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Published September 22, 2024 | Version v5
Model Open

MouseCHD Napari plugin

  • 1. ROR icon Institut Pasteur

Description

MouseCHD is a pipeline for heart segmentation and detection of mouse congenital heart defects. This dataset include assets os MouseCHD Napari plugin:

  • HeartSeg.zip: heart segmentation model with nnunetv1 (https://zenodo.org/records/13785314)
  • HeartSegV2.zip: heart segmentation model with nnunetv2 (https://zenodo.org/records/13824579)
  • Classifier.zip: configuration and model for classification model (https://zenodo.org/records/13785314)
  • assets.zip: images and sample for MouseCHD plugin on Napari (https://zenodo.org/records/13785938)

Preprint: https://www.biorxiv.org/content/10.1101/2024.04.06.588383v1.abstract

Code: https://github.com/hnguyentt/MouseCHD

Plugin code: https://github.com/hnguyentt/mousechd-napari

Files

HeartSegV2.zip

Files (232.5 MB)

Name Size Download all
md5:3abdae47872993fc1d5f99badb62728f
232.5 MB Preview Download

Additional details

Software

Repository URL
https://github.com/hnguyentt/mousechd-napari
Programming language
Python
Development Status
Active