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2018dsb

2018 Data Science Bowl 2nd Place Solution

3dfasterrcnn_lungnoduledetector

awesome-cell-detection-segmentation

nucleus/cell and histopathology image classification,detection,segmentation

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-meta-learning

A curated list of Meta-Learning resources/papers.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

brain-tumor-segmentation-resources

brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

cardiac-segmentation

Right Ventricle Cardiac MRI Segmentation

cellsegmentation_tip2015

Code for the paper "An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells" published on IEEE Transactions on Image Processing

coderelease_colornormalization

This is the MATLAB code for stain separation and color normalization in computational pathology (histopathological images)

colordeconvolutionmatlab

A Matlab implementation of Ruifrok's color deconvolution algorithm.

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deep_learning_object_detection

A paper list of object detection using deep learning.

deepaesth

deepcellseg

deeplabv3-tensorflow

Reimplementation of DeepLabV3

ds_bowl_2018

Kaggle Data Science Bowl 2018

dsb2018_topcoders

DSB2018 [ods.ai] topcoders

end2end-all-conv

End-to-end training for breast cancer diagnosis using deep all convolutional networks

firstwork

harmonicconvolutions

Deep Translation and Rotation Equivariance

iciar2018

leetcode

LeetCode题解，151道题完整版

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

medical-data

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

miccai2015

MICCAI 2015 Supplementary Material

niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

nucleisegmentation

cGAN-based Multi Organ Nuclei Segmentation