Publications
1,589 peer-reviewed studies and conference papers whose research used an Axivity accelerometer.
2026
- Children's COOPeration Denmark (Child-COOP): A 3-year systems trial targeting physical activity behaviour in children – design and baseline characteristics (opens in new tab)
- circadia-bio/axR: v0.1.0 (opens in new tab)
- Clinic-based improvement in functional motor disorders does not reflect persistent real-world behavioral inactivity: implications for digital endpoint development (opens in new tab)
- Cluster Randomized Controlled Trial to Promote Physical Activity Among Low-Resourced Mothers in New York City: Protocol for the Free Time for Wellness Effectiveness Trial. (opens in new tab)
- Comparison of EMG, Video, and Actigraphy Signals for Detecting Motor Activity in REM Sleep Behavior Disorder (opens in new tab)
- Comparison of SENS and Axivity Accelerometers for Measurement of Postures and Movements in Children (opens in new tab)
- Comparison of United Kingdom (UK) and United States (U.S.) hypertension treatment status, physical activity and prospective mortality risk (opens in new tab)
- Construct and Longitudinal Validity of Real-World Walking Distance in Older Adults Recovering from Hip Fracture (opens in new tab)
- Construct validity of real-world digital mobility outcomes in patients after proximal femoral fracture: a cross-sectional observational study (opens in new tab)
- Continuous assessment of daily-living gait using self-supervised learning of wrist-worn accelerometer data. (opens in new tab)
- Continuous Estimation of Achilles Tendon Loading in Rupture Patients Using a Single Boot-Mounted Accelerometer (opens in new tab)
- Criterion validity assessment of the 24-hour movement behaviors questionnaire (24HMBQ) for Chinese college students: validation study (opens in new tab)
- Data from the UK Biobank demonstrates that increased brief, sporadic moderate-to-vigorous physical activity reduces mortality (opens in new tab)
- Deep learning of wrist accelerometry from UK Biobank data identifies early movement signatures of knee osteoarthritis up to 5 years before diagnosis (opens in new tab)
- Designing a context-specific intervention in practice: learning from a school-based physical activity intervention (opens in new tab)
- Detecting isolated REM sleep behavior disorder at home using a lower-back wearable sensor. (opens in new tab)
- Development and evaluation of wrist- and thigh-worn accelerometer algorithms using self-training machine learning models for classification of activity type and posture: towards device placement-agnostic methods in the ProPASS consortium (opens in new tab)
- Device assessed 24-hour movement behaviour and cardiovascular disease mortality amongst cancer survivors. (opens in new tab)
Device methods sessions: five sensors on one standing body
- Device-measured and self-reported physical activity and the trajectory of cardio-renal-metabolic multimorbidity: a prospective cohort study in UK Biobank (opens in new tab)
- Device-measured movement behaviours and cancer incidence in a population sample of UK adults: Dual 24-hour analyses of postural and intensity compositions (opens in new tab)
- Device-quantified vigorous intermittent lifestyle physical activity and risk of incident depression and anxiety among non-exercising adults (opens in new tab)
- Different Intensities of Physical Activity Substituted for Sedentary Time and Risk of Type 2 Diabetes: Integration of Genetics and Wearable Data. (opens in new tab)
- Digital home-based physical activity promotion for older adults after total hip arthroplasty: protocol for the randomized controlled iPATH trial (opens in new tab)
- Digital mobility outcomes to describe real-world walking during recovery from a hip fracture: the Mobilise-D perspective (opens in new tab)
- Digital patient experience tools in multiple sclerosis: a landscape analysis of the global Patient-Reported Outcomes in Multiple Sclerosis (PROMS) initiative. (opens in new tab)
- Digital Sleep-Wake Cycle Metrics and Dementia Prediction in Older Adults (opens in new tab)
- Distribution of device-measured 24-h movement behaviors in older adults: cross-sectional findings from the HUNT4 study (opens in new tab)
- Do Movement Summary Metrics Produce Comparable Outputs Across Different Accelerometer Brands in Free Living? (opens in new tab)
- Does the Choice of Stepping Intensity Metric Influence Dose-Response Associations with Mortality? Analysis on UK Population Cohort Study of 65,253 Adults. (opens in new tab)
- Dual foundation models for accelerometry predict future health (opens in new tab)
- E-based physical exercise in patients with multiple sclerosis and comorbidity (COMPACT): feasibility study and protocol for a randomized controlled trial (opens in new tab)
- Effect of accelerometer-measured physical activity on the association between atrial fibrillation and risk of dementia. (opens in new tab)
- Effect of high-intensity interval training in patients with chronic hepatitis B and hepatic steatosis: A randomised controlled trial. (opens in new tab)
- Effectiveness of a female community health volunteer-led physical activity education intervention on accelerometer-derived outcomes in semi-urban Nepal: an open-label, cluster randomised controlled trial (opens in new tab)
- Effects of spinal cord stimulation on pain, physical activity, and self-efficacy among patients with neuropathic pain (opens in new tab)
- Effects of stocking density on circadian patterns in locomotor activity, body temperature, and cardiac traits in ewe lambs (opens in new tab)
- Effects on 24-h physical behaviors and heart rate variability during sleep of a co-created workplace intervention to promote recovery in office workers with flexible work (opens in new tab)
ELSA
- Endurance exercise intervention reduces vegetable intake which compromises the achievement of glycemic benefit: a randomized controlled, three-period crossover trial (opens in new tab)
- English Longitudinal Study of Ageing: Waves 0-11, 1998-2024 (opens in new tab)
- Enhancing Upper Secondary Students' Situational Engagement and Cognitive Prerequisites of Learning Through the Physically Active Academic Lessons Intervention: Protocol for a Mixed Methods Cluster Randomized Individual Crossover Trial. (opens in new tab)
- Essential time series characteristics for human motion analysis based on Self-Organizing Map clustering (opens in new tab)
- Evaluating Open-Source Wrist-Worn Accelerometer Models for Sedentary Time Detection Against Thigh-Worn Accelerometer Data (opens in new tab)
- Explaining the Unseen: AI-Driven Insights from Sleep Motion for Explainable Alzheimer Disease’s Screening (opens in new tab)
- Exploring Links between Brain Image-Derived Phenotypes and Accelerometer-Measured Physical Activity in the UK Biobank (opens in new tab)
- Feasibility Study of a Novel Method of Contactless Radar Sensing for Sleep Monitoring across Adolescence (8-18yrs): Ambient-Teens (opens in new tab)
Feature Anchors for Time-Series Sensor-Based Human Activity Recognition
- Feedback from wearable devices accelerates recovery after breast cancer surgery (opens in new tab)
- Free-Living Human Activity Recognition (FL-HAR) using Frequency Domain Feature and Machine Learning Algorithms (opens in new tab)
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