ReviewDiagnostics (Basel, Switzerland)2021
A Review of Biophysiological and Biochemical Indicators of Stress for Connected and Preventive Healthcare.
Review in Diagnostics (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 citing papers in PubMed, 49 citations in OpenAlex.
- Uncovering the metabolic impact of acute psychological stress in young adults.Scientific reports · 2026Observational
- Wearable Physiological Signals under Acute Stress and Exercise Conditions.Scientific data · 2025Article
- A comprehensive review of crop stress detection: destructive, non-destructive, and ML-based approaches.Frontiers in plant science · 2025Review
- Understanding cardiac events in breast cancer (UCARE): pilot cardio-oncology assessment and surveillance pathway for breast cancer patients.Breast cancer research and treatment · 2024Article
- Predicting stress levels using physiological data: Real-time stress prediction models utilizing wearable devices.AIMS neuroscience · 2024Review
- Stress Monitoring Using Machine Learning, IoT and Wearable Sensors.Sensors (Basel, Switzerland) · 2023Article
- The Role of Major Biomarkers of Stress in Atrial Fibrillation: A Literature Review.The Journal of innovations in cardiac rhythm management · 2023Review
- An Ex Vivo Study of Wireless Linkage Distance between Implantable LC Resonance Sensor and External Readout Coil.Sensors (Basel, Switzerland) · 2022Article
- Stress Monitoring Using Wearable Sensors: A Pilot Study and Stress-Predict Dataset.Sensors (Basel, Switzerland) · 2022Article
- Exploring Unsupervised Machine Learning Classification Methods for Physiological Stress Detection.Frontiers in medical technology · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 1 institution in 2 countries.
Funding
Abstract
Stress is a known contributor to several life-threatening medical conditions and a risk factor for triggering acute cardiovascular events, as well as a root cause of several social problems. The burden of stress is increasing globally and, with that, is the interest in developing effective stress-monitoring solutions for preventive and connected health, particularly with the help of wearable sensing technologies. The recent development of miniaturized and flexible biosensors has enabled the development of connected wearable solutions to monitor stress and intervene in time to prevent the progression of stress-induced medical conditions. This paper presents a review of the literature on different physiological and chemical indicators of stress, which are commonly used for quantitative assessment of stress, and the associated sensing technologies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.