Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Otkay, O; Schlemper, Jo; Kainz, B

doi:https://github.com/bkainz/Attention-Gated-Networks

Author(s)

Otkay, O

Schlemper, Jo

Kainz, B

Type

Software / Code

Abstract

Pytorch implementation of attention gates used in U-Net and VGG-16 models. The framework can be utilised in both medical image classification and segmentation tasks.

Version

1

Date Issued

2018-04-30

Citation

2018

URI

http://hdl.handle.net/10044/1/60260

URL

https://github.com/bkainz/Attention-Gated-Networks

DOI

https://github.com/bkainz/Attention-Gated-Networks

Copyright Statement

MIT

Subjects

deep learning

medical image analysis