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nuclick

Nuclick and Classification Examples

This folder contains examples to run train and validate a nuclick and classification models. It also has notebooks to run inference over trained (monai-zoo) model.

1. Data

Training these model requires data. The datasets used in the examples are from CoNSeP. Each user is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.

2. Questions and bugs

  • For questions relating to the use of MONAI, please us our Discussions tab on the main repository of MONAI.
  • For bugs relating to MONAI functionality, please create an issue on the main repository.
  • For bugs relating to the running of a tutorial, please create an issue in this repository.

3. List of notebooks and examples

NuClick Interaction Model

This notebook guides to train a NuClick model.

This notebook guides to segment a nuclei for given user click(s).

Nuclei Classification Model

This notebook guides to train a classification model for certain nuclei types.

This notebook helps to infer classification model for a given Nulei.