Alex8211101

Alex8211101's Stars

• xmu-xiaoma666/External-Attention-pytorch

  🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

  Language:Python11.7k103831.9k

• mrgloom/awesome-semantic-segmentation

  :metal: awesome-semantic-segmentation

  10.6k442252.5k

• qubvel-org/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.9k846631.7k

• Project-MONAI/MONAI

  AI Toolkit for Healthcare Imaging

  Language:Python6k893.1k1.1k

• aimhubio/aim

  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

  Language:Python5.3k451k327

• JunMa11/SegLossOdyssey

  A collection of loss functions for medical image segmentation

  Language:Python3.9k9847605

• MrGiovanni/UNetPlusPlus

  [IEEE TMI] Official Implementation for UNet++

  Language:Python2.4k4880546

• wolny/pytorch-3dunet

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

  Language:Jupyter Notebook2.1k360519

• ozan-oktay/Attention-Gated-Networks

  Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

  Language:Python1.9k350424

• Project-MONAI/tutorials

  MONAI Tutorials

  Language:Jupyter Notebook1.9k34660697

• RanSuLab/RAUNet-tumor-segmentation

  residual attention unet for tumor segmentation (liver and brain)

  Language:Python12810436

• davidiommi/Pytorch--3D-Medical-Images-Segmentation--SALMON

  Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.

  Language:Python12141326

• 920232796/MedicalSeg

  3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...

  Language:Python784012

• PaddleCV-SIG/MedicalSeg

  MedicalSeg is an easy-to-use 3D medical image segmentation toolkit that supports the whole segmentation process. Specially, We provide data preprocessing acceleration, high precision model on COVID-19 CT scans dataset and MRISpineSeg spine dataset, and a 3D visualization demo based on itkwidgets.

  Language:Python693616

• davidiommi/Pytorch-Unet3D-single_channel

  3D-Unet: patched based Pytorch implementation for medical images segmentation

  Language:Python631412

• Thvnvtos/Lung_Segmentation

  Lung Segmentation UNet model on 3D CT scans

  Language:Python492127

• xmed-lab/CLD-Semi

  MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation

  Language:Python49132

• KCL-BMEIS/VS_Seg

  Automatic Segmentation of Vestibular Schwannoma with MONAI (PyTorch)

  Language:Python47689

• pietz/knee-mri-segmentation

  Thesis & Code for my Segmentation and Age Prediction Model using CNNs and MRIs

  Language:Jupyter Notebook24227

• LynnHg/Pytorch-medical-image-segmentation

  Language:Python19255

• 3D-MRI-Tissue-Segmentation/knee-segmentation

  Automatic Segmentation of Knee Cartilage from MRI using Deep Learning

  Language:Python185328

• LiuHao-THU/3D_Segmentation_Pytorch

  3D Segmentation Pytorch version(unet basic model)

  Language:Python17017

• joewong00/3D-CNN-Segmentation

  Applying 3D CNN for bio-medical images segmentation with 3D-Unet, Residual 3D-Unet and Recurrent Residual 3D-Unet (R2U3D) implemented in PyTorch.

  Language:Jupyter Notebook15204

• safamathl/3D-ResUnet

  Language:Python15105

• JohnMasoner/3D-Medical-Image-Segmentation

  3D Medical Image Segmentation Pytorch

  Language:Python13202

• JohnMasoner/MedicalZoo

  A General Medical Image Segmentation Framework.(Multi-Modal, Mono-Modal, 2D, 3D)

  Language:Python9300

• kezhai/KneeSegmentation

  Language:Python2101

• Alex8211101/3D-U-net

  MRI image of rectal cancer segmentation using3D U-net baseline

  Language:Python1000

• Alex8211101/KneeSegmentation

  Language:Python1000

• Alex8211101/MedicalZooPytorch

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

  Language:Python1000