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pandas_data_analysis_guide_examples

Pandas data analysis guide examples

phdacwe

3D Active Contours Without Edges

pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）

pulmonary-nodules-segmentation

Tianchi medical AI competition [Season 1]: Lung nodules image segmentation of U-Net. U-Net训练基于卷积神经网络的肺结节分割器

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

python-100-days

Python - 100天从新手到大师

python-and-numpy-tutorial

a simple numpy tutorial ipython notebook with comments in Chinese

python_and_data_easy_examples

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

regseg

RegSeg is a simultaneous segmentation and registration method that uses active contours without edges (ACWE) extracted from structural images. The contours evolve through a free-form deformation field supported by the B-spline basis to optimally map the contours onto the data in the target space.

repeated-line-tracking

Implementation of Repeated Line Tracking algorithm for finger vein feature extraction

retina-unet

Retina blood vessel segmentation with a convolutional neural network

rloss

Regularized Losses (rloss) for Weakly-supervised CNN Segmentation

salience-elm

code of "Saliency Detection via CNN Coarse Learning and Compactness Based ELM Refinement"

saml

[MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset

scut-sfvd

SCUT-SFVD: A Finger Vein Spoofing/Presentation Attack Database

segloss

A collection of loss functions for medical image segmentation

segmentation-of-ultrasound-images

The purpose of this study is the contour extraction of a region of interest in ultrasonic images. I applied the anisotropic diffusion algorithm to preprocess images, then an active contour model using a gradient vector flow was employed. In the end, the contour of a lesion area of the ultrasonic images was extracted.

spine-segmentation

Region growing for automatic spine segmentation

structseg19-task1

svm-ipython-tutorial

ipython notebook examples for SVM

the-matlab-code-of-active-contour-model

Here are some matlab code of Active Contour Model

tinyml

ufldl-tutorial

Deep Learning and Unsupervised Feature Learning Tutorial Solutions

unet-family

Paper and implementation of UNet-related model.

unetplusplus