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Paper Citation Record · LEDGER

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring

As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.14146.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.14146 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:22:53.033014Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 913690de-e4e4-403d-9362-4481557aa6e9 · outbound

This paper cites an unresolved cited work.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Unresolved cited work

Reference 1

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Observation 6dff9eef-5861-40b3-a080-b76e23f3b865 · outbound

This paper cites Traffic stress, vehicular burden and well-being: a multilevel analysis,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Traffic stress, vehicular burden and well-being: a multilevel analysis,

Reference 2

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Observation d29afc53-c697-47d7-a706-019c0d7d9037 · outbound

This paper cites Work stress and health problems of professional drivers: a hazardous formula for their safety outcomes,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Work stress and health problems of professional drivers: a hazardous formula for their safety outcomes,

Reference 3

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Observation b277417e-fa14-4d75-8884-2546d23947ed · outbound

This paper cites Signal processing and machine learning for mental health research and clinical applications [perspectives],.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Signal processing and machine learning for mental health research and clinical applications [perspectives],

Reference 4

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Observation 362d257d-11c9-4f71-85d6-6b06ce5b716a · outbound

This paper cites Multimodal features for detection of driver stress and fatigue,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Multimodal features for detection of driver stress and fatigue,

Reference 5

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Observation 7721d320-610c-4416-9066-22119a68656a · outbound

This paper cites Camera-based drowsiness reference for driver state classification under real driving conditions,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Camera-based drowsiness reference for driver state classification under real driving conditions,

Reference 6

Resolution
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Observation 108d54b7-7f81-40ea-ae67-9bd845445b94 · outbound

This paper cites Real-time detection of driver cognitive distraction using support vector machines,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Real-time detection of driver cognitive distraction using support vector machines,

Reference 7

Resolution
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Source-reported events for the cited work

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Observation df343c02-84a7-4bf3-8553-84e7a7d91be9 · outbound

This paper cites Effects of cognitive load on driving performance: The cognitive control hypothesis,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Effects of cognitive load on driving performance: The cognitive control hypothesis,

Reference 8

Resolution
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Observation 25914ef2-21ab-4aa9-bafb-e5bab9ea3772 · outbound

This paper cites A multimodal dataset for various forms of distracted driving,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring A multimodal dataset for various forms of distracted driving,

Reference 9

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Source-reported events for the cited work

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Observation 5e9dd542-d514-4530-93e8-8ffb1ee3a52e · outbound

This paper cites Mea- suring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Mea- suring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness,

Reference 10

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Source-reported events for the cited work

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Observation 9293f476-64fd-4031-bf08-3ebce9e73450 · outbound

This paper cites Driver fatigue detection systems: A review,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Driver fatigue detection systems: A review,

Reference 11

Resolution
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Observation 08cd0086-e474-42eb-b176-c3fe718d87b6 · outbound

This paper cites Daily actigraphy profiles distinguish depressive and interepisode states in bipolar disorder,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Daily actigraphy profiles distinguish depressive and interepisode states in bipolar disorder,

Reference 12

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Source-reported events for the cited work

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Observation 03e1d590-2347-4506-a9d5-89e72909539c · outbound

This paper cites Self-supervised learning for human activity recognition using 700,000 person-days of wearable data,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Self-supervised learning for human activity recognition using 700,000 person-days of wearable data,

Reference 13

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Source-reported events for the cited work

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Observation 5d99c15a-443c-4ff1-8e52-0cc165831e4c · outbound

This paper cites SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 14

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Observation f0b75e71-1d72-42c4-80c8-5583c82f397d · outbound

This paper cites Detecting stress during real-world driv- ing tasks using physiological sensors,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Detecting stress during real-world driv- ing tasks using physiological sensors,

Reference 15

Resolution
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Observation 14699fd0-cf12-4a77-838c-eed838810b32 · outbound

This paper cites Classifying driver workload using physiological and driving perfor- mance data: two field studies,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Classifying driver workload using physiological and driving perfor- mance data: two field studies,

Reference 16

Resolution
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Observation 08ecd554-325b-4e2a-b196-5b2e7ff302a2 · outbound

This paper cites How the autonomic nervous system and driving style change with incremental stressing conditions during simulated driving,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring How the autonomic nervous system and driving style change with incremental stressing conditions during simulated driving,

Reference 17

Resolution
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Observation 3956a8b0-8e77-4edf-896d-6116bb17fdc5 · outbound

This paper cites An overview of heart rate variability metrics and norms,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring An overview of heart rate variability metrics and norms,

Reference 18

Resolution
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Observation 93f3bbd4-7bfd-4eab-9e1e-32e64ff0e887 · outbound

This paper cites Stress and heart rate variability: a meta-analysis and review of the literature,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Stress and heart rate variability: a meta-analysis and review of the literature,

Reference 19

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Observation f6608c34-8cdf-4737-9c6e-2d734940f276 · outbound

This paper cites Heart rate dynamics for cognitive load estimation in a driving simulation task,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Heart rate dynamics for cognitive load estimation in a driving simulation task,

Reference 20

Resolution
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Observation d19d4f9c-c744-4d3f-93ea-a98a0c4086e5 · outbound

This paper cites Driver’s stress detection using skin potential response signals,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Driver’s stress detection using skin potential response signals,

Reference 21

Resolution
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Source-reported events for the cited work

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Observation aa85cd12-f7ea-4c05-801f-442cea718ff3 · outbound

This paper cites Multimodal estimation of change points of physiological arousal during driving,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Multimodal estimation of change points of physiological arousal during driving,

Reference 22

Resolution
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Source-reported events for the cited work

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Observation 5eb3164d-f2bc-428c-a137-0b8a0e1b7e23 · outbound

This paper cites Boucsein, Electrodermal activity.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Boucsein, Electrodermal activity

Reference 23

Resolution
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Observation 61bc93ae-1de1-4e9f-af0f-e2a9d78be4df · outbound

This paper cites The complexity of electrodermal activity is altered in mental cognitive stressors,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring The complexity of electrodermal activity is altered in mental cognitive stressors,

Reference 24

Resolution
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Source-reported events for the cited work

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Observation d083488d-11d1-40f7-92ab-08aff2f0c88a · outbound

This paper cites Wearable device-based system to monitor a driver’s stress, fatigue, and drowsiness,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Wearable device-based system to monitor a driver’s stress, fatigue, and drowsiness,

Reference 25

Resolution
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Source-reported events for the cited work

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Observation dc93059f-56a6-430c-a5da-5ee37cddb45f · outbound

This paper cites A reasoning- based framework for car driver’s stress prediction,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring A reasoning- based framework for car driver’s stress prediction,

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 5d31c965-3811-472d-90aa-08df79da6933 · outbound

This paper cites Drowsiness detection based on the analysis of breathing rate obtained from real-time image recognition,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Drowsiness detection based on the analysis of breathing rate obtained from real-time image recognition,

Reference 27

Resolution
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Source-reported events for the cited work

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Observation 80c62c81-639e-4336-9a70-9a92da6328c5 · outbound

This paper cites Breathing rate complexity features for “in-the-wild.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Breathing rate complexity features for “in-the-wild

Reference 28

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e3e544c6-2c20-4bb3-b505-16045b652b05 · outbound

This paper cites Thermal infrared imaging in psychophysiology: potentialities and limits,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Thermal infrared imaging in psychophysiology: potentialities and limits,

Reference 29

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9ebc051d-ffad-4ced-8439-8db635863f87 · outbound

This paper cites A preliminary study on driver’s stress index using a new method based on differential skin temperature measurement,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring A preliminary study on driver’s stress index using a new method based on differential skin temperature measurement,

Reference 30

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b7f84987-8f15-46bd-997f-1a4b8d7c2e48 · outbound

This paper cites Development of a facial skin temperature- based methodology for non-intrusive mental workload measurement,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Development of a facial skin temperature- based methodology for non-intrusive mental workload measurement,

Reference 31

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d419ab31-19e7-47e0-8f52-dcf711f7e5df · outbound

This paper cites Eeg classification of driver mental states by deep learning,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Eeg classification of driver mental states by deep learning,

Reference 32

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 615cba40-336b-473c-9ccf-ea4e19b03229 · outbound

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Estimating Markers of Driving Stress through Multimodal Physiological Monitoring BeamNG.tech

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 45510af1-a601-43a5-8689-8d98ed914d8f · outbound

This paper cites NeuroKit2: A python toolbox for neurophysiological signal processing,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring NeuroKit2: A python toolbox for neurophysiological signal processing,

Reference 34

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.007826Z digest=sha256:3aab948bb1202a6f58a32e9d59eebe963e190d2048a16523503e6302323f01f8

Observation 59f1ab13-c2da-4ba7-9ec3-66f47aefa4e5 · outbound

This paper cites Statistical strategies to quantify respiratory sinus arrhythmia: are commonly used metrics equivalent?.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Statistical strategies to quantify respiratory sinus arrhythmia: are commonly used metrics equivalent?

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.132969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.010276Z digest=sha256:c3c11e8a61566123405c8a06f1d8709238feb7a0b9a1aec2579b36809407a6bc

Observation afc5539a-3305-4f69-b8ca-df6ee3a3a375 · outbound

This paper cites cvxeda: A convex optimization approach to electrodermal activity processing,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring cvxeda: A convex optimization approach to electrodermal activity processing,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.124399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.012709Z digest=sha256:507d4978af8d723cf6706dba19bc5c5f8e11d45e56194fa8d73c99e445dc0354

Observation 390f74be-f4cf-4402-893b-4e5d4d1b1ab4 · outbound

This paper cites A linear model for event-related respiration responses,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring A linear model for event-related respiration responses,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.116757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.015192Z digest=sha256:5557efa4df336491cfbdf3997aeb39d48af3c6517d79c62a99480d994610f92e

Observation 252e0a29-830e-4770-b5ca-728d2c1662e6 · outbound

This paper cites Xgboost: A scalable tree boosting system,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Xgboost: A scalable tree boosting system,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:53.017588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:53.017588Z digest=sha256:c24d39e3a537b25eac4e2eb8ddb2cd54b3cfd3351d6b46f7d0a10db694587280

Observation c71a9760-9a47-4f6a-a8d7-ad2c9bbc8cb1 · outbound

This paper cites A unified approach to interpreting model predictions,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring A unified approach to interpreting model predictions,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.105257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.020961Z digest=sha256:4fda8d0ec322534de380b32892bf84e5107bc22e7c7f9694f9d0274b67d2179f

Observation d8244a43-2a8a-481b-9569-9c6deea5f9ea · outbound

This paper cites Exploring the use of thermal infrared imaging in human stress re- search,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Exploring the use of thermal infrared imaging in human stress re- search,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.096613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.023275Z digest=sha256:b8533d1bef3983ddcb5a631f590f6d0920cbfbc705801c1717c67df06daf8908

Observation 3160008c-aa12-461d-bfa4-e095a2da205d · outbound

This paper cites Understanding drivers’ stress and interactions with vehicle systems through naturalistic data analysis,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Understanding drivers’ stress and interactions with vehicle systems through naturalistic data analysis,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.088682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.025646Z digest=sha256:2631c533b6718a2319f457806da57ff767356d6a847f2e201d8b110fea6eb000

Observation 7a4143b0-54d4-4790-8f15-bc091fb6de37 · outbound

This paper cites The proof and measurement of association between two things.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring The proof and measurement of association between two things

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.080429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.028276Z digest=sha256:a88c1cfe4c82eb9e1233d9eb177058b6c5d22ff5ecfaa55eb814d5ba70567862

Observation 2a63f2df-3ba5-4c7c-89ae-b028889fa2d2 · outbound

This paper cites Professional drivers’ fatigue as a problem of the modern era,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Professional drivers’ fatigue as a problem of the modern era,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.072959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.030613Z digest=sha256:c2140c16e5070ce780b843179fede4849f905c3e7428131d2964c9247b89e379

Observation 8ba5834e-1738-4bfc-a966-4062a512297a · outbound

This paper cites Nasal skin temperature reveals changes in arousal levels due to time on task: An experimental thermal infrared imaging study,.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring Nasal skin temperature reveals changes in arousal levels due to time on task: An experimental thermal infrared imaging study,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:53.064821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:22:53.033014Z digest=sha256:9dd45d06422ae9ca60d8a5b168f8ad5b1cb2f2587c2333da88f828f23212cdca

Pith citing papers

No inbound Pith citation observations are available.