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32

374

apache-2.0

8

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

mednext convnext medical-ai transformers ct-segmentation medical-imaging mri-segmentation medical-image-analysis unet-image-segmentation medical-image-segmentation

Created 2023-06-13

28 commits to main branch, last one 2 months ago

brainchop neuroneural

46

369

mit

7

Brainchop: In-browser 3D MRI rendering and segmentation

mri pyodide three-js javascript frontend-app neuroimaging tensorflowjs deep-learning 3d-segmentation medical-imaging mri-segmentation

Created 2021-07-05

580 commits to master branch, last one 2 months ago

3DUNet-BraTS-PyTorch LightersWang

9

67

unknown

1

PyTorch 3D U-Net implementation for Multimodal Brain Tumor Segmentation (BraTS 2021)

unet pytorch brats2021 brain-tumors segmentation brats-dataset brats-challenge mri-segmentation semantic-segmentation brain-tumor-segmentation

Created 2021-12-12

15 commits to master branch, last one about a year ago

3D-UNet aghdamamir

12

57

unknown

2

A pytorch implementation of 3D UNet for 3D MRI Segmentation.

unet 3dunet segmentation mri-segmentation medical-image-segmentation

Created 2022-04-12

3 commits to main branch, last one 2 years ago

AssemblyNet volBrain

11

54

other

5

AssemblyNet: 3D Whole Brain MRI segmentation pipeline

mri nifti autism docker dementia alzheimer parkinson neuroanatomy neuroimaging neuroscience brain-imaging deep-learning schizophrenia medical-imaging mri-segmentation brain-segmentation neurodegenerative-diseases

Created 2021-02-17

18 commits to main branch, last one about a year ago

Multimodal-Brain-Tumor-Segmentation as791

17

47

mit

4

Multimodal Brain Tumor Segmentation using BraTS 2018 Dataset.

brats python3 nifti-gz colaboratory nifti-format brats-challenge jupyter-notebook mri-segmentation semantic-segmentation unet-image-segmentation brain-tumor-segmentation

Created 2019-12-24

25 commits to master branch, last one 3 years ago

cat12 ChristianGaser

5

33

gpl-2.0

2

Computational Anatomy Toolbox for SPM12 or SPM25

matlab mri-brain gyrification neuroimaging visualisation mri-segmentation cortical-surfaces cortical-thickness statistical-analysis surface-registration mri-brain-segmentation surface-reconstruction voxel-based-morphometry computational-neuroscience

Created 2022-07-02

2,639 commits to main branch, last one 5 days ago

federated_he tayebiarasteh

4

32

mit

3

Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with priva...

pysyft pytorch mri-brain mri-images segmentation deep-learning medical-imaging mri-segmentation federated-learning image-segmentation differential-privacy image-classification homomorphic-encryption medical-image-analysis federated-learning-framework

Created 2022-03-31

43 commits to main branch, last one about a year ago