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集合主题趋势排行榜
#

monai

Website
Wikipedia
Project-MONAI/MONAI
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / MONAI

#计算机科学#MONAI 是一个基于 PyTorch 的开源框架,用于医疗影像深度学习,是 PyTorch 生态系统的一部分。 其目标是:

healthcare-imaging深度学习medical-image-computingmedical-image-processingPyTorchPythonmonai
Python 6.5 k
2 天前
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / tutorials

MONAI Tutorials

monaiPyTorchJupyter Notebook
Jupyter Notebook 2.12 k
21 天前
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

monaiBukkit
Python 1.12 k
1 个月前
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / MONAILabel

#计算机科学#MONAI Label is an intelligent open source image labeling and learning tool.

active-learningPyTorch深度学习monaisegmentationMedical imaging机器学习3D
Python 726
6 天前
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / GenerativeModels

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

anomaly-detectiondiffusion-modelsGenerative Adversarial Networkgenerative-modelsimage-synthesisimage-translationMedical imagingmonai
Jupyter Notebook 688
1 年前
https://static.github-zh.com/github_avatars/Lee-Gihun?size=40
Lee-Gihun / MEDIAR

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

biomedicalinstance-segmentationmonaimulti-modalityneurips-2022PyTorchpytorch-implementationvision-transformer
Python 151
1 年前
https://static.github-zh.com/github_avatars/davidiommi?size=40
davidiommi / Pytorch--3D-Medical-Images-Segmentation--SALMON

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

segmentationmonaiPyTorchunet-pytorchunet深度学习transformersmri
Python 121
4 年前
https://static.github-zh.com/github_avatars/DCBIA-OrthoLab?size=40
DCBIA-OrthoLab / SlicerAutomatedDentalTools

#计算机科学#A 3D Slicer extension to use AMASSS, ALI-CBCT and ALI-IOS

3D深度学习机器学习segmentationmonaiPyTorch
Python 110
7 天前
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / monai-deploy

#计算机科学#MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

monai人工智能Medical imaginginferencehealthcareguidelinesopen-standardai-application-development深度学习机器学习mlopsml-platformPyTorchPythondicomfhirradiologypathology
Shell 104
3 个月前
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / monai-deploy-app-sdk

#计算机科学#MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

monaihealthcareMedical imaging图像处理dicomdeployworkflowpipeline人工智能机器学习深度学习model-deploymentmodel-servingmlopsml-platformml-infrastructurePythonPyTorch
Jupyter Notebook 104
2 个月前
https://static.github-zh.com/github_avatars/amrzhd?size=40
amrzhd / MRISkullStripping

Developing a UNet3D model for accurate MRI skull stripping using the Calgary Campinas 359 dataset, enhancing neuroimaging preprocessing workflows.

biomedical-image-processingimage-segmentationmriPythonPyTorchunetmonai
Jupyter Notebook 95
7 个月前
https://static.github-zh.com/github_avatars/amrzhd?size=40
amrzhd / MRISkullStripping

Developing a UNet3D model for accurate MRI skull stripping using the Calgary Campinas 359 dataset, enhancing neuroimaging preprocessing workflows.

biomedical-image-processingimage-segmentationmriPythonPyTorchunetmonai
Jupyter Notebook 93
7 个月前
https://static.github-zh.com/github_avatars/Warvito?size=40
Warvito / generative_chestxray

Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR) using MONAI Generative Models

diffusion-modelslatent-diffusion-modelsMedical imagingmonai
Python 60
2 年前
https://static.github-zh.com/github_avatars/bruAristimunha?size=40
bruAristimunha / Synthetic-Sleep-EEG-Signal-Generation-using-Latent-Diffusion-Models

#计算机科学#Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.

深度学习EEGlatent-diffusion-modelsmonai
Python 51
1 年前
https://static.github-zh.com/github_avatars/project-lighter?size=40
project-lighter / lighter

#计算机科学#Streamline deep learning experiments using config files

classificationconfigurationmonaiobject-detectionPyTorchpytorch-lightningsegmentationself-supervised-learninghydraYAML深度学习
Python 50
11 天前
https://static.github-zh.com/github_avatars/KCL-BMEIS?size=40
KCL-BMEIS / VS_Seg

#计算机科学#Automatic Segmentation of Vestibular Schwannoma with MONAI (PyTorch)

深度学习medical-image-segmentationPyTorchmonai
Python 50
2 年前
https://static.github-zh.com/github_avatars/creatis-myriad?size=40
creatis-myriad / ASCENT

#计算机科学#cardiAc ultrasound Segmentation & Color-dopplEr dealiasiNg Toolbox (ASCENT)

深度学习segmentationhydramonaipytorch-lightning
Python 33
1 个月前
https://static.github-zh.com/github_avatars/pooya-mohammadi?size=40
pooya-mohammadi / pooya-mohammadi

#计算机科学#This is Pooya Mohammadi, Open Source Enthusiast, AI Developer & Researcher

深度学习PyTorchFastAPImlopsPythonTensorflow机器学习medical-image-analysismedical-image-processingmedical-image-segmentationmonai
28
7 个月前
https://static.github-zh.com/github_avatars/Project-MONAI?size=40
Project-MONAI / SlicerMONAIViz

MONAIViz - 3D Slicer Extension

monai
Python 24
2 个月前
https://static.github-zh.com/github_avatars/KitwareMedical?size=40
KitwareMedical / ITKPOCUS

An open source library for streaming and preprocessing point-of-care ultrasound video.

图像处理ultrasounditkmonai
Jupyter Notebook 22
3 年前
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