/SSL_tutorial_heart

Primary LanguageJupyter Notebook

#Read diffrent heart datasets and processed for 2D segmentation

You should go inside the folder for 2D segmentation in pytorch

2D_segmentation_pytorch

  1. basic_material

    1.1 you can check different files for basic information, basic deep learning, basic dataset prerpocessing and dataloader

  2. codes

    2.1 preprocessing code, basic UNet

M&Ms-2 dataset

Original dataset link

https://www.ub.edu/mnms-2/

Preprocess dataset M&Ms-2 dataset

https://mega.nz/file/g3lDXR4T#JKyyC0VLyKX8IUCtPVNajNhxUwiCgg8u-LHdHANS2lg

Run 3D segmentation files using the following train and validation heart M&Ms-2 dataset

training and validation dataset link used in training and validation for 3D segmentation model

https://mega.nz/file/Ju1XHa4Y#wG1a77R4t5DFaw0wV99nvGHb_rk-qM73-J3Lw4PNmGw