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brainchop's Introduction

Brainchop.org Version JS HW MIT-License tfjs

Brainchop.org brings automatic 3D MRI volumetric segmentation capability to neuroimaging by running a deep learning model in the web-browser on the user side.

We make implementation of brainchop.org freely available releasing its pure javascript code as open-source. The user interface (UI) provides a web-based end-to-end solution for 3D MRI segmentation. Papaya integrated for MRI view. For more information on brainchop please refer to this Wiki and this Blog . For questions or sharing ideas please refere to our Discussions board.

Interface

brainchop high-level architecture

Interface

Meshnet deep learning architecture

Live Demo

To see the tool in action please click here.

Sample data can be accessed here.

Funding

This work was funded by the NIH grant RF1MH121885. Additional support from NIH R01MH123610, R01EB006841 and NSF 2112455.


Mohamed Masoud - Sergey Plis - 2022

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