============================================================================== mhealthx feature extraction software pipeline ==============================================================================<h1> The `Child Mind Institute <http://childmind.org>`_ is developing mhealthx as a general-purpose, open source software package to automate feature extraction from sensor data. `Arno Klein <http://binarybottle.com>`_ originally created mhealthx at `Sage Bionetworks <http://sagebase.org>`_ to extract voice, accelerometry, and touchscreen tapping features from mobile health research apps such as `mPower <http://binarybottle.com/mpower/>`_, the Parkinson disease symptom tracking app built on top of Apple's ResearchKit. Behind the scenes, open source Python 3 and other languages run within a modular Nipype pipeline framework on Linux (tested with Python 3.5 on Ubuntu 14.04). :Release: |version| :Date: |today| Links: .. toctree:: :maxdepth: 1 FAQ <faq.rst> license - `GitHub <https://github.com/binarybottle/mhealthx>`_ - `CircleCI <https://circleci.com/gh/binarybottle/mhealthx/>`_ * :ref:`modindex` * :ref:`genindex` - In progress: `data-driven information visualizations <http://binarybottle.github.io/mhealthx/reports/index.html>`_ .. 1. Inputs 2. Processing 3. Outputs ------------------------------------------------------------------------------ _`Inputs` ------------------------------------------------------------------------------ All data are optionally accessed from Synapse tables in a project on synapse.org: - Voice: WAV files - Tapping: JSON files - Accelerometry: JSON files ------------------------------------------------------------------------------ _`Processing` ------------------------------------------------------------------------------ - Run different feature extraction software packages on the input data. - Output features to new tables. ------------------------------------------------------------------------------ _`Outputs` ------------------------------------------------------------------------------ - Tables
ChildMindInstitute/mhealthx
mhealthx is a software pipeline that automates feature extraction from mobile health data saved as a Synapse project (synapse.org).
PythonApache-2.0