior epigastric perforator (DIEP) free flaps6
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification6
Development of an electrical impedance tomography set-up for the quantification of mineralization in biopolymer scaffolds6
Interbeat interval-based sleep staging: work in progress toward real-time implementation6
Individualized body geometry correction factor (K B) for use when predicting body composition from bioimpedance spectroscopy6
The effect of persistent U-shaped patterns in RR night-time series on the heart rate variability complexity in healthy humans6
Age- and gender-associated differences in the sleepy brain’s electroencephalogram6
Validation of ambulatory monitoring devices to measure energy expenditure and heart rate in a military setting6
Can fetal heart rate variability obtained from cardiotocography provide the same diagnostic value like from electrophysiological interbeat intervals?6
The 2023 wearable photoplethysmography roadmap6
Determination of tidal volume by electrical impedance tomography (EIT) after indirect two-point calibration6
Electrical-tomographic imaging of physiological-induced conductive response in calf muscle compartments during voltage intensity change of electrical muscle stimulation (vic-EMS)6
A portable device with low-power consumption for monitoring mouse vital signs during in vivo photoacoustic imaging and photothermal therapy6
Estimating blood flow velocity using time-resolved 3D angiography and a derived physical law of contrast media6
Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs6
Prediction models for pulmonary function during acute exacerbation of chronic obstructive pulmonary disease6
Temporal complexity of EEG encodes human alertness6
Influence of ambient temperature on tonic and phasic electrodermal activity components6
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning6
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory6
Dynamic lung behavior under high G acceleration monitored with electrical impedance tomography6
Modelling and analysis of electrical impedance myography of the lateral tongue6
Quantitative falls risk assessment in elderly people: results from a clinical study with distance based timed up-and-go test recordings5
Human microvascular reactivity: a review of vasomodulating stimuli and non-invasive imaging assessment5
Deep learning-based remote-photoplethysmography measurement from short-time facial video5
Classification of ECG using ensemble of residual CNNs with or without attention mechanism5
The interplay between heated environment and active standing test on cardiovascular autonomic control in healthy individuals5
A novel method to reduce false alarms in ECG diagnostic systems: capture and quantification of noisy signals5
Estimation of carotid-femoral pulse wave velocity from finger photoplethysmography signal5
CARL: a running recognition algorithm for free-living accelerometer data5
Anterior–posterior distension of maximal upper esophageal sphincter opening is correlated with high-resolution cervical auscultation signal features5
Quantification of sweat urea in diabetes using electro-optical technique5
A nonlinear mixed model approach to predict energy expenditure from heart rate5
Advances in electrical impedance tomography and bioimpedance including applications in COVID-19 diagnosis and treatment5
Is skin temperature associated with muscle recovery status following a single bout of leg press?5
Postural control paradigm (BioVRSea): towards a neurophysiological signature5
Abnormality classification from electrocardiograms with various lead combinations5
Video-based sleep detection using ocular signals under the standard conditions of the maintenance of wakefulness test in patients with sleep disorders5
Heart rate estimation and validation algorithm for fetal phonocardiography5
Night to night variability of pulse oximetry features in children at home and at the hospital5
Correlation between maximal radial muscle displacement and stiffness in gastrocnemius muscle5
The effect of body position change on noninvasively acquired intracranial pulse waves5
Motion robust ICG measurements using a two-step spectrum denoising method5
Seizures detection using multimodal signals: a scoping review5
Altered complexity in resting-state fNIRS signal in autism: a multiscale entropy approach5
Novel bionics developments in gastroenterology: fecobionics assessment of lower GI tract function5
Establishing best practices in photoplethysmography signal acquisition and processing5
The effect of passive lower limb training on heart rate asymmetry5
Visualization deep learning model for automatic arrhythmias classification5
Tensor electrical impedance myography identifies clinically relevant features in amyotrophic lateral sclerosis5
An unsupervised automated paradigm for artifact removal from electrodermal activity in an uncontrolled clinical setting5
Ventilation improvement after pneumonia treatment evaluated with electrical impedance tomography: an observational study5
Video based non-contact monitoring of respiratory rate and chest indrawing in children with pneumonia5
Multi-label classification of reduced-lead ECGs using an interpretable deep convolutional neural network5
U-Net-based approach for automatic lung segmentation in electrical impedance tomography5
Sleep staging classification based on a new parallel fusion method of multiple sources signals4
FASSNet: fast apnea syndrome screening neural network based on single-lead electrocardiogram for wearable devices4
Repeatability of ventilatory, metabolic and biomechanical responses to an intermittent incremental swimming protocol4
Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control4
In silico muscle volume conduction study validates in vivo measurement of tongue volume conduction properties using a user tongue array depressor4
Heart rate estimation from ballistocardiographic signals using deep learning4
Lung area estimation using functional tidal electrical impedance variation images and active contouring4
A dynamic learning-based ECG feature extraction method for myocardial infarction detection4
Comment on ‘Pulse rate variability in cardiovascular health: a review on its applications and relationship with heart rate variability’4
Comparative assessment of ActiGraph data processing techniques for measuring sedentary behavior in adults with COPD4
A systematic review of deep learning methods for modeling electrocardiograms during sleep4
Ultrasound elastography reveals the relation between body posture and soft-tissue stiffness which is relevant to the etiology of sitting-acquired pressure ulcers4
Novel application of Poincaré analysis to detect and quantify exercise oscillatory ventilation4
Estimating confidence intervals for cerebral autoregulation: a parametric bootstrap approach4
Camera-based assessment of cutaneous perfusion strength in a clinical setting4
RAQ: a novel surrogate for the craniospinal pressure–volume relationship4
Number of trials and data structure affect the number and components of muscle synergies in upper-limb reaching movements4
Limitations in evaluating COVID-19 protective face masks using open circuit spirometry systems: respiratory measurement mask introduces bias in breathing pressure and perceived respiratory effort4
Investigating the role of pericytes in cerebral autoregulation: a modeling study4
Effects of asymmetrical exercise demands on the symmetry of skin temperature in archers4
Blunt injury of liver: mechanical response of porcine liver in experimental impact test4
Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model4
ECGPsychNet: an optimized hybrid ensemble model for automatic detection of psychiatric disorders using ECG signals4
Machine learning for nocturnal mass diagnosis of atrial fibrillation in a population at risk of sleep-disordered breathing4
Automatic sleep stage classification based on a two-channel electrooculogram and one-channel electromyogram4
Lung heterogeneity and deadspace volume in animals with acute respiratory distress syndrome using the inspired sinewave test4
Intra-breath changes in respiratory mechanics assessed from multi-frequency oscillometry measurements4
Automated remote decision-making algorithm as a primary triage system using machine learning techniques4
A 4D flow cardiovascular magnetic resonance study of flow asymmetry and haemodynamic quantity correlations in the pulmonary artery4
Detection of fetal arrhythmias in non-invasive fetal ECG recordings using data-driven entropy profiling4
Arterial pressure pulse wave separation analysis using a multi-Gaussian decomposition model4
From 12 to 1 ECG lead: multiple cardiac condition detection mixing a hybrid machine learning approach with a one-versus-rest classification strategy4
Anatomical atlas of the upper part of the human head for electroencephalography and bioimpedance applications4
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography4
Bionic measurement of defecation in a swine model4
Gender-dependent variations in optical illusions: evidence from N400 waveforms4
Cerebral blood flow response rate to task-activation using a novel method can discriminate cognitive impairment from healthy aging4
Feasibility of wireless cardiorespiratory monitoring with dry electrodes incorporated in a belt in preterm infants4
Temperature and creatine kinase changes during a 10d taper period in sprinters3
A portable fan-based device for evaluating lung function in horses by the forced oscillation technique3
Blind source separation of inspiration and expiration in respiratory sEMG signals3
Reliability of non-invasive arterial blood pressure measurement in patients with aneurysmal subarachnoid haemorrhage3
Assessing systemic vascular resistance using arteriolar pulse transit time based on multi-wavelength photoplethysmography3
Improvement of exhausted cerebral autoregulation in patients with idiopathic intracranial hypertension benefit of venous sinus stenting3
Effect of positive end-expiratory pressure on central venous pressure in the closed and open thorax3
Wearable pulmonary monitoring system with integrated functional lung imaging and chest sound recording: a clinical investigation in healthy subjects3
Human in vivo liver and tumor bioimpedance measured with biopsy needle3
Sources of automatic office blood pressure measurement error: a systematic review3
Cardiac eigen imaging: a novel method to isolate cardiac activity in thoracic electrical impedance tomography3
Detection of subjects with ischemic heart disease by using machine learning technique based on heart rate total variability parameters3
Transmural recordings of gastrointestinal electrical activity using a spatially-dense microelectrode array3
External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients3
Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning3
Seismocardiography as a tool for assessment of bi-ventricular pacing3
In vivo neutron activation assembly design for quantification of trace elements using MCNP3
Overnight airway obstruction severity prediction centered on acoustic properties of smart phone: validation with esophageal pressure3
Cerebrovascular tone and resistance measures differ between healthy control and patients with acute intracerebral haemorrhage: exploratory analyses from the BREATHE-ICH study3
Integrating multimodal information in machine learning for classifying acute myocardial infarction3
Bursted auricular vagus nerve stimulation alters heart rate variability in healthy subjects3
Clinical potential of pupillary light reflex and heart rate variability parameters as objective indicators of tonsillectomy-induced pain3
A novel single-lead handheld atrial fibrillation detection system3
Assessing stress variations in children during the strange situation procedure: comparison of three widely used respiratory sinus arrhythmia estimation methods3
A framework for modeling bioimpedance measurements of nonhomogeneous tissues: a theoretical and simulation study3
Population-based reference values for 4D flow MRI derived aortic blood flow parameters3
Analysis of cerebral blood flow entropy while listening to music with emotional content3
A prediction of hematoma expansion in hemorrhagic patients using a novel dual-modal machine learning strategy3
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data3
Differentiation of pain levels by deploying various electroencephalogram synchronization features and a dynamic ensemble selection mechanism3
Interpretation and further development of the hypnodensity representation of sleep structure3
Non-invasive blood pressure estimation combining deep neural networks with pre-training and partial fine-tuning3
Estimation of aortic pulse wave velocity based on waveform decomposition of central aortic pressure waveform3
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 asymmetry3
Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type3
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network2
A vascular subtraction method for improving the variability of evoked tympanic membrane displacement measurements2
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel2
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 pa2
Novel, clinically applicable method to measure step-width during the swing phase of gait2
Ensemble classification combining ResNet and handcrafted features with three-steps training2
From sleep medicine to medicine during sleep–a clinical perspective2