createNoBrainerUnetModel3D: Implementation of the "NoBrainer" U-net architecture

In ANTsX/ANTsRNet: Neural Networks for Medical Image Processing

Implementation of the "NoBrainer" U-net architecture

Description

Creates a keras model implementation of the u-net architecture avaialable here:

Usage

createNoBrainerUnetModel3D(inputImageSize)

Arguments

inputImageSize

Used for specifying the input tensor shape. The shape (or dimension) of that tensor is the image dimensions followed by the number of channels (e.g., red, green, and blue).

Details

    \url{https://github.com/neuronets/nobrainer/}

Value

a u-net keras model

Author(s)

Tustison NJ

Examples

library( ANTsRNet )

model <- createNoBrainerUnetModel3D( list( NULL, NULL, NULL, 1 ) )

ANTsX/ANTsRNet documentation built on Nov. 21, 2024, 4:07 a.m.