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Determination of Optimal Heart Rate Variability Features Based on SVM-Recursive Feature Elimination for Cumulative Stress Monitoring Using ECG Sensor

https://doi.org/10.3390/s18072387
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27/27 checkable references clean · checked 2026-07-23

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

10 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 27 checked references that resolve
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Increased heart rate and reduced heart-rate variability are associated with subclinical inflammation in middle-aged and elderly subjects with no apparent heart disease
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Stress, the Autonomic Nervous System, and the Immune-kynurenine Pathway in the Etiology of Depression
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The relationship between HRV parameters and stressful driving situation in the real road
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Evaluation of the Cardiac Response to Psychological Stress by Short-Term ECG Recordings: Heart Rate Variability and Detrended Fluctuation Analysis
resolves10.3390/ijerph15010113
Heart Rate Variability Frequency Domain Alterations among Healthy Nurses Exposed to Prolonged Work Stress
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Feature and Sensor Selection for Detection of Driver Stress
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Detecting Negative Emotions During Real-Life Driving via Dynamically Labelled Physiological Data
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Wearable Device-Based System to Monitor a Driver’s Stress, Fatigue, and Drowsiness
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An animal model of anhedonia: attenuation of sucrose consumption and place preference conditioning by chronic unpredictable mild stress
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Creating a Rat Model of Chronic Variate Stress
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Chronic mild stress affects sucrose intake and sleep in rats
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Effect of the data sampling rate on accuracy of indices for heart rate and blood pressure variability and baroreflex function in resting rats and mice
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Assessment of chronic stress in sheep (part II): Exploring heart rate variability as a non-invasive measure to evaluate cardiac regulation
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A New Approach to Detect Congestive Heart Failure Using Short-Term Heart Rate Variability Measures
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Stress measurement from wearable photoplethysmographic sensor using heart rate variability data
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The utility of low frequency heart rate variability as an index of sympathetic cardiac tone: A review with emphasis on a reanalysis of previous studies
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Why should one normalize heart rate variability with respect to average heart rate
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Animal models of anxiety disorders and stress
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Protection and Damage from Acute and Chronic Stress: Allostasis and Allostatic Overload and Relevance to the Pathophysiology of Psychiatric Disorders
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The 10 references without a DOI — listed, not checked
no DOI — not checkedRelative role of obesity and occupational hazards on autonomic modulation
no DOI — not checkedKim, D., Koo, H., Lee, W., and Kim, M. (2014, January 14–15). Application and limitation of frequency domain, LF/HF component in heart rate variability as an acute stress index. Proceedings of the International Conference on Biomedical Engineering and Systems, Prague, Czech Republic.
no DOI — not checkedAn introduction to variable and feature selection
no DOI — not checkedEvaluation of cardiac responses to stress in healthy individuals—A non invasive evaluation by heart rate variability and stroop test
no DOI — not checkedAigrain, J., Spodenkiewicz, M., Dubuisson, S., Detyniecki, M., Cohen, D., and Chetouani, M. (2016). Multimodal stress detection from multiple assessments. IEEE Trans. Affect. Comput., 14.
no DOI — not checkedYehuda, S., and Mostofsky, D.I. (2006). Experimental Protocols for the Study of Stress in Animals and Humans. Nutrients, Stress, and Medical Disorders, Nutrition and Health, Human Press.
no DOI — not checkedJunli, C., and Licheng, J. (2000, January 21–25). Classification mechanism of support vector machines. Proceedings of the 5th International Conference on Signal Processing, Beijing, China.
no DOI — not checkedHeart rate variability and patient outcome in advanced heart failure
no DOI — not checkedDevelopment of four stress levels in group stroop colour word test using HRV analysis
no DOI — not checkedBoonnithi, S., and Phongsuphap, S. (2011, January 18–21). Comparison of heart rate variability measures for mental stress detection. Proceedings of the Computing in Cardiology, Hangzhou, China.
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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