luvexplosion Goto Github PK

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

choroidsegmentation

Open-source algorithm for automatic choroid segmentation of OCT volume reconstructions. This software was developed by the HMR Biophotonics Lab, Hospital Maisonneuve-Rosemont, Montreal, Quebec, Canada (biophotonics.ca). It is open source and it was released under the GNU GENERAL PUBLIC LICENSE v3. It is only for research purposes. The algorithm is described in the paper "Open-source algorithm for automatic choroid segmentation of OCT volume reconstructions", Javier Mazzaferri, Luke Beaton, Gisèle Hounye, Diane N. Sayah, and Santiago Costantino, in press in Scientific Reports Jan 2017.

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

deepseenet

:eyes: DeepSeeNet is a deep learning framework for classifying patient-based age-related macular degeneration severity in retinal color fundus photographs.

gan_kingfisher

github-example

for IBM capstone

ibm_capstone

IBM capstone project

image-domain-conversion-using-cyclegan

MATLAB example of deep learning for image domain conversion

introduction-to-data-science-in-python

Assignments and Resources for Introduction to Data Science in Python course on Coursera by University of Michigan

introduction-to-data-science-with-python

UMichigan's coursera Intro to DS with Python course

irf-segmenter

Deep learning based, intraretinal fluid segmenter for macular OCTs

matlab-deep-learning-model-hub

Discover pretrained models for deep learning in MATLAB

ml-class

Stanford Machine learning class excercises

ml-class-1

Programming exercises for 2011 ml-class.org (and the one exercise for ai-class.org)

ml-class-assignments

Programming Exercises on http://ml-class.org

mlclass

Exercises from the Stanford machine learning class.

photoreceptor-segmentation

This code corresponds to the implementation of the U-shaped deep neural networks that we used in our Scientific Reports paper on photoreceptor segmentation in OCT scans

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

relaynet

Retinal Layers and Fluid Segmentation in Macular OCT scans (code + Pre-trained Model)

relaynet_pytorch

Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)

retimat

Retinal image analysis in MATLAB

rltrader

파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문

segmenting-and-clustering-neighborhoods-in-toronto