#3d-segmentation (4 Repositories)
Ranked open-source repositories tagged with #3d-segmentation, scored by pull request acceptance likelihood and maintainer engagement velocity.
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4 repositories tagged #3d-segmentation
Jumpat/SegAnyGAussians
The official implementation of Segment Any 3D GAussians (AAAI-25)
MrGiovanni/SuPreM
[ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)
ENHANCE-PET/MOOSE
MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet and has the capability to segment 120 unique tissue classes from a whole-body 18F-FDG PET/CT image.
MrGiovanni/ModelsGenesis
[MICCAI 2019 Young Scientist Award] [MedIA Best Paper Award] Models Genesis: self-supervised pre-training for 3D medical images. Learns transferable representations from unlabeled CT and MRI volumes, then fine-tunes for downstream segmentation and classification. Keras and PyTorch weights included.