Pinned

1. BrainPrep

   Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

   Python 57 18

2. ImageRegistration

   A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.

   Python 47 15

3. BTClassification

   Brain tumor classification on structural MR images of BraTS dataset based on 3D Multi-Scale Convolutional Neural Network, which is a part of my master thesis project.

   Python 17 9

4. CellDetection

   A course project that detect cells in image by a simple full convolution neural network. The project is driven by TensorFlow.

   Python 14 2

5. ImageCrawler

   Crawl images from baidu, bing, google according to keyword using browser.

   Python 9 5

6. ADDetection

   Alzheimer's Disease Detection from structural brain MR images of ADNI dataset by 3D Multi-Scale Convolutional Neural Network, which is a part of my master thesis project.

   Python 7 4