apcreagh Goto Github PK
Name: Andrew Creagh
Type: User
Company: University of Oxford
Twitter: apcreagh
Blog: andrewcreagh.com
Name: Andrew Creagh
Type: User
Company: University of Oxford
Twitter: apcreagh
Blog: andrewcreagh.com
Academic website for Dr. Andrew P. Creagh: andrewcreagh.com
The B18 Biomedical Modelling and Monitoring (A10589) Wearables Laboratory, Department of Engineering Science, The University of Oxford.
The Oxford EPSRC CDT in Health Data Science, Machine Learning for Time-Series Course (2021-2022)
Software detailing the extraction of smartphone touch screen drawing features from the Draw a Shape test, assessed as part of the Floodlight PoC app for people with multiple sclerosis (PwMS).
Software detailing the extraction of smartphone and smartwatch-based ambulatory features to accompany the publication: Creagh et al. (2020), "Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test", IEEE J-BHI, 10.1109/JBHI.2020.2998187 https://ieeexplore.ieee.org/abstract/document/9103259 The codebase demonstrates how to perform modular, scalable and parallelizable gait feature extraction from triaxial inertial sensor data.
Software for Interpretable Deep Convolutional Neural Network (DCNN) framework applied to smartphone-based inertial sensor data for Remote Patient Monitoring (RPM) of gait in people with multiple sclerosis (PwMS) and healthy controls (HC).
Notebooks for CDT Wearables Data Challenge
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