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Instant Automated Inference of Perceived Mental Stress through Smartphone PPG and Thermal Imaging

https://doi.org/10.1101/326157
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9783527693306openalex-snapshot
Infrared Thermal Imaging: Fundamentals, Research and Applications
inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb01338.xopenalex-snapshot
A Mathematical Theory of Communication
inferredcites →https://doi.org/10.1007/978-1-4613-0741-9openalex-snapshot
A Clinical Guide to the Treatment of the Human Stress Response
inferredcites →https://doi.org/10.1007/978-1-4614-5538-7openalex-snapshot
A Clinical Guide to the Treatment of the Human Stress Response
inferredcites →https://doi.org/10.1007/978-1-4899-3216-7openalex-snapshot
Image Processing, Analysis and Machine Vision
inferredcites →https://doi.org/10.1007/978-3-642-24600-5_16openalex-snapshot
Call Center Stress Recognition with Person-Specific Models
inferredcites →https://doi.org/10.1007/s00421-004-1055-zopenalex-snapshot
The effect of mental stress on heart rate variability and blood pressure during computer work
inferredcites →https://doi.org/10.1007/s10877-015-9798-0openalex-snapshot
Ambient temperature effect on pulse rate variability as an alternative to heart rate variability in young adult
inferredcites →https://doi.org/10.1016/j.amepre.2016.01.026openalex-snapshot
A Systematic, Multi-domain Review of Mobile Smartphone Apps for Evidence-Based Stress Management
inferredcites →https://doi.org/10.1016/j.cviu.2006.08.011openalex-snapshot
Coalitional tracking
inferredcites →https://doi.org/10.1016/j.hrthm.2012.12.001openalex-snapshot
A novel application for the detection of an irregular pulse using an iPhone 4S in patients with atrial fibrillation
inferredcites →https://doi.org/10.1016/j.ijcard.2012.03.119openalex-snapshot
How accurate is pulse rate variability as an estimate of heart rate variability?
inferredcites →https://doi.org/10.1016/j.ijpsycho.2013.05.017openalex-snapshot
Smartphone-enabled pulse rate variability: An alternative methodology for the collection of heart rate variability in psychophysiological research
inferredcites →https://doi.org/10.1016/j.neucom.2011.10.047openalex-snapshot
A k-nearest-neighbor classifier with heart rate variability feature-based transformation algorithm for driving stress recognition
inferredcites →https://doi.org/10.1016/j.physbeh.2010.11.029openalex-snapshot
The use of nasal skin temperature measurements in studying emotion in macaque monkeys
inferredcites →https://doi.org/10.1016/s0169-8141(96)00011-xopenalex-snapshot
Using facial skin temperature to objectively evaluate sensations
inferredcites →https://doi.org/10.1016/s0735-1097(00)00595-7openalex-snapshot
Effects of controlled breathing, mental activity and mental stress with or without verbalization on heart rate variability
inferredcites →https://doi.org/10.1016/s0735-1097(96)00342-7openalex-snapshot
Determinants of heart rate variability
inferredcites →https://doi.org/10.1017/s0048577202990049openalex-snapshot
Comparison of finger plethysmograph to ECG in the measurement of heart rate variability
inferredcites →https://doi.org/10.1037/h0054651openalex-snapshot
Studies of interference in serial verbal reactions.
inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot
Deep learning
inferredcites →https://doi.org/10.1038/srep00305openalex-snapshot
Fast by Nature - How Stress Patterns Define Human Experience and Performance in Dexterous Tasks
inferredcites →https://doi.org/10.1073/pnas.95.11.6454openalex-snapshot
Cerebral cortical hyperactivation in response to mental stress in patients with coronary artery disease
inferredcites →https://doi.org/10.1088/0031-9155/18/5/307openalex-snapshot
Spectral emissivity of skin and pericardium
inferredcites →https://doi.org/10.1088/0967-3334/28/3/r01openalex-snapshot
Photoplethysmography and its application in clinical physiological measurement
inferredcites →https://doi.org/10.1088/0967-3334/31/11/n01openalex-snapshot
Investigating a smartphone imaging unit for photoplethysmography
inferredcites →https://doi.org/10.1088/0967-3334/33/9/1419openalex-snapshot
Signal quality indices and data fusion for determining clinical acceptability of electrocardiograms
inferredcites →https://doi.org/10.1088/1361-6579/aabe6aopenalex-snapshot
Assessing mental stress from the photoplethysmogram: a numerical study
inferredcites →https://doi.org/10.1093/occmed/kqs140openalex-snapshot
Clinical stress assessment using a visual analogue scale
inferredcites →https://doi.org/10.1093/oxfordjournals.eurheartj.a014868openalex-snapshot
Heart rate variability: Standards of measurement, physiological interpretation, and clinical use
inferredcites →https://doi.org/10.1098/rsif.2013.0719openalex-snapshot
Complexity of physiological responses decreases in high-stress musical performance
inferredcites →https://doi.org/10.1109/acii.2013.117openalex-snapshot
Stress Recognition Using Wearable Sensors and Mobile Phones
inferredcites →https://doi.org/10.1109/acii.2017.8273608openalex-snapshot
The ordinal nature of emotions
inferredcites →https://doi.org/10.1109/acii.2017.8273639openalex-snapshot
DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings
inferredcites →https://doi.org/10.1109/acii.2017.8273662openalex-snapshot
Automated mental stress recognition through mobile thermal imaging
inferredcites →https://doi.org/10.1109/iccsp.2016.7754331openalex-snapshot
Stress measurement from wearable photoplethysmographic sensor using heart rate variability data
inferredcites →https://doi.org/10.1109/ichit.2006.117openalex-snapshot
Detection of Acute Stress by Heart Rate Variability Using a Prototype Mobile ECG Sensor
inferredcites →https://doi.org/10.1109/mcom.2010.5560598openalex-snapshot
A survey of mobile phone sensing
inferredcites →https://doi.org/10.1109/tbme.1986.325695openalex-snapshot
Quantitative Investigation of QRS Detection Rules Using the MIT/BIH Arrhythmia Database
inferredcites →https://doi.org/10.1109/tbme.2007.891930openalex-snapshot
Contact-Free Measurement of Cardiac Pulse Based on the Analysis of Thermal Imagery
inferredcites →https://doi.org/10.1109/tbme.2012.2232927openalex-snapshot
Spatiotemporal Smoothing as a Basis for Facial Tissue Tracking in Thermal Imaging
inferredcites →https://doi.org/10.1109/titb.2009.2036164openalex-snapshot
Discriminating Stress From Cognitive Load Using a Wearable EDA Device
inferredcites →https://doi.org/10.1109/tits.2005.848368openalex-snapshot
Detecting Stress During Real-World Driving Tasks Using Physiological Sensors
inferredcites →https://doi.org/10.1111/j.1469-8986.1983.tb02156.xopenalex-snapshot
Respiration, Stress, and Cardiovascular Function
inferredcites →https://doi.org/10.1111/j.1553-2712.2001.tb01132.xopenalex-snapshot
Reliability of the Visual Analog Scale for Measurement of Acute Pain
inferredcites →https://doi.org/10.1111/j.1748-1716.1983.tb07174.xopenalex-snapshot
Comparison of urinary and plasma catecholamine responses to mental stress
inferredcites →https://doi.org/10.1111/psyp.12243openalex-snapshot
Thermal infrared imaging in psychophysiology: Potentialities and limits
inferredcites →https://doi.org/10.1123/ijspp.2016-0668openalex-snapshot
Comparison of Heart-Rate-Variability Recording With Smartphone Photoplethysmography, Polar H7 Chest Strap, and Electrocardiography
inferredcites →https://doi.org/10.1136/hrt.77.2.99openalex-snapshot
Heart rate variability: why do spectral analysis?
inferredcites →https://doi.org/10.1145/2370216.2370260openalex-snapshot
Understanding physiological responses to stressors during physical activity
inferredcites →https://doi.org/10.1145/2702123.2702386openalex-snapshot
Balancing Boundaries
inferredcites →https://doi.org/10.1145/2702123.2702512openalex-snapshot
Finding the Adaptive Sweet Spot
inferredcites →https://doi.org/10.1145/2750858.2807526openalex-snapshot
cStress
inferredcites →https://doi.org/10.1145/2858036.2858247openalex-snapshot
COGCAM
inferredcites →https://doi.org/10.1145/3130898openalex-snapshot
Cognitive Heat
inferredcites →https://doi.org/10.1145/3170427.3188648openalex-snapshot
Knowing What You're Doing or Knowing what to do
inferredcites →https://doi.org/10.1145/3173574.3173576openalex-snapshot
Deep Thermal Imaging
inferredcites →https://doi.org/10.1146/annurev.ps.44.020193.000245openalex-snapshot
From Psychological Stress to the Emotions: A History of Changing Outlooks
inferredcites →https://doi.org/10.1152/japplphysiol.01110.2002openalex-snapshot
Deriving heart period variability from blood pressure waveforms
inferredcites →https://doi.org/10.1159/000119004openalex-snapshot
The ‘Trier Social Stress Test’ – A Tool for Investigating Psychobiological Stress Responses in a Laboratory Setting
inferredcites →https://doi.org/10.1161/01.cir.96.9.3224openalex-snapshot
Sympathovagal Balance
inferredcites →https://doi.org/10.1161/01.res.59.2.178openalex-snapshot
Power spectral analysis of heart rate and arterial pressure variabilities as a marker of sympatho-vagal interaction in man and conscious dog.
inferredcites →https://doi.org/10.1161/jaha.116.003428openalex-snapshot
Diagnostic Performance of a Smartphone‐Based Photoplethysmographic Application for Atrial Fibrillation Screening in a Primary Care Setting
inferredcites →https://doi.org/10.1177/0146167299258008openalex-snapshot
Self-Evaluated Self-Esteem, Peer-Evaluated Self-Esteem, and Defensive Egotism as Predictors of Adolescents’ Participation in Bullying Situations
inferredcites →https://doi.org/10.1177/070674370905400104openalex-snapshot
What Stress Does to Your Brain: A Review of Neuroimaging Studies
inferredcites →https://doi.org/10.1364/boe.5.001124openalex-snapshot
Robust efficient estimation of heart rate pulse from video
inferredcites →https://doi.org/10.1364/boe.6.001565openalex-snapshot
DistancePPG: Robust non-contact vital signs monitoring using a camera
inferredcites →https://doi.org/10.1364/boe.8.004480openalex-snapshot
Robust tracking of respiratory rate in high-dynamic range scenes using mobile thermal imaging
inferredcites →https://doi.org/10.1371/journal.pone.0090782openalex-snapshot
Exploring the Use of Thermal Infrared Imaging in Human Stress Research
inferredcites →https://doi.org/10.1504/jdr.2016.077015openalex-snapshot
The tactile triangle: a design research framework demonstrated through tactile comparisons of textile materials
inferredcites →https://doi.org/10.2196/jmir.6955openalex-snapshot
Designing, Prototyping and Evaluating Digital Mindfulness Applications: A Case Study of Mindful Breathing for Stress Reduction
inferredcites →https://doi.org/10.3109/02656736.2010.534527openalex-snapshot
Thresholds for thermal damage to normal tissues: An update
inferredcites →https://doi.org/10.3233/oer-2007-7202openalex-snapshot
Development of a facial skin temperature-based methodology for non-intrusive mental workload measurement
inferredcites →https://doi.org/10.3311/ppee.10075openalex-snapshot
HRV-based Stress Level Assessment Using Very Short Recordings
inferredcites →https://doi.org/10.3389/fphys.2011.00086openalex-snapshot
Heart Rate Variability ? A Historical Perspective
inferredcites →https://doi.org/10.3389/fphys.2013.00026openalex-snapshot
The LF/HF ratio does not accurately measure cardiac sympatho-vagal balance
inferredcites →https://doi.org/10.3389/fpsyg.2014.01040openalex-snapshot
A healthy heart is not a metronome: an integrative review of the heart's anatomy and heart rate variability
inferredcites →https://doi.org/10.3389/fpubh.2017.00258openalex-snapshot
An Overview of Heart Rate Variability Metrics and Norms
inferredcites →https://doi.org/10.3390/bioengineering3040021openalex-snapshot
Optimal Signal Quality Index for Photoplethysmogram Signals
inferredcites →https://doi.org/10.4022/jafib.1605openalex-snapshot
Smartphone-based Arrhythmia Detection: Should we encourage patients to use the ECG in their pocket?
inferredcites →https://doi.org/10.4108/icst.pervasivehealth.2015.259501openalex-snapshot
Roles for Personal Informatics in Chronic Pain
inferredcites →https://doi.org/10.48550/arxiv.1803.02310openalex-snapshot
Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature Patterns
inferredcites →https://doi.org/10.5220/0005716801500158openalex-snapshot
Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1109/cvprw50498.2020.00157openalex-snapshot
In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos
inferred← citeshttps://doi.org/10.1109/taffc.2024.3501400openalex-snapshot
The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition
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