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adhd200

scripts to process the ADHD200 dataset

brain-tumor-mri-dataset

Utilities to download and load an MRI brain tumor dataset with Python, providing 2D slices, tumor masks and tumor classes.

deeplearninginmedicalimagingandmedicalimageanalysis

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

hcp_dataset_download_automatically_script

This script can download the HCP dataset automatically from amazon s3 browser by using python. You can download tfMRI, rfMRI, dfMRI, MEG etc. dataset from amazon s3 of HCP.

hcp_download

Script to download data from the Human Connectome Project, HCP-1200 subjects release.

ipn_tensorflow

This is an implementation of "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images". IPN is proposed for 3D to 2D segmentation. Our key insight is to build a projection learning module(PLM) which uses a unidirectional pooling layer to conduct effective features selection and dimension reduction concurrently.By combining multiple PLMs, the proposed network can input 3D data and output 2D segmentation results.

models

project-ppmi

Analyze Data from a Large Parkinson's Clinical Study

pytorch-course

JULYEDU PyTorch Course

vision

Datasets, Transforms and Models specific to Computer Vision