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2d-ultrasound-detection-and-segmentation

【医学影像分析】2D超声图像的分割检测（Ultrasound Nerve Segmentation | Kaggle数据集）

3d-unet--tensorflow

3D Unet for Isointense Infant Brain Image Segmentation

aams

Attention-aware Multi-stroke Style Transfer

brainstorm

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

camelyon

The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

extended_log_barrier

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

h-denseunet

TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

keras

Deep Learning for humans

keras-fasterrcnn

keras implementation of Faster R-CNN

keras-fcn

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

keras-resnet

Residual networks implementation using Keras-1.0 functional API

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

lits-challenge-liver-segmentation

liverseg-2017-nipsws

Detection-aided Liver Lesion Segmentation

local-c-code

c++创建伊始

matlab

Digital Image Processing

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

python

primirary

python-1

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

sv-rcnet

[TMI'18] Workflow Recognition from Surgical Videos using Recurrent Convolutional Network, winner algorithm at MICCAI'16 M2CAI challenge

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-programs-and-tutorials

Implementations of CNNs, RNNs, GANs, etc

tensorflow-tutorial

Tensorflow tutorial from basic to hard

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

unet