Wearable Accelerometer Data Processing And Classification

GGIR

Code corresponding to R package GGIR

GGIRread

Functions for reading accelerometer data files

hsmm4acc

Behaviour detection in wearable movement sensor data

mcfly

A deep learning tool for time series classification

millenniumcohort-acc

Scripts for processing accelerometer data from Millenium cohort study

oss-dev-webinar-series-pb-field

Agenda and Notes for Webinar Series for OSS developers in physical behavior research field

patientGGIR

Functions to generate patient-oriented reports from GGIR output

psg-ncl-acc-spt-detection-eval

Sundararajan-SleepClassification-2021

Classification of sleep stages using accelerometer data

whitehall-acc-spt-detection-eval

Code for processing the accelerometer data from the Whitehall Study II

wadpac/GGIR

Code corresponding to R package GGIR

wadpac/Sundararajan-SleepClassification-2021

Classification of sleep stages using accelerometer data

wadpac/oss-dev-webinar-series-pb-field

Agenda and Notes for Webinar Series for OSS developers in physical behavior research field

wadpac/hsmm4acc

Behaviour detection in wearable movement sensor data

wadpac/millenniumcohort-acc

Scripts for processing accelerometer data from Millenium cohort study

wadpac/GGIRread

Functions for reading accelerometer data files

wadpac/psg-ncl-acc-spt-detection-eval

wadpac/whitehall-acc-spt-detection-eval

Code for processing the accelerometer data from the Whitehall Study II

wadpac/mcfly

A deep learning tool for time series classification

wadpac/patientGGIR

Functions to generate patient-oriented reports from GGIR output

wadpac/LIDStoolkit

R package to aid with LIDS analysis

wadpac/movement-sequence-mapping

Code base for deriving movement sequences from accelerometer (Actigraph) data and mapping them to symbolic classes, as originally described in: https://doi.org/10.1249/mss.0000000000001849

wadpac/sklearn-hierarchical-classification

Hierarchical classification module based on scikit-learn's interfaces

wadpac/profileGGIR

Code to aid profiling GGIR

wadpac/actipy

Python tool to process Axivity, GENEActiv, and Actigraph files

wadpac/barcode-mapping

Barcode mapping function from Xinhui Wang for 2019 paper doi: 10.1249/MSS.0000000000001849

wadpac/code-published-studies

Code from published papers

wadpac/mechanicalshakerexperiments

wadpac/read.gt3x

R-package for reading Actigraph's binary activity data

wadpac/sleepsight-analytics-pipeline

Pipeline for processing data from sleepsight wearables

wadpac/testGGIR

Testing Routine for GGIR

wadpac/Verisense-Toolbox

Tools and utilities to analyse Verisense data