ivanshih Goto Github PK

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

dltk

Deep Learning Toolkit for Medical Image Analysis

easydrcom

3rd Party Dr.COM Client for HITwh

easydrcomgui

GUI Wrapper for EasyDrcom, which is a 3rd Party Dr.COM Client for HITwh.

elastix

Medical image registration toolkit. This is a clone of the svn repository.

evaluatesegmentation

A program to evaluate the quality of image segmentations.

federated-learning-in-healthcare

A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.

ga-dsm

C++ source code for the BMEI 2014 paper: Greedy Algorithm Based Deformable Simplex Meshes Using Gradient Vector Flow as External Energy.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gmmreg

Implementations of the robust point set registration algorithm described in the paper "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645.

gnnpapers

Must-read papers on graph neural network (GNN)

google-interview-university

A complete daily plan for studying to become a Google software engineer.

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

insfc

An awesome LaTeX template for NSFC proposal.

install-keras

Install CUDA/CUDNN/Tensorflow/Keras and live to tell the tale!

interpretable_ai_book__sw_chapter

The code snippets for the SW chapter of the "Interpretable AI" book.

irtk

The Image Registration Toolkit

itktools

Practical command line tools based on the ITK

itkutils

Practical utilities based on ITK for 3D medical image analysis.

ivanshih.github.io

ivantk

The Image-based Vascular Analysis Toolkit

keras-vis

Neural network visualization toolkit for keras

l1-homotopy

Codes related to L1-norm minimization using homotopy

latex-makefile

A Makefile for LaTeX - drop it in, type make, and magic happens.

learnxinyminutes-docs

Code documentation written as code! How novel and totally my idea!

libadmm

lits-challenge

INFORMATION FOR THE LIVER TUMOR SEGMENTATION CHALLENGE

lrsd-sm-pa

C++ source code for the Medical Image Analysis paper: Low-Rank and Sparse Decomposition Based Shape Model and Probabilistic Atlas for Automatic Pathological Organ Segmentation.

lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos