Giter VIP home page Giter VIP logo

epilepticactivity_ieeg's Introduction

epilepticActivity_IEEG (Drs. Maya Geva-Sagiv and Shdema Epstein)

This toolbox was designed for detecting pathological activity (interictal spikes) in iEEG data recorded from epileptic patients. Several methods for spikes detection are implemented in the class, the commonly used is - detectTimes. Its basic idea is to find points in the data which pass one or more thresholds of - (i) amplitude following highpass; (ii) unfiltered amplitude (iii) signal gradient.
See spikeDetector_example.m for an example to how to use the class for IED detection

Other methods which were implemented - (1) spike detection using wavelet analysis (based on West et al 2003). (2) spike detection using Taeger energy (based on Zaveri et al 2014). these methods were not validated on data, so should be used with caution.

IISView is a validation gui that allows loading detections, mark and delete manually.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.