3D Medical Imaging Segmentation
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
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- 평가표
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- 보존된 평가 기록
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3D medical imaging segmentation is the task of segmenting medical objects of interest from 3D medical imaging.
<span style="color:grey; opacity: 0.6">( Image credit: Elastic Boundary Projection for 3D Medical Image Segmentation )</span>
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/kilgore92/Probabalistic-U-Net
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/kilgore92/PyTorch-UNet
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/kimdesok/UNet_2D_Semantic_Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/klin059/lits
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/konny0311/unet_segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/koriavinash1/Fetal-Brain-Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/koshian2/OctConv-TFKeras
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/kpullak/DefectSegmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/kritanu82/healthif.ai
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/ktaebum/AttentionedDeepPaint
https://github.com/kuangzijian/Flow-Based-Video-Matting
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/kwcckw/unet_magnetic_tiles_defects
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lRomul/argus-tgs-salt
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lab-midas/med_segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/labmlai/annotated_deep_learning_paper_implementations
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/laxmichary/Pytorch-UNet
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lbareiro/Image_Segmentation-master
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lee-zq/VesselSeg-Pytorch
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/ljllili23/unet_baseline
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lrr-rachel/PCDUNet
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/ltracegeo/deep-mineralogical-segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lurenhaothu/CWMI
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lyffly/Segmentation_with_my_dataset
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/lyqcom/2D-unet
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/manideep2510/eye-in-the-sky
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/mariosfourn/ScienceBowl
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/massucattoj/unet-model
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/matanrein/Understanding-Clouds-from-Satellite-Images
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/mateuszbuda/brain-segmentation-pytorch
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/mberkay0/pretrained-backbones-unet
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/melissande/dhi-segmentation-buildings
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/mfp0610/semantic-segmentaion
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/mida-project/prototype-multi-modality-assistant
BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis
https://github.com/milesial/Pytorch-UNet
U-Net: Convolutional Networks for Biomedical Image Segmentation
https://github.com/mindspore-ai/models/tree/master/official/cv/unet
U-Net: Convolutional Networks for Biomedical Image Segmentation
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.