Oxford Wearables Group

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33 repositories

rap_data_access_instructions
Public
Instructions for pulling UK Biobank data using the DNAnexus RAP
Jupyter Notebook
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Other
•0•8•0•0•Updated Feb 11, 2026Feb 11, 2026
dnanexus-stepcount
Public
DNAnexus applet for https://github.com/OxWearables/stepcount
Shell
•0•1•0•0•Updated Feb 10, 2026Feb 10, 2026
actinet
Public
An activity classification model based on self-supervised learning for wrist-worn accelerometer data.
machine-learning deep-learning healthcare human-activity-recognition wearables fitness-tracker self-supervised-learning
Python
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Other
•3•12•1•0•Updated Jan 29, 2026Jan 29, 2026
stepcount
Public
Improved Step Counting via Foundation Models for Wrist-Worn Accelerometers
machine-learning deep-learning healthcare wearables fitness-tracker gait-analysis self-supervised-learning
Jupyter Notebook
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Other
•15•51•9•2•Updated Jan 15, 2026Jan 15, 2026
Oxford_Wearables_Activity_Recognition
Public
Notebooks for Oxford CDT Wearables Data Challenge
Jupyter Notebook
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Other
•0•1•0•1•Updated Dec 13, 2025Dec 13, 2025
.github
Public
Oxford Wearables Group
0•0•0•0•Updated Nov 17, 2025Nov 17, 2025
biobankAccelerometerAnalysis
Public
Extracting meaningful health information from large accelerometer datasets
machine-learning activity-tracker fitness-tracker ukbiobank axivity actigraph geneactiv
Python
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Other
•72•238•20•4•Updated Nov 10, 2025Nov 10, 2025
epicoda
Public
Supports epidemiological analyses using compositional exposure variables
R
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Other
•7•9•25•3•Updated Oct 10, 2025Oct 10, 2025
actipy
Public
Python Software Development Kit (SDK) to process wearable sensor data
activity-tracker fitness-tracker ukbiobank axivity actigraph geneactiv
Python
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Other
•11•26•2•0•Updated Oct 7, 2025Oct 7, 2025
epidemiology_nhanes
Public
R code to perform basic all-cause mortality analyses with NHANES
Other
•2•2•0•0•Updated Sep 29, 2025Sep 29, 2025
WearableCollectionTutorial
Public
Practical on annotating wearable accelerometer and camera data
Python
•0•0•0•0•Updated Sep 19, 2025Sep 19, 2025
asleep
Public
asleep: a sleep classifier for wearable sensor data using machine learning
deep-learning accelerometer sleep wearables population-health
Python
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Other
•13•46•17•0•Updated Aug 24, 2025Aug 24, 2025
axivity-outdoor-light
Public
AX3 Outdoor Light Exposure Analysis
Python
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Other
•0•0•0•0•Updated Mar 6, 2025Mar 6, 2025
capture24
Public
CAPTURE-24: Human activity recognition with activity trackers
Jupyter Notebook
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Other
•9•52•0•0•Updated Nov 19, 2024Nov 19, 2024
dnanexus-demo-app
Public
DNAnexus Demo App
Python
•0•1•0•0•Updated Oct 30, 2024Oct 30, 2024
ssl-wearables
Public
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
deep-learning pytorch accelerometer wearable human-activity-recognition self-supervised-learning foundation-models
Jupyter Notebook
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Other
•39•146•6•0•Updated Oct 24, 2024Oct 24, 2024
RMLHDS
Public
Jupyter Notebook
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Other
•2•4•4•0•Updated Sep 25, 2024Sep 25, 2024
label_hub
Public
Welcome to the Capture24 Labeling Project repository. This web application is designed for efficient and intuitive labeling of images in the Capture24 project. …
0•0•0•0•Updated Sep 12, 2024Sep 12, 2024
pd_walking
Public
Detect walking in the PD population
Python
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Other
•1•1•0•0•Updated Aug 28, 2024Aug 28, 2024
rap_wearables
Public
A demo/example pipeline for analysing wearables data using the RAP.
Jupyter Notebook
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Other
•9•19•1•0•Updated Jul 11, 2024Jul 11, 2024
UKB_steps_mortality
Public
This repository holds the statistical analysis code for the association of steps and mortality in the UK Biobank
Jupyter Notebook
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Other
•0•6•0•0•Updated Jul 21, 2023Jul 21, 2023
ssl-ukb
Public
Self-supervised activity recognition on the UK Biobank Accelerometer Dataset.
Python
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Other
•2•2•0•0•Updated Apr 18, 2023Apr 18, 2023
Wearables_Activity_Recognition_R
Public
R Notebooks for Wearables Activity Recognition
Other
•0•0•0•0•Updated Mar 9, 2023Mar 9, 2023
wearable-teaching
Public
Jupyter Notebook
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Other
•3•2•3•0•Updated Feb 13, 2023Feb 13, 2023
repeatedMeasurementsProcessing
Public
Python
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Other
•0•0•0•0•Updated Jan 11, 2023Jan 11, 2023
repeatedMeasurements
Public
R
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Other
•0•0•1•1•Updated Jan 10, 2023Jan 10, 2023
thesis_additional_walmsley
Public
R
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Other
•0•1•1•1•Updated Jan 8, 2023Jan 8, 2023
manuscript_ml_behaviours_cvd_2021
Public
R
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Other
•2•3•2•1•Updated Nov 2, 2022Nov 2, 2022
oxford-wearable-camera-browser
Public
Browse and annotate wearable camera images in health studies
JavaScript
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Other
•4•8•2•0•Updated Jun 27, 2022Jun 27, 2022
pyinclusion
Public
Subject inclusion flowchart
epidemiology visulization
Python
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MIT License
•1•0•6•0•Updated Feb 15, 2022Feb 15, 2022