qsyao / cuda_spatial_deform
A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.
☆137Updated last year
Related projects ⓘ
Alternatives and complementary repositories for cuda_spatial_deform
- abdominal multi-organ segmentation using pytorch☆133Updated 5 years ago
- MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation☆233Updated last year
- ☆166Updated 3 years ago
- ☆176Updated 3 years ago
- If the code is helpful for your work, please cite our paper "Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing" in STACOM…☆83Updated 5 years ago
- Non-local U-Nets for Biomedical Image Segmentation☆105Updated 4 years ago
- 3 Steps achieve SOTA in MICCAI 2020 Thyroid Nodule Segmentation Challenge☆60Updated 4 years ago
- Implementation of NvNet☆132Updated 4 years ago
- 3d unet + vae, repoduce brats2018 winner solution☆113Updated 5 years ago
- Pancreas Segmentation in Abdominal CT Scans with Convolutional Neural Network☆57Updated 3 years ago
- Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound☆73Updated 3 years ago
- Kidney Tumor Segmentation Challenge 2019☆52Updated 2 years ago
- [MICCAI' 19] NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation☆188Updated 4 years ago
- AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation☆144Updated 2 years ago
- PyTorch implementation of OrganSegRSTN - CVPR 2018☆108Updated 2 years ago
- ☆182Updated 4 years ago
- KiTS19——2019 Kidney Tumor Segmentation Challenge☆116Updated 4 years ago
- ☆59Updated 4 years ago
- We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D U…☆159Updated 6 years ago
- Dependent Multi-Task Learning for the Segmentation of Thoracic Organs at Risk in CT Images☆2Updated 2 years ago
- ☆55Updated 6 years ago
- Caffe for 3D organ localization in CT image☆46Updated last week
- Robust segmentation of lung and airway in CT scans☆67Updated 6 years ago
- Segmentation for medical image.☆81Updated 2 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆162Updated 4 years ago
- A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.☆51Updated last year
- residual attention unet for tumor segmentation (liver and brain)☆127Updated 5 years ago
- new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks☆102Updated last year
- Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.☆129Updated 2 years ago
- Code for tutorial at MICCAI 2022☆92Updated last year