lung-segmentation

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rezazad68 /BCDU-Net

Star778

BCDU-Net : Medical Image Segmentation

semantic deep-learning keras medical lstm segmentation convolutional-neural-networks convolutional-autoencoder unet semantic-segmentation medical-image-processing lung-segmentation medical-application cancer-detection medical-image-segmentation unet-keras retinal-vessel-segmentation bcdu-net abcdu-net skin-lesion-segmentation

UpdatedJan 30, 2023
Python

JoHof /lungmask

Star748

Automated lung segmentation in CT

medical-imaging medical-image-processing lung-segmentation medical-image-analysis chest-ct lung-disease covid-19 lung-lobes covid-19-ct

UpdatedJul 11, 2025
Python

mattmacy /vnet.pytorch

Star745

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

pytorch convolutional-neural-networks semantic-segmentation fully-convolutional-networks lung-segmentation

UpdatedJul 6, 2018
Python

wikke /Tianchi-Medical-LungTumorDetect

Star437

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

neural-network keras scikit-image vgg classification lung-cancer-detection segmentation densenet resnet inception unet lung-segmentation lung-nodule-detection

UpdatedApr 3, 2022
Jupyter Notebook

imlab-uiip /lung-segmentation-2d

Star175

Lung fields segmentation on CXR images using convolutional neural networks.

deep-learning keras segmentation convolutional-neural-networks unet lung-segmentation

UpdatedJun 3, 2020
Python

IlliaOvcharenko /lung-segmentation

Star136

Lung segmentation for chest X-Ray images

deep-learning image-segmentation unet xray lung-segmentation

UpdatedFeb 11, 2023
Jupyter Notebook

frankkramer-lab /covid19.MIScnn

Star94

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

computer-vision deep-learning tensorflow medical-imaging segmentation medical-image-processing infection lung-segmentation u-net medical-image-analysis pneumonia 3d-unet lung-disease covid-19 lung-lobes covid-19-ct healthcare-imaging

UpdatedMar 25, 2023
Python

Slicer /SlicerLungCTAnalyzer

Star87

This is a 3D Slicer extension for segmentation and spatial reconstruction of infiltrated, collapsed, and emphysematous areas in lung CT.

medical-imaging lung-segmentation 3d-slicer-extension lung-disease covid-19 covid lung-lobes lung-ct ct-volumetry covid-volumetry

UpdatedOct 4, 2024
Python

DLWK /EANet

Star63

[PR2022] The Code of “EANet: Iterative Edge Attention Network for Medical Image Segmentation”

lung-cancer segmentation lung-segmentation medical-image-analysis covid-19

UpdatedJun 6, 2022
Python

Thvnvtos /Lung_Segmentation

Star51

Lung Segmentation UNet model on 3D CT scans

deep-learning segmentation unet lung-segmentation unet-pytorch

UpdatedDec 10, 2019
Python

dattran2346 /chestX-ray-14

Star51

Segmentation Guided Thoracic Classification

lung-segmentation thoracic-diseases chestxray14

UpdatedApr 21, 2020
Jupyter Notebook

rekalantar /MedSegmentAnything_SAM_LungCT

Star35

The code to finetune SAM with bounding box prompt for segmentation of the lungs on CT

deep-learning transformers sam ct lung-segmentation medical-image-segmentation huggingface segment-anything

UpdatedMay 30, 2023
Jupyter Notebook

junqiangchen /LungLobeSegmentation

Star34

Lobe Segmentation

python tensorflow vnet lung-segmentation lung focal lobe

UpdatedMay 26, 2020
Python

seungjunlee96 /U-Net_Lung-Segmentation

Star32

Application of U-Net in Lung Segmentation-Pytorch

ai pytorch kaggle artificial-intelligence segmentation deeplearning convolutional-neural-networks lung-segmentation u-net dice-loss

UpdatedMay 18, 2020
Python

GeneralBlockchain /covid-19-chest-xray-segmentations-dataset

Star31

Lung Segmentations of COVID-19 Chest X-ray Dataset.

computer-vision deep-learning segmentation chest-xray-images lung-segmentation x-ray-images chest-xrays pneumonia covid-19 covid19

UpdatedAug 10, 2020

limingwu8 /Lung-Segmentation

Star26

Lung Segmentation on RSNA Pneumonia Detection Dataset

pytorch lung-segmentation unet-image-segmentation

UpdatedNov 7, 2018
Python

xmindflow /SSCT

Star26

[ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation

skin transformers segmentation lung-segmentation self-supervised medical-image-segmentation skin-lesion-segmentation deformable-convolution

UpdatedOct 11, 2025
Jupyter Notebook

ayush9304 /Lung_Cancer_Detection

Star25

Lung Nodules Segmentation from CT scans using CNN.

deep-learning tensorflow keras cnn medical-imaging lung-cancer-detection segmentation convolutional-neural-networks image-segmentation simpleitk lung-segmentation luna16

UpdatedJan 27, 2023
Jupyter Notebook

xmindflow /FuseNet

Star22

[ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation

deep-learning medical segmentation skin-segmentation lung-segmentation self-supervised self-supervised-learning

UpdatedNov 25, 2023
Jupyter Notebook

nadeemlab /SeqX2Y

Star20

Sequence-to-sequence image and contour prediction library for longitudinal datasets [PMB'23]

deep-learning lung-cancer segmentation longitudinal-data radiotherapy motion-estimation lung-segmentation image-prediction pytorch-implementation

UpdatedApr 8, 2024
Python

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