doumeng

doumeng's Stars

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook22.2k3.2k

• LIVIAETS/boundary-loss

  Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

  Language:Python63795

• JunMa11/SegLossOdyssey

  A collection of loss functions for medical image segmentation

  Language:Python3.7k591

• Project-MONAI/MONAI

  AI Toolkit for Healthcare Imaging

  Language:Python5.6k1k

• HiLab-git/SSL4MIS

  Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

  Language:Python2.1k377

• pydicom/pynetdicom

  A Python implementation of the DICOM networking protocol

  Language:Python490172

• pydicom/pydicom

  Read, modify and write DICOM files with python code

  Language:Python1.9k476

• AIM-Harvard/pyradiomics

  Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

  Language:Jupyter Notebook1.1k485

• qurit/rt-utils

  A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.

  Language:Python18156

• leftthomas/GatedSCNN

  A PyTorch implementation of Gated-SCNN based on ICCV 2019 paper "Gated-SCNN: Gated Shape CNNs for Semantic Segmentation"

  Language:Python256

• black0017/MedicalZooPytorch

  A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

  Language:Python1.7k296

• junyanz/CycleGAN

  Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

  Language:Lua12.3k1.9k

• junyanz/pytorch-CycleGAN-and-pix2pix

  Image-to-Image Translation in PyTorch

  Language:Python22.5k6.2k

• MIC-DKFZ/nnUNet

  Language:Python5.4k1.7k

• ananyajana/HDenseUNet_pytorch

  Language:Python1

• hux999/ML_ISLES2017

  VoxResnet for ISLES2017 challenge

  Language:Python194

• lee-zq/3DUNet-Pytorch

  3DUNet implemented with pytorch

  Language:Python479108

• wolny/pytorch-3dunet

  3D U-Net model for volumetric semantic segmentation written in pytorch

  Language:Jupyter Notebook1.9k484

• 4uiiurz1/pytorch-nested-unet

  PyTorch implementation of UNet++ (Nested U-Net).

  Language:Python822205

• DarLiner/Algorithm_Interview_Notes-Chinese

  2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

  Language:Python2.1k507

• lucasjinreal/weibo_terminater

  Final Weibo Crawler Scrap Anything From Weibo, comments, weibo contents, followers, anything. The Terminator

  Language:Python2.3k456

• danielpreotiuc/text-image-relationship

  Text-Image Relationships (ACL 2019)

  203

• youyuge34/sepconv_video

  基于SpeConv深度学习的视频补帧 插帧

  Language:Python5211