Wearable-derived Sleep Measurements are Associated with Long-COVID in the RECOVER Adult Cohort
Abstract
Wearables yield a wide array of sleep-related measures that are relevant to Long COVID. We leveraged wearables-derived sleep measures (WDSM) to identify differences between individuals with...
There doesn't seem to be a clinical trial registration protocol.
Here's what I could find via other sources:
Machine Translation:
Synergy of Wearable Data Systems for Post COVID (SynoSys.PC)
Departmental research in the field of “Healthcare Provision,” cross-cutting topic “Long/Post COVID,”...
Evidence for positive long- and short-term effects of vaccinations against COVID-19 in wearable sensor metrics
Abstract
Vaccines are among the most powerful tools to combat the COVID-19 pandemic. They are highly effective against infection and substantially reduce the risk of severe disease...
Bidirectional Associations Between Autonomic Function, Sleep Quality, and Daily Fatigue and Energy Symptoms in Long COVID: Longitudinal Digital Health Study
Nana Yaw Aboagye; Mark R Baker; Kenneth Baker; Silvia Del Din
BACKGROUND
Long COVID is characterized by persistent fatigue, with disrupted...
(Not sure where to post this)
I have been asked for my opinion on an ME/CFS research proposal. I want to suggest an activity monitor or step counter as an outcome measure.
Unfortunately budget isn’t huge so would need to be two figures in US$/€/£ per unit. Suggestions welcomed.
Edited to add...
Sustained Reduction in Cardiopulmonary Fitness in Long COVID: A Report from the RECOVER-adult Cohort Study
BACKGROUND
Long-term effect of COVID-19 (Long COVID) may persist for months or years after SARS-CoV-2 infection, but longer-term cardiopulmonary manifestations have not been previously...
Associations between heart rate and physical activity in people with post-COVID-19 condition accounting for myalgic encephalomyelitis/chronic fatigue syndrome symptoms
BACKGROUND
Tachycardia after mild activity or during rest is a common complaint among people with post-COVID-19 condition...
Characterization of Post-Viral Infection Behaviors Among Patients With Long COVID: Prospective, Observational, Longitudinal Cohort Analyses of Fitbit Data and Patient-Reported Outcomes
BACKGROUND
Long COVID encompasses a range of health problems that can be highly debilitating. While some...
Longitudinal wearable sensor data enhance precision of Long COVID detection
Despite the millions of individuals struggling with persistent symptoms, Long COVID has remained difficult to diagnose due to limited objective biomarkers, often leading to underdiagnosis or even misdiagnosis. To...
Pursuing Reduction in Fatigue After COVID-19 via Exercise and Rehabilitation PREFACER: a protocol for a randomised feasibility trial
INTRODUCTION
Over 777 million COVID-19 infections have occurred globally, with data suggesting that 10%–20% of those infected develop Long COVID. Fatigue is one...
Pacing with a heart rate monitor for people with myalgic encephalomyelitis/chronic fatigue syndrome and long COVID: a feasibility study
BACKGROUND
People living with ME/CFS and LC frequently live with post-exertional malaise (PEM), which is associated with impairments in aerobic metabolism...
https://www.nature.com/articles/s41746-025-01939-x
Article
Open access
Published: 08 October 2025
Systematic review: digital biomarkers of fatigue in chronic diseases
Nana Yaw Aboagye,
Chloe Hinchliffe,
Silvia Del Din,
Wan-Fai Ng,
Kenneth F. Baker &
Mark R. Baker
npj Digital Medicine...
Digital Biometric Measures in Long COVID: A Secondary Analysis of the STOP-PASC Randomized Clinical Trial
Fatma Gunturkun, Haley Hedlin, Bren Botzheim
[Line breaks added]
Key Points
Question
What are longitudinal digital wearable biometric measures and trajectory patterns in participants with...
Automatic detection of persistent physiological changes after COVID infection via wearable devices with potential for long COVID management
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection can lead to post-acute sequelae of SARS-CoV-2 infection (PASC), or Long COVID, a...
‘Most People with Long COVID Are Their Own Doctors’: Self-Tracking and Online Patient Groups as Pathways to Challenging Epistemic Injustice
Sazana Jayadeva; Deborah Lupton
This article focuses on the struggles of people with Long COVID to obtain diagnoses and treatment in the face of medical...
Posts split from Norway: Study of Daratumumab Injections for Patients with Moderate to Severe Chronic Fatigue Syndrome, 2025
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Aren’t those quite unreliable?
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