The code in this repository draws on results from the Global Healthy and Sustainable Cities Indicator Collaboration Study to generate policy 'scorecard' reports.
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Updated
Jul 26, 2023 - Python
The code in this repository draws on results from the Global Healthy and Sustainable Cities Indicator Collaboration Study to generate policy 'scorecard' reports.
Virtual coach Jamie for setting physical activity plans with users that users are committed to.
Rasa chatbot to gather data for and test a personalized reinforcement learning algorithm to persuade people to do preparatory activities for smoking cessation and increasing physical activity.
Projet AP tracker d'activité
A simple and light-weight feature extractor for wearable accelerometer data.
R Package for Rest Activity Rhythm analysis
The physical activity analysis toolbox (PAAT) is a comprehensive toolbox to analyse raw acceleration data.
analysis related to the FITNESS Study at OSU
Predicting self-reported health in seniors who participated in the Behavioral Risk Factor Surveillance System (CRFSS) 2015 Survey.
Chatbot for persuading smokers to use physical activity as an aid for quitting smoking.
Virtual coach Mel that proposes preparatory activities for quitting smoking and becoming more physically active as well as activities that are meant to persuade people of the usefulness of certain competencies for quitting smoking.
"UBIWEAR: An end-to-end, data-driven framework for intelligent physical activity prediction to empower mHealth interventions" @ IEEE HealthCom 2022
All codes used in the drePAnon clinical trial (UMIN000042826), from data cleaning - processing to analysis
Frailty classification using machine learning on behavioural and physical health data
An end-user focused research tool with CAD-like interface for spatial graph design, analysis, and visualisation.
Flexin is a web app that offers home-based workouts.
The thigh-worn accelerometer data processing tool to find physical and sedentary behaviour
I am a health economist currently funded by the Wellcome Trust and the University of Sheffield.
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