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35_methods_miccai_2017

Code for MICCAI 2017 paper

3d-brain-segmentation

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

3d-finger-vein

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

aceloss

Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"

active-contour-loss-pytorch

An unofficial pytorch implementation for "Learning Active Contour Models for Medical Image Segmentation" by Chen, Xu, et al.

active-contours-model-based-on-convex-optimization

alf

Adaptive local fitting based active contour model for medical image segmentation

applied-deep-learning-with-python

Applied Deep Learning with Python, published by Packt

atrialjsqnet

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

breast-lesion-segmentation

The ‘Breast-Lesion-Segmentation’ aims to provide BUS segmentation-related codes for further studies. ALL of them are used just for research, but not for commerce. And the web is updating consistently. If you have any questions, do not hesitate to contact us! (E-mail: [email protected], Zhenyuan Ning; or [email protected], Yu Zhang)

breast-mri-normalization

breast_tumor_segmentation

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network

bus-segmentation

MATLAB implementation to segment breast lesions in ultrasound images (ICIAR 2016)

cascaded-fcn

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

chemgan-challenge

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

circleofwillis

Visualisation of the Circle of Willis

clip-driven-universal-model

Rank first in Medical Segmentation Decathlon (MSD) Competition.

cnn-fpga

使用Verilog实现的CNN模块，可以方便的在FPGA项目中使用

cnn-levelset

Source code for Kristiadi and Pranowo, 2017's "Deep Convolutional Level Set Method for Image Segmentation"

convolution_network_on_fpga

CNN acceleration on virtex-7 FPGA with verilog HDL

crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

cs205a-mathematical-methods-for-robotics--vision--and-graphics

斯坦福数值分析公开课的学习资料

curvaturefilter

Curvature Filters are efficient solvers for Variational Models

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

data-analysis-and-modeling-example

Data Analysis and Modeling Ipython Notebook Examples

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepmedic

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