ArticleFrontiers in psychiatry2018
Heart Rate Variability as Indicator of Clinical State in Depression.
Article in Frontiers in psychiatry, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07757815 (Multimodal Biomarkers and Robot-Guided Precision TMS for Early Detection and Treatment of Postpartum Depression), which is not on this map. Cited by 88 papers, 4 of them syntheses that pooled it.
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.
Multimodal Biomarkers and Robot-Guided Precision TMS for Early Detection and Treatment of Postpartum Depression
Who cites it
88 citing papers in PubMed, 4 syntheses or guidelines pooled it, 231 citations in OpenAlex.
- A meta-analysis investigating the outcomes and correlation between heart rate variability biofeedback training on depressive symptoms and heart rate variability outcomes versus standard treatment in comorbid adult populations.Acta bio-medica : Atenei Parmensis · 2023Pooled it
- Digital phenotype of mood disorders: A conceptual and critical review.Frontiers in psychiatry · 2022Pooled it
- A meta-analysis on heart rate variability biofeedback and depressive symptoms.Scientific reports · 2021Pooled it
- Physiological responses to acute psychological stress as a biomarker for depression: A systematic review and meta-analysis.Psychological bulletinPooled it
- Resonance frequency versus fixed 0.1 Hz breathing in HRV biofeedback: a four-week randomized comparison.Scientific reports · 2026Trial
- Applying an osteopathic intervention to improve mild to moderate mental health symptoms: a mixed-methods feasibility randomised trial.Chiropractic & manual therapies · 2024Trial
- Effect of behavioral activation on time and frequency domain heart rate variability in older adults with subthreshold depression: a cluster randomized controlled trial in Thailand.BMC psychiatry · 2022Trial
- Early life stress blunts time-of-day-specific autonomic function in adult male mice.American journal of physiology. Regulatory, integrative and comparative physiology · 2026Article
- From Subjective to Objective: The Bedside Value of HRV in AssessingChronic Pain Complicated by Emotionaland Sleep Issues.Applied psychophysiology and biofeedback · 2026Article
- Wearable-measured heart rate variability and premenstrual disorder symptoms across menstrual cycle.Archives of women's mental health · 2026Article
- The circadian rhythm of heart rate variability in academic teachers with anxiety disorders.International journal of occupational medicine and environmental health · 2026Article
- Resting State Heart Rate Variability in Depression: An Introductory Narrative Review of Cross-Sectional and Longitudinal Evidence.Journal of personalized medicine · 2026Review
- Contactless depression screening via facial video-derived heart rate variability.Translational psychiatry · 2026Article
- A refined SMOTE-ENN optimization method based on machine learning for heart rate variability data classification.Frontiers in digital health · 2026Article
- Experimentally induced mood changes and simultaneously changing heart rate variability (HRV).Health psychology and behavioral medicine · 2026Article
- Tracking the longitudinal course of physiologic and mental health functioning among individuals in substance use disorder treatment.Frontiers in psychiatry · 2026Article
- Interplay of physical activity and sleep in modulating heart rate variability: insights from adults with major depressive disorder.Frontiers in physiology · 2026Article
- Heart rate variability and suicidal thoughts and behaviour: study protocol for a systematic review.Systematic reviews · 2025Article
- Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study.Journal of medical Internet research · 2025Article
- Association Between Depressive Symptoms and Altered Heart Rate Variability in Obstructive Sleep Apnea.Journal of clinical medicine · 2025Article
28 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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.