https://github.com/antsx/brainager

R package for brain age

https://github.com/antsx/brainager

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (1.8%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

R package for brain age

Basic Info
  • Host: GitHub
  • Owner: ANTsX
  • Language: R
  • Default Branch: master
  • Size: 264 MB
Statistics
  • Stars: 4
  • Watchers: 4
  • Forks: 1
  • Open Issues: 1
  • Releases: 0
Created over 6 years ago · Last pushed over 5 years ago
Metadata Files
Readme

README.md

brainAgeR

brain age with deep learning.

minimal example

``` library( brainAgeR ) library( ANTsR ) library( tensorflow ) library( keras ) filename = system.file("extdata", "testimage.nii.gz", package = "brainAgeR", mustWork = TRUE) img = antsImageRead( filename ) # T1 image mdl = getBrainAgeModel( tempfile() ) bage = brainAge( img, batchsize = 10, sdAff = 0.01, model = mdl ) bage[[1]][,1:4]

should be around 67 years

```

Owner

  • Name: Advanced Normalization Tools Ecosystem
  • Login: ANTsX
  • Kind: organization
  • Location: Cambridge, MA; Philadelphia, PA; Southern California

Ecosystem supporting multi-modality biomedical image analysis across programming languages.

GitHub Events

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Last Year

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 40
  • Total Committers: 1
  • Avg Commits per committer: 40.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
stnava s****a@g****m 40

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 1
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 13.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • steve-petersen (1)
Pull Request Authors
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