Physiological Measurement

Article	Citations
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020	161
Automatic sleep staging of EEG signals: recent development, challenges, and future directions	54
Remote health diagnosis and monitoring in the time of COVID-19	45
Automatic cough classification for tuberculosis screening in a real-world environment	38
Bioimpedance analysis as a tool for hemodynamic monitoring: overview, methods and challenges	38
Positive end-expiratory pressure titration with electrical impedance tomography and pressure–volume curve: a randomized trial in moderate to severe ARDS	38
Deep learning-based photoplethysmography classification for peripheral arterial disease detection: a proof-of-concept study	37
Comparison of different modulations of photoplethysmography in extracting respiratory rate: from a physiological perspective	35
Agreement of bioelectrical resistance, reactance, and phase angle values from supine and standing bioimpedance analyzers	31
A dilated inception CNN-LSTM network for fetal heart rate estimation	29
Transfer learning from ECG to PPG for improved sleep staging from wrist-worn wearables	28
Filtering-induced time shifts in photoplethysmography pulse features measured at different body sites: the importance of filter definition and standardization	27
Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning	27
Current trends and opportunities in the methodology of electrodermal activity measurement	26
Detecting beats in the photoplethysmogram: benchmarking open-source algorithms	24
LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogram	24
Algorithmic insights of camera-based respiratory motion extraction	24
Identification of 27 abnormalities from multi-lead ECG signals: an ensembled SE_ResNet framework with Sign Loss function	24
SchizoNET: a robust and accurate Margenau–Hill time-frequency distribution based deep neural network model for schizophrenia detection using EEG signals	23
Data preprocessing methods for electrical impedance tomography: a review	22
Obstructive sleep apnea prediction from electrocardiogram scalograms and spectrograms using convolutional neural networks	21
Onset detection in surface electromyographic signals across isometric explosive and ramped contractions: a comparison of computer-based methods	21
A supervised machine learning semantic segmentation approach for detecting artifacts in plethysmography signals from wearables	20
Toward practical driving fatigue detection using three frontal EEG channels: a proof-of-concept study	20
Age-related changes in pulse risetime measured by multi-site photoplethysmography	20

Regional lung function measures determined by electrical impedance tomography during repetitive ventilation manoeuvres in patients with COPD	19
The use of multi-site photoplethysmography (PPG) as a screening tool for coronary arterial disease and atherosclerosis	19
Regions of interest selection and thermal imaging data analysis in sports and exercise science: a narrative review	19
AECG-DecompNet: abdominal ECG signal decomposition through deep-learning model	18
Two-stage ECG signal denoising based on deep convolutional network	18
Evaluation of the effectiveness of electrical muscle stimulation on human calf muscles via frequency difference electrical impedance tomography	18
Clinical value of electrical impedance tomography (EIT) in the management of patients with acute respiratory failure: a single centre experience	18
A review of the effect of skin pigmentation on pulse oximeter accuracy	16
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations	16
A multiview feature fusion model for heartbeat classification	15
Cuffless blood pressure estimation methods: physiological model parameters versus machine-learned features	15
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 networks	15
Detection of coronary artery disease using multi-modal feature fusion and hybrid feature selection	15
Recording and quantifying fetal magnetocardiography signals using a flexible array of optically-pumped magnetometers	15
Effects of three different rehabilitation games’ interaction on brain activation using functional near-infrared spectroscopy	14
Photoplethysmography (PPG): state-of-the-art methods and applications	14
Study of cuffless blood pressure estimation method based on multiple physiological parameters	14
Next-generation ingestible devices: sensing, locomotion and navigation	14
Reliability, reproducibility and validity of dynamic cerebral autoregulation in a large cohort with transient ischaemic attack or minor stroke	14
The use of infrared thermography for the dynamic measurement of skin temperature of moving athletes during competition; methodological issues	14
Measuring psychosocial stress with heart rate variability-based methods in different health and age groups	13
Strength testing or strength training: considerations for future research	13
Imaging slow brain activity during neocortical and hippocampal epileptiform events with electrical impedance tomography	12
A deep residual inception network with channel attention modules for multi-label cardiac abnormality detection from reduced-lead ECG	12
Fractional-order model representations of apparent vascular compliance as an alternative in the analysis of arterial stiffness: an in-silico study	12
EPSPatNet86: eight-pointed star pattern learning network for detection ADHD disorder using EEG signals	12
Application of artificial intelligence techniques for automated detection of myocardial infarction: a review	12
Estimation of respiratory rate and effort from a chest-worn accelerometer using constrained and recursive principal component analysis	12
Adaptive threshold split Bregman algorithm based on magnetic induction tomography for brain injury monitoring imaging	12
A model-based source separation algorithm for lung perfusion imaging using electrical impedance tomography	11
Real-time measurement of isometric peak torque and rate of torque development using a novel strength testing device: a validity and reliability study	11
Peaks and valleys: oscillatory cerebral blood flow at high altitude protects cerebral tissue oxygenation	11
Multichannel seismocardiography: an imaging modality for investigating heart vibrations	11
Feature extraction of EEG signals based on functional data analysis and its application to recognition of driver fatigue state	11
Continuous cardiorespiratory monitoring is a dominant source of predictive signal in machine learning for risk stratification and clinical decision support *	11
Pulse decomposition analysis in photoplethysmography imaging	11
A deep learning approach to estimate pulse rate by remote photoplethysmography	11
Using complexity–entropy planes to detect Parkinson’s disease from short segments of haemodynamic signals	11
The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care	11
A novel method for continuous blood pressure estimation based on a single-channel photoplethysmogram signal	10
Agreement between wireless and standard measurements of vital signs in acute exacerbation of chronic obstructive pulmonary disease: a clinical validation study	10
Post-swim oxygen consumption: assessment methodologies and kinetics analysis	10
Heart rate variability in patients with cirrhosis: a systematic review and meta-analysis	10
A review of fetal cardiac monitoring, with a focus on low- and middle-income countries	10
Sex differences in muscle excitation and oxygenation, but not in force fluctuations or active hyperemia resulting from a fatiguing, bilateral isometric task	10
Accuracy and applicability of non-invasive evaluation of aortic wave intensity using only pressure waveforms in humans	10
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers	10
Blood pressure assessment with in-ear photoplethysmography	10
Magnetic tracking of gastrointestinal motility	10

Non-invasive quantification of the effect of device-guided slow breathing with direct feedback to the patient to reduce blood pressure	9
Motorcycling performance and sleepiness during an extended ride on a dynamic simulator: relationship with stress biomarkers	9
Hypertension assessment based on feature extraction using a photoplethysmography signal and its derivatives	9
Automated detection of schizophrenia using deep learning: a review for the last decade	9
CCPNet136: automated detection of schizophrenia using carbon chain pattern and iterative TQWT technique with EEG signals	9
Estimation of free-living walking cadence from wrist-worn sensor accelerometry data and its association with SF-36 quality of life scores	9
4D flow MRI: impact of region of interest size, angulation and spatial resolution on aortic flow assessment	9
A novel algorithm for automatic diagnosis of sleep apnea from airflow and oximetry signals	9
Cardiovascular risk and mortality prediction in patients suspected of sleep apnea: a model based on an artificial intelligence system	9
Depression evaluation based on prefrontal EEG signals in resting state using fuzzy measure entropy	9
Analysis of relative changes in pulse shapes of intracranial pressure and cerebral blood flow velocity	9
Regional characterization of functional connectivity in patients with sleep apnea hypopnea syndrome during sleep	9
Driver sleepiness detection with deep neural networks using electrophysiological data	9
Vascular ageing and peripheral pulse: an improved model for assessing their relationship	8
An evaluation and comparison of commercial driver sleepiness detection technology: a rapid review	8
Establishing best practices in photoplethysmography signal acquisition and processing	8
Comparison of neural basis expansion analysis for interpretable time series (N-BEATS) and recurrent neural networks for heart dysfunction classification	8
Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends	8
Decreased sample entropy during sleep-to-wake transition in sleep apnea patients	8
Identification and analysis of stable breathing periods in electrical impedance tomography recordings	8
The relevance of whole or segmental body bioelectrical impedance phase angle and physical performance in adolescent athletes	8
Machine learning model on heart rate variability metrics identifies asymptomatic toddlers exposed to zika virus during pregnancy	8
The effectiveness of continuous respiratory rate monitoring in predicting hypoxic and pyrexic events: a retrospective cohort study	8
Ultrasound imaging for assessing functions of the GI tract	8
Is there a need for individualized adjustment of electrode belt position during EIT-guided titration of positive end-expiratory pressure?	8
The 2023 wearable photoplethysmography roadmap	8
Comparison of different algorithms based on TKEO for EMG change point detection	8
Robust wave-feature adaptive heartbeat classification based on self-attention mechanism using a transformer model	8
Accessibility and use of novel methods for predicting physical activity and energy expenditure using accelerometry: a scoping review	7
Interbeat interval-based sleep staging: work in progress toward real-time implementation	7
Upper limb movement profiles during spontaneous motion in acute stroke	7
Premature beats detection based on a novel convolutional neural network	7
Automated identification of the predominant site of upper airway collapse in obstructive sleep apnoea patients using snore signal	7
A multi-scale and multi-domain heart sound feature-based machine learning model for ACC/AHA heart failure stage classification	7
Development of an electrical impedance tomography set-up for the quantification of mineralization in biopolymer scaffolds	7
Classification of multi-lead ECG with deep residual convolutional neural networks	7
Multi-label classification of reduced-lead ECGs using an interpretable deep convolutional neural network	7
Individualized body geometry correction factor (K B) for use when predicting body composition from bioimpedance spectroscopy	7
A deep neural network for estimating the bladder boundary using electrical impedance tomography	7
A study on several critical problems on arrhythmia detection using varying-dimensional electrocardiography	7
Visualization deep learning model for automatic arrhythmias classification	7
Electrical-tomographic imaging of physiological-induced conductive response in calf muscle compartments during voltage intensity change of electrical muscle stimulation (vic-EMS)	7
Estimation of carotid-femoral pulse wave velocity from finger photoplethysmography signal	7
Automatic ECG classification and label quality in training data	7
Carotid Doppler ultrasound for non-invasive haemodynamic monitoring: a narrative review	7
Capacitively-coupled ECG and respiration for the unobtrusive detection of sleep apnea	7
Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs	7
Estimating blood flow velocity using time-resolved 3D angiography and a derived physical law of contrast media	6
Age- and gender-associated differences in the sleepy brain’s electroencephalogram	6
Photoplethysmography in postoperative monitoring of deep inferior epigastric perforator (DIEP) free flaps	6
Temporal complexity of EEG encodes human alertness	6
Video based non-contact monitoring of respiratory rate and chest indrawing in children with pneumonia	6
Determination of tidal volume by electrical impedance tomography (EIT) after indirect two-point calibration	6
Heart rate estimation and validation algorithm for fetal phonocardiography	6
A portable device with low-power consumption for monitoring mouse vital signs during in vivo photoacoustic imaging and photothermal therapy	6
Altered complexity in resting-state fNIRS signal in autism: a multiscale entropy approach	6
Modelling and analysis of electrical impedance myography of the lateral tongue	6
Contactless monitoring of human respiration using infrared thermography and deep learning	6
Validation of ambulatory monitoring devices to measure energy expenditure and heart rate in a military setting	6
Can fetal heart rate variability obtained from cardiotocography provide the same diagnostic value like from electrophysiological interbeat intervals?	6
Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory	6
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning	6
Dynamic lung behavior under high G acceleration monitored with electrical impedance tomography	6
Arterial pressure pulse wave separation analysis using a multi-Gaussian decomposition model	6
Advances in electrical impedance tomography and bioimpedance including applications in COVID-19 diagnosis and treatment	6
Prediction models for pulmonary function during acute exacerbation of chronic obstructive pulmonary disease	6
The interplay between heated environment and active standing test on cardiovascular autonomic control in healthy individuals	6
Classification of ECG using ensemble of residual CNNs with or without attention mechanism	6
An unsupervised automated paradigm for artifact removal from electrodermal activity in an uncontrolled clinical setting	6
Influence of ambient temperature on tonic and phasic electrodermal activity components	6
Number of trials and data structure affect the number and components of muscle synergies in upper-limb reaching movements	6
Automated remote decision-making algorithm as a primary triage system using machine learning techniques	5
Quantification of sweat urea in diabetes using electro-optical technique	5
Detection of fetal arrhythmias in non-invasive fetal ECG recordings using data-driven entropy profiling	5
Seizures detection using multimodal signals: a scoping review	5
Investigating the role of pericytes in cerebral autoregulation: a modeling study	5
Postural control paradigm (BioVRSea): towards a neurophysiological signature	5
Novel bionics developments in gastroenterology: fecobionics assessment of lower GI tract function	5
The effect of passive lower limb training on heart rate asymmetry	5
Video-based sleep detection using ocular signals under the standard conditions of the maintenance of wakefulness test in patients with sleep disorders	5

End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography	5
Camera-based assessment of cutaneous perfusion strength in a clinical setting	5
Ventilation improvement after pneumonia treatment evaluated with electrical impedance tomography: an observational study	5
Heart rate estimation from ballistocardiographic signals using deep learning	5
Quantitative falls risk assessment in elderly people: results from a clinical study with distance based timed up-and-go test recordings	5
U-Net-based approach for automatic lung segmentation in electrical impedance tomography	5
Human microvascular reactivity: a review of vasomodulating stimuli and non-invasive imaging assessment	5
Anatomical atlas of the upper part of the human head for electroencephalography and bioimpedance applications	5
Deep learning-based remote-photoplethysmography measurement from short-time facial video	5
Abnormality classification from electrocardiograms with various lead combinations	5
Night to night variability of pulse oximetry features in children at home and at the hospital	5
CARL: a running recognition algorithm for free-living accelerometer data	5
The effect of body position change on noninvasively acquired intracranial pulse waves	5
Motion robust ICG measurements using a two-step spectrum denoising method	5
Anterior–posterior distension of maximal upper esophageal sphincter opening is correlated with high-resolution cervical auscultation signal features	5
A prediction of hematoma expansion in hemorrhagic patients using a novel dual-modal machine learning strategy	5
A nonlinear mixed model approach to predict energy expenditure from heart rate	5
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
Interpretation and further development of the hypnodensity representation of sleep structure	5
Is skin temperature associated with muscle recovery status following a single bout of leg press?	5
Gender-dependent variations in optical illusions: evidence from N400 waveforms	5
A novel method to reduce false alarms in ECG diagnostic systems: capture and quantification of noisy signals	5
Tensor electrical impedance myography identifies clinically relevant features in amyotrophic lateral sclerosis	5
Correlation between maximal radial muscle displacement and stiffness in gastrocnemius muscle	5
Repeatability of ventilatory, metabolic and biomechanical responses to an intermittent incremental swimming protocol	5
Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control	5
Phantom material testing indicates that the mechanical properties, geometrical dimensions, and tensional state of tendons affect oscillation-based measurements	4
Non-invasive blood pressure estimation combining deep neural networks with pre-training and partial fine-tuning	4
Human in vivo liver and tumor bioimpedance measured with biopsy needle	4
Ultrasound elastography reveals the relation between body posture and soft-tissue stiffness which is relevant to the etiology of sitting-acquired pressure ulcers	4
Polysomnographic characteristics and acoustic analysis of catathrenia (nocturnal groaning)	4
Lung heterogeneity and deadspace volume in animals with acute respiratory distress syndrome using the inspired sinewave test	4
Novel application of Poincaré analysis to detect and quantify exercise oscillatory ventilation	4
A 4D flow cardiovascular magnetic resonance study of flow asymmetry and haemodynamic quantity correlations in the pulmonary artery	4
From 12 to 1 ECG lead: multiple cardiac condition detection mixing a hybrid machine learning approach with a one-versus-rest classification strategy	4
External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients	4
Comment on ‘Pulse rate variability in cardiovascular health: a review on its applications and relationship with heart rate variability’	4
In silico muscle volume conduction study validates in vivo measurement of tongue volume conduction properties using a user tongue array depressor	4
Effects of asymmetrical exercise demands on the symmetry of skin temperature in archers	4
Blunt injury of liver: mechanical response of porcine liver in experimental impact test	4
Bionic measurement of defecation in a swine model	4
Comparative assessment of ActiGraph data processing techniques for measuring sedentary behavior in adults with COPD	4
A systematic review of deep learning methods for modeling electrocardiograms during sleep	4
Spectral analysis of heart sounds associated with coronary artery disease	4
Detection of subjects with ischemic heart disease by using machine learning technique based on heart rate total variability parameters	4
Feasibility of wireless cardiorespiratory monitoring with dry electrodes incorporated in a belt in preterm infants	4
Sleep staging classification based on a new parallel fusion method of multiple sources signals	4
FASSNet: fast apnea syndrome screening neural network based on single-lead electrocardiogram for wearable devices	4
Detection of arrhythmia in 12-lead varied-length ECG using multi-branch signal fusion network	4
Modified photoplethysmography signal processing and analysis procedure for obtaining reliable stiffness index reflecting arteriosclerosis severity	4
Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model	4
Fast absolute 3D CGO-based electrical impedance tomography on experimental tank data	4
A dynamic learning-based ECG feature extraction method for myocardial infarction detection	4
Cerebral blood flow response rate to task-activation using a novel method can discriminate cognitive impairment from healthy aging	4
Integrating multimodal information in machine learning for classifying acute myocardial infarction	4
ECGPsychNet: an optimized hybrid ensemble model for automatic detection of psychiatric disorders using ECG signals	4
Machine learning for nocturnal mass diagnosis of atrial fibrillation in a population at risk of sleep-disordered breathing	4
Automatic sleep stage classification based on a two-channel electrooculogram and one-channel electromyogram	4
Estimating confidence intervals for cerebral autoregulation: a parametric bootstrap approach	4
Intra-breath changes in respiratory mechanics assessed from multi-frequency oscillometry measurements	4
RAQ: a novel surrogate for the craniospinal pressure–volume relationship	4
Lung area estimation using functional tidal electrical impedance variation images and active contouring	4
Analysis of intracranial pressure pulse waveform in studies on cerebrospinal compliance: a narrative review	4
Transmural recordings of gastrointestinal electrical activity using a spatially-dense microelectrode array	4
Wearable pulmonary monitoring system with integrated functional lung imaging and chest sound recording: a clinical investigation in healthy subjects	4
Effect of positive end-expiratory pressure on central venous pressure in the closed and open thorax	3
SEResUTer: a deep learning approach for accurate ECG signal delineation and atrial fibrillation detection	3
Clinical potential of pupillary light reflex and heart rate variability parameters as objective indicators of tonsillectomy-induced pain	3
Quantitative signal quality assessment for large-scale continuous scalp electroencephalography from a big data perspective	3
Impacts of respiratory fluctuations on cerebral circulation: a machine-learning-integrated 0–1D multiscale hemodynamic model	3
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	3
Temperature and creatine kinase changes during a 10d taper period in sprinters	3
In vivo neutron activation assembly design for quantification of trace elements using MCNP	3
Impact of ActiGraph sampling rate on free-living physical activity measurement in youth	3
Domain independent post-processing with graph U-nets: applications to electrical impedance tomographic imaging⋆	3
Standard-based personalized healthcare delivery for kidney illness using deep learning	3
Progressive evaluation in spectroscopic sensors for non-invasive blood haemoglobin analysis—a review	3
Estimation of aortic pulse wave velocity based on waveform decomposition of central aortic pressure waveform	3
Cardiac eigen imaging: a novel method to isolate cardiac activity in thoracic electrical impedance tomography	3
Improved Parkinsonian tremor quantification based on automatic label modification and SVM with RBF kernel	3
Label noise and self-learning label correction in cardiac abnormalities classification	3
Assessing stress variations in children during the strange situation procedure: comparison of three widely used respiratory sinus arrhythmia estimation methods	3
Overnight airway obstruction severity prediction centered on acoustic properties of smart phone: validation with esophageal pressure	3
Differentiation of pain levels by deploying various electroencephalogram synchronization features and a dynamic ensemble selection mechanism	3
Monitoring residual kidney function in haemodialysis patients using timed urine collections: validation of the use of estimated blood results to calculate GFR	3
Cerebrovascular tone and resistance measures differ between healthy control and patients with acute intracerebral haemorrhage: exploratory analyses from the BREATHE-ICH study	3
Bursted auricular vagus nerve stimulation alters heart rate variability in healthy subjects	3
Sources of automatic office blood pressure measurement error: a systematic review	3
A novel single-lead handheld atrial fibrillation detection system	3
Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type	3
From sleep medicine to medicine during sleep–a clinical perspective	3
A framework for modeling bioimpedance measurements of nonhomogeneous tissues: a theoretical and simulation study	3
Assessment of respiratory system compliance under pressure control ventilation without an inspiratory pause maneuver	3
Impact and workload are dominating on-field data monitoring techniques to track health and well-being of team-sports athletes	3
Improvement of exhausted cerebral autoregulation in patients with idiopathic intracranial hypertension benefit of venous sinus stenting	3