An open API service providing repository metadata for many open source software ecosystems.

Topic: "medical-imaging"

kmario23/deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Language: HTML - Size: 261 KB - Last synced at: 4 months ago - Pushed at: 9 months ago - Stars: 12,525 - Forks: 2,950

OHIF/Viewers

OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages

Language: TypeScript - Size: 328 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 3,713 - Forks: 3,806

MrGiovanni/UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

Language: Python - Size: 6.48 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2,469 - Forks: 555

315386775/DeepLearing-Interview-Awesome-2024

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓,同时包含工作和科研过程中的新想法、新问题、新资源与新项目

Size: 1.97 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 2,443 - Forks: 223

sfikas/medical-imaging-datasets

A list of Medical imaging datasets.

Size: 45.9 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 2,383 - Forks: 421

xinario/awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

Size: 154 KB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 2,338 - Forks: 457

cornerstonejs/cornerstone

[Deprecated] Use Cornerstone3D Instead https://cornerstonejs.org/

Language: JavaScript - Size: 18 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 2,097 - Forks: 594

Slicer/Slicer

Multi-platform, free open source software for visualization and image computing.

Language: C++ - Size: 128 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2,017 - Forks: 621

nitrain/nitrain

Train AI models efficiently on medical images using any framework

Language: Python - Size: 3.68 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 1,871 - Forks: 303

amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Size: 628 KB - Last synced at: 13 days ago - Pushed at: 7 months ago - Stars: 1,855 - Forks: 161

black0017/MedicalZooPytorch

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

Language: Python - Size: 61.4 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 1,830 - Forks: 302

ivmartel/dwv

DICOM Web Viewer: open source zero footprint medical image library.

Language: JavaScript - Size: 162 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,731 - Forks: 608

linhandev/dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

Size: 15.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1,717 - Forks: 289

albarqouni/Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

Language: TeX - Size: 84 KB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 1,593 - Forks: 501

InsightSoftwareConsortium/ITK

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

Language: C++ - Size: 218 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 1,517 - Forks: 702

facebookresearch/fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Language: Python - Size: 1.35 MB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 1,450 - Forks: 399

DLTK/DLTK

Deep Learning Toolkit for Medical Image Analysis

Language: Python - Size: 18.6 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1,438 - Forks: 403

NifTK/NiftyNet 📦

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

Language: Python - Size: 11 MB - Last synced at: 6 days ago - Pushed at: over 5 years ago - Stars: 1,378 - Forks: 402

MIC-DKFZ/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.

Language: Python - Size: 4.35 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1,327 - Forks: 294

JunMa11/MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers

Size: 2.85 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1,275 - Forks: 237

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 Notebook - Size: 55.2 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 1,263 - Forks: 525

fahadshamshad/awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

Size: 3.92 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 1,251 - Forks: 194

SuperMedIntel/MedSegDiff

Medical Image Segmentation with Diffusion Model

Language: Python - Size: 3.69 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 1,246 - Forks: 181

MedMNIST/MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Language: Python - Size: 13.6 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1,212 - Forks: 182

patrick-llgc/Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

Language: Jupyter Notebook - Size: 87.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1,189 - Forks: 176

SuperMedIntel/Medical-SAM-Adapter

Adapting Segment Anything Model for Medical Image Segmentation

Language: Python - Size: 16.6 MB - Last synced at: about 2 hours ago - Pushed at: about 2 months ago - Stars: 1,177 - Forks: 107

fo-dicom/fo-dicom

Fellow Oak DICOM for .NET, .NET Core, Universal Windows, Android, iOS, Mono and Unity

Language: C# - Size: 181 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,130 - Forks: 644

deepmedic/deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

Language: Python - Size: 48 MB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 1,047 - Forks: 346

mlmed/torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Language: Jupyter Notebook - Size: 45.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1,026 - Forks: 233

suyashkumar/dicom

⚡High Performance DICOM Medical Image Parser in Go.

Language: Go - Size: 29.9 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 995 - Forks: 144

nroduit/Weasis

Weasis is a web-based DICOM viewer for advanced medical imaging and seamless PACS integration.

Language: Java - Size: 29.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 974 - Forks: 321

commontk/CTK

A set of common support code for medical imaging, surgical navigation, and related purposes.

Language: C++ - Size: 17.1 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 906 - Forks: 507

nyukat/breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Language: Jupyter Notebook - Size: 222 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 874 - Forks: 276

Slicer/SlicerGitSVNArchive

:warning: OBSOLETE | Multi-platform, free open source software for visualization and image computing.

Language: C++ - Size: 448 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 872 - Forks: 457

perone/medicaltorch

A medical imaging framework for Pytorch

Language: Python - Size: 790 KB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 867 - Forks: 127

adalca/medical-datasets

tracking medical datasets, with a focus on medical imaging

Size: 68.4 KB - Last synced at: 23 days ago - Pushed at: 4 months ago - Stars: 855 - Forks: 118

jeya-maria-jose/Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

Language: Python - Size: 1.16 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 828 - Forks: 177

SuperMedIntel/Medical-SAM2

Medical SAM 2: Segment Medical Images As Video Via Segment Anything Model 2

Language: Python - Size: 23 MB - Last synced at: about 4 hours ago - Pushed at: 7 months ago - Stars: 789 - Forks: 121

richard-peng-xia/awesome-multimodal-in-medical-imaging

A collection of resources on applications of multi-modal learning in medical imaging.

Size: 327 KB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 777 - Forks: 69

dipy/dipy

DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

Language: Python - Size: 72.5 MB - Last synced at: 8 days ago - Pushed at: 10 days ago - Stars: 771 - Forks: 446

cornerstonejs/cornerstone3D

Cornerstone is a set of JavaScript libraries that can be used to build web-based medical imaging applications. It provides a framework to build radiology applications such as the OHIF Viewer.

Language: TypeScript - Size: 223 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 768 - Forks: 394

MITK/MITK

The Medical Imaging Interaction Toolkit.

Language: C++ - Size: 244 MB - Last synced at: about 20 hours ago - Pushed at: about 21 hours ago - Stars: 761 - Forks: 348

ANTsX/ANTsPy

A fast medical imaging analysis library in Python with algorithms for registration, segmentation, and more.

Language: Python - Size: 90.8 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 742 - Forks: 171

Project-MONAI/MONAILabel

MONAI Label is an intelligent open source image labeling and learning tool.

Language: Python - Size: 53.3 MB - Last synced at: 5 days ago - Pushed at: 17 days ago - Stars: 737 - Forks: 230

invesalius/invesalius3

3D medical imaging reconstruction software

Language: Python - Size: 296 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 714 - Forks: 355

JoHof/lungmask

Automated lung segmentation in CT

Language: Python - Size: 2.43 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 709 - Forks: 158

Project-MONAI/GenerativeModels 📦

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 695 - Forks: 101

hollobit/All-About-the-GAN

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Language: Python - Size: 4.12 MB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 654 - Forks: 151

ternaus/robot-surgery-segmentation 📦

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

Language: Jupyter Notebook - Size: 323 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 636 - Forks: 212

bowang-lab/MedRAX

MedRAX: Medical Reasoning Agent for Chest X-ray - ICML 2025

Language: Python - Size: 78.2 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 628 - Forks: 132

juliandewit/kaggle_ndsb2017

Kaggle datascience bowl 2017

Language: Python - Size: 71.3 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 626 - Forks: 289

caiyuanhao1998/SAX-NeRF

"Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024) - A Toolbox for CT reconstruction and X-ray Novel View Synthesis

Language: Python - Size: 14 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 599 - Forks: 35

cornerstonejs/cornerstoneTools

[Deprecated] Use Cornerstone3D Instead https://cornerstonejs.org/

Language: JavaScript - Size: 63.5 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 588 - Forks: 453

MIC-DKFZ/nnDetection

nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.

Language: Python - Size: 1.19 MB - Last synced at: 25 days ago - Pushed at: 28 days ago - Stars: 587 - Forks: 109

microsoft/InnerEye-DeepLearning 📦

Medical Imaging Deep Learning library to train and deploy 3D segmentation models on Azure Machine Learning

Language: Python - Size: 8.55 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 570 - Forks: 146

hitachinsk/SAMed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

Language: Python - Size: 617 KB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 554 - Forks: 51

zsdonghao/u-net-brain-tumor

U-Net Brain Tumor Segmentation

Language: Python - Size: 1 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 520 - Forks: 183

microsoft/dicom-server

OSS Implementation of DICOMweb standard

Language: C# - Size: 23.3 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 485 - Forks: 185

bioinformatics-ua/dicoogle

Dicoogle - Open Source PACS

Language: Java - Size: 25.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 481 - Forks: 136

smistad/FAST

A framework for high-performance medical image processing, neural network inference and visualization

Language: C++ - Size: 19.6 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 478 - Forks: 108

Enet4/dicom-rs

Rust implementation of the DICOM standard

Language: Rust - Size: 5.66 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 477 - Forks: 95

neuroneural/brainchop

Brainchop: In-browser 3D MRI rendering and segmentation

Language: JavaScript - Size: 363 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 442 - Forks: 54

ethanhe42/u-net

U-Net: Convolutional Networks for Biomedical Image Segmentation

Language: Python - Size: 10.7 MB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 435 - Forks: 159

frankkramer-lab/MIScnn

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

Language: Python - Size: 133 MB - Last synced at: 24 days ago - Pushed at: about 2 years ago - Stars: 414 - Forks: 116

MIC-DKFZ/MedNeXt

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

Language: Python - Size: 551 KB - Last synced at: 27 days ago - Pushed at: 9 months ago - Stars: 410 - Forks: 42

rapidsai/cucim

cuCIM - RAPIDS GPU-accelerated image processing library

Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 408 - Forks: 69

Shenggan/BCCD_Dataset

BCCD (Blood Cell Count and Detection) Dataset is a small-scale dataset for blood cells detection.

Language: Python - Size: 7.22 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 402 - Forks: 216

mahmoodlab/CONCH

Vision-Language Pathology Foundation Model - Nature Medicine

Language: Python - Size: 1.22 MB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 382 - Forks: 34

Borda/pyImSegm 📦

Image segmentation - general superpixel segmentation & center detection & region growing

Language: Python - Size: 21.8 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 377 - Forks: 74

jeya-maria-jose/UNeXt-pytorch

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

Language: Python - Size: 604 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 375 - Forks: 64

nibtehaz/MultiResUNet

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

Language: Jupyter Notebook - Size: 439 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 370 - Forks: 83

malaterre/GDCM

Grassroots DICOM read-only mirror. Only for Pull Request. Please report bug at http://sf.net/p/gdcm

Language: C++ - Size: 36 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 367 - Forks: 186

adalca/neurite

Neural networks toolbox focused on medical image analysis

Language: Python - Size: 1.47 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 357 - Forks: 70

MrGiovanni/SuPreM

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

Language: Python - Size: 40.5 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 352 - Forks: 13

souvikmajumder26/Multi-Agent-Medical-Assistant

⚕️GenAI powered multi-agentic medical diagnostics and healthcare research assistance chatbot. 🏥 Designed for healthcare professionals, researchers and patients.

Language: Python - Size: 244 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 345 - Forks: 82

Peter554/StainTools 📦

Tools for tissue image stain normalisation and augmentation in Python 3

Language: Python - Size: 63 MB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 339 - Forks: 111

dcmjs-org/dcmjs

Javascript implementation of DICOM manipulation

Language: JavaScript - Size: 21.9 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 325 - Forks: 121

thtang/CheXNet-with-localization

Weakly Supervised Learning for Findings Detection in Medical Images

Language: Python - Size: 174 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 317 - Forks: 109

jeya-maria-jose/KiU-Net-pytorch

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

Language: Python - Size: 244 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 316 - Forks: 73

amanchadha/coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Language: Jupyter Notebook - Size: 630 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 304 - Forks: 212

ayush1997/Xvision

Chest Xray image analysis using Deep learning !

Language: Python - Size: 7.29 MB - Last synced at: 4 days ago - Pushed at: almost 6 years ago - Stars: 302 - Forks: 125

IBBM/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"

Language: Jupyter Notebook - Size: 6.06 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 302 - Forks: 128

caiyuanhao1998/X-Gaussian

"Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis" (ECCV 2024)

Language: Python - Size: 130 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 295 - Forks: 12

HanXinzi-AI/awesome-computer-vision-resources

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Size: 49.8 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 285 - Forks: 34

NKI-AI/direct

Deep learning framework for MRI reconstruction

Language: Python - Size: 32.6 MB - Last synced at: 1 day ago - Pushed at: 23 days ago - Stars: 277 - Forks: 44

AlizaMedicalImaging/AlizaMS

DICOM Viewer

Language: C++ - Size: 18.6 MB - Last synced at: about 6 hours ago - Pushed at: about 9 hours ago - Stars: 275 - Forks: 45

icon-lab/SynDiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

Language: Python - Size: 9.77 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 269 - Forks: 38

OpenGATE/Gate

Official public repository of Gate

Language: C++ - Size: 27.1 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 252 - Forks: 277

ayselafsar/dicomviewer

DICOM Viewer in Nextcloud

Language: JavaScript - Size: 22.8 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 244 - Forks: 56

open-dicom/awesome-dicom

A curated list of awesome DICOM resources and libraries.

Size: 31.3 KB - Last synced at: 20 days ago - Pushed at: 5 months ago - Stars: 240 - Forks: 29

qurit/rt-utils

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

Language: Python - Size: 3.02 MB - Last synced at: 1 day ago - Pushed at: 4 days ago - Stars: 236 - Forks: 67

almarklein/visvis

Visvis - the object oriented approach to visualization

Language: Python - Size: 6.43 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 235 - Forks: 25

fepegar/awesome-medical-imaging

Awesome list of software that I use to do research in medical imaging.

Size: 15.6 KB - Last synced at: 2 days ago - Pushed at: over 5 years ago - Stars: 228 - Forks: 39

mazurowski-lab/finetune-SAM

This is an official repo for fine-tuning SAM to customized medical images.

Language: Python - Size: 1.61 MB - Last synced at: about 3 hours ago - Pushed at: 9 months ago - Stars: 225 - Forks: 36

analysiscenter/radio

RadIO is a library for data science research of computed tomography imaging

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 225 - Forks: 51

yhygao/CBIM-Medical-Image-Segmentation

A PyTorch framework for medical image segmentation

Language: Python - Size: 299 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 222 - Forks: 43

delira-dev/delira 📦

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

Language: Python - Size: 7.8 MB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 220 - Forks: 24

natandrade/Tutorial-Medical-Image-Registration

Medical Image Registration

Language: Jupyter Notebook - Size: 98.6 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 217 - Forks: 45

kaapana/kaapana

Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. The name Kaapana comes from the Hawaiian word kaʻāpana, meaning "distributor" or "part".

Language: Python - Size: 199 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 213 - Forks: 52

xmindflow/Awesome_Mamba

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

Size: 133 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 213 - Forks: 14

Related Topics
deep-learning 775 machine-learning 289 pytorch 283 segmentation 268 computer-vision 265 python 264 medical-image-processing 186 tensorflow 172 dicom 169 image-processing 166 convolutional-neural-networks 160 image-segmentation 133 medical-image-analysis 128 cnn 125 medical 106 image-classification 104 mri 102 keras 89 artificial-intelligence 87 unet 86 ai 76 classification 74 deep-neural-networks 73 healthcare 63 transfer-learning 62 medical-image-segmentation 62 semantic-segmentation 55 dataset 50 breast-cancer 49 mri-images 47 matlab 44 neural-networks 42 chest-xray-images 40 neural-network 40 radiology 38 covid-19 37 data-science 36 u-net 35 unet-image-segmentation 35 gan 35 python3 34 medical-image-computing 34 keras-tensorflow 34 neuroimaging 33 generative-adversarial-network 32 computed-tomography 31 object-detection 30 medical-application 29 3d 28 streamlit 28 registration 27 javascript 27 dicom-images 27 explainable-ai 27 pneumonia-detection 27 kaggle 26 image-registration 26 human-computer-interaction 26 medical-images 26 datasets 25 deeplearning 25 vtk 25 visualization 25 nifti 24 jupyter-notebook 24 medical-physics 24 self-supervised-learning 23 itk 23 cnn-classification 22 image-analysis 22 radiomics 22 medical-ai 22 cancer-imaging-research 22 docker 21 opencv 20 histopathology 20 image-reconstruction 20 detection 20 dicom-viewer 20 transformers 20 diffusion-models 20 semi-supervised-learning 19 healthcare-ai 19 super-resolution 18 flask 18 tensorflow2 18 mri-segmentation 18 magnetic-resonance-imaging 18 pathology 17 brain 17 open-source 17 chest-xrays 17 brain-tumor-segmentation 17 resnet-50 17 pacs 17 ct 16 ultrasound 16 user-centered-design 16 attention-mechanism 15 transformer 15